Model × effort table
Each row is a model and effort combination; columns show benchmark scores. Values link to sources. Select a column heading to sort. Values with different source types or measurement conditions (comparison groups) are kept separate. Sorting uses the comparison group with the most values in the first available source type for that column (official → third-party → paper); rows without that value come last.
| % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % | Elo · Sorted by official values | Elo | Elo · Sorted by official values | Elo | % | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % | % · Sorted by official values | % · Sorted by official values | % | % · Sorted by official values | % | % · Sorted by official values | % · Sorted by official values | % | % | Score | Score | Score | % | % | Score | % | % | Score · Sorted by official values | Score · Sorted by official values | % | Score | % | Score | % | % | % | % | % | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % | % · Sorted by official values | % | Score | Score | % | % | % | % | % | % | % | % | % | Score | Elo | Elo | % · Sorted by official values | % · Sorted by official values | % | % · Sorted by official values | Score · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | % · Sorted by official values | Score · Sorted by official values | % · Sorted by official values | % | % | % | % · Sorted by third-party values | % | % | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.2Anthropic · not stated | not stated | — | — | — | 74.6%officialmeasured/reported by: Anthropic | — | — | 69.9%officialmeasured/reported by: Anthropic | — | — | — | — | — | 1,785officialmeasured/reported by: Anthropic | — | 66.1%officialmeasured/reported by: Anthropic | 51.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | 89.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 64.9%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 173.44third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.2Anthropic · Low | Low | — | — | — | — | — | 34.2%officialmeasured/reported by: Anthropic | — | 53.2%officialmeasured/reported by: Cursor | — | — | — | — | — | — | — | — | 68.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 64.2%officialmeasured/reported by: Anthropic | — | 71.4%officialmeasured/reported by: Anthropic | 26.9officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.2Anthropic · Med | Med | — | — | — | — | — | 37.6%officialmeasured/reported by: Anthropic | — | 54.8%officialmeasured/reported by: Cursor | — | — | — | — | — | — | — | — | 68.6%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 66.4%officialmeasured/reported by: Anthropic | — | 73.6%officialmeasured/reported by: Anthropic | 32.4officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.2Anthropic · High (default) | Highdefault | — | — | — | — | — | 45.3%officialmeasured/reported by: Anthropic | — | 56.9%officialmeasured/reported by: Cursor | — | — | — | — | — | — | — | — | 71.5%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 69.8%officialmeasured/reported by: Anthropic | — | 79.3%officialmeasured/reported by: Anthropic | 61officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 41.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.2Anthropic · Xhigh | Xhigh | — | — | — | — | — | 49.1%officialmeasured/reported by: Anthropic | — | 56.3%officialmeasured/reported by: Cursor | — | — | 1,751officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | 73.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 71.4%officialmeasured/reported by: Anthropic | — | 80.6%officialmeasured/reported by: Anthropic | 74.1officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.2Anthropic · Max | Max | 67.6%officialmeasured/reported by: Anthropic | — | — | — | — | 45.6%officialmeasured/reported by: Anthropic | — | 60.0%officialmeasured/reported by: Cursor | — | — | 1,831officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | 74.2%officialmeasured/reported by: Anthropic | 73.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | 91.6%officialmeasured/reported by: Anthropic | 73.4%officialmeasured/reported by: Anthropic | — | 82.1%officialmeasured/reported by: Anthropic | 83.5officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | 67.7officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 93.9%third-partymeasured/reported by: Epoch AI | 95.1%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 99.7%third-partymeasured/reported by: Epoch AI | 94.0%third-partymeasured/reported by: Epoch AI | 79.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.2Anthropic · not stated | not stated | — | — | — | 75.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 76.3%officialmeasured/reported by: Anthropic | 85.1officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.2Anthropic · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 72.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.2Anthropic · Med | Med | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 73.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.2Anthropic · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 83.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.2Anthropic · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 88.1%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.2Anthropic · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 89.6%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5.5Anthropic · not stated | not stated | — | — | — | 58.7%officialmeasured/reported by: Anthropic | — | — | 62.3%officialmeasured/reported by: Anthropic | — | — | — | 1,846officialmeasured/reported by: Artificial Analysis | — | 1,800officialmeasured/reported by: Anthropic | — | 61.2%officialmeasured/reported by: Anthropic | 42.5%officialmeasured/reported by: Anthropic | 67.7%officialmeasured/reported by: Anthropic | — | — | 81.8%officialmeasured/reported by: Anthropic | — | 87.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | 64.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 67.6%officialmeasured/reported by: Anthropic | 82.6officialmeasured/reported by: Anthropic | 39.4%officialmeasured/reported by: Anthropic | 21.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 168.54third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5.5Anthropic · Low | Low | 38.5%officialmeasured/reported by: Anthropic | — | — | — | 47.3%officialmeasured/reported by: Anthropic | 14.7%officialmeasured/reported by: Anthropic | — | 43.7%officialmeasured/reported by: Anthropic43.7%officialmeasured/reported by: Anthropic | — | — | 1,224officialmeasured/reported by: Anthropic | — | 1,285officialmeasured/reported by: Anthropic | — | — | 23.3%officialmeasured/reported by: Zapier | 57.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 57.0%officialmeasured/reported by: Anthropic | 31.2%officialmeasured/reported by: Anthropic | 31.2%officialmeasured/reported by: Anthropic | 6.3officialmeasured/reported by: Anthropic | — | — | 59.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5.5Anthropic · Med (default) | Meddefault | 57.6%officialmeasured/reported by: Anthropic | — | — | — | 54.6%officialmeasured/reported by: Anthropic | 30.1%officialmeasured/reported by: Anthropic | — | 52.5%officialmeasured/reported by: Anthropic52.5%officialmeasured/reported by: Anthropic | — | — | 1,576officialmeasured/reported by: Anthropic | — | 1,642officialmeasured/reported by: Anthropic | — | — | 28.6%officialmeasured/reported by: Zapier | 63.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 59.0%officialmeasured/reported by: Anthropic | 62.8%officialmeasured/reported by: Anthropic | 62.8%officialmeasured/reported by: Anthropic | 19.1officialmeasured/reported by: Anthropic | — | — | 66.1%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5.5Anthropic · High | High | 64.2%officialmeasured/reported by: Anthropic | — | — | — | 54.0%officialmeasured/reported by: Anthropic | 34.5%officialmeasured/reported by: Anthropic | — | 56.0%officialmeasured/reported by: Anthropic56.0%officialmeasured/reported by: Anthropic | — | — | 1,692officialmeasured/reported by: Anthropic | — | 1,705officialmeasured/reported by: Anthropic | — | — | 32.0%officialmeasured/reported by: Zapier | 63.9%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 59.2%officialmeasured/reported by: Anthropic | 67.3%officialmeasured/reported by: Anthropic | 67.3%officialmeasured/reported by: Anthropic | 29.7officialmeasured/reported by: Anthropic | — | — | 70.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 78.9%third-partymeasured/reported by: Epoch AI | — | 1,506third-partymeasured/reported by: LMArena | 1,542third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5.5Anthropic · Xhigh | Xhigh | 66.4%officialmeasured/reported by: Anthropic | — | — | — | 51.4%officialmeasured/reported by: Anthropic | 43.4%officialmeasured/reported by: Anthropic | — | 56.0%officialmeasured/reported by: Anthropic56.0%officialmeasured/reported by: Anthropic | — | — | 1,820officialmeasured/reported by: Anthropic | — | 1,780officialmeasured/reported by: Anthropic | — | — | 34.4%officialmeasured/reported by: Zapier | 66.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 62.4%officialmeasured/reported by: Anthropic | 71.3%officialmeasured/reported by: Anthropic | 71.3%officialmeasured/reported by: Anthropic | 54.5officialmeasured/reported by: Anthropic | — | — | 76.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5.5Anthropic · Max | Max | 64.8%officialmeasured/reported by: Anthropic | — | — | 58.7%officialmeasured/reported by: Anthropic | 54.4%officialmeasured/reported by: Anthropic | 45.5%officialmeasured/reported by: Anthropic | — | 57.8%officialmeasured/reported by: Anthropic57.8%officialmeasured/reported by: Anthropic | — | — | 1,846officialmeasured/reported by: Anthropic | — | 1,822officialmeasured/reported by: Anthropic | — | — | 40.0%officialmeasured/reported by: Zapier | 67.7%officialmeasured/reported by: Anthropic67.7%officialmeasured/reported by: Anthropic | 64.4%officialmeasured/reported by: Anthropic | — | 81.8%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 89.0%officialmeasured/reported by: Anthropic | 64.4%officialmeasured/reported by: Anthropic | 72.3%officialmeasured/reported by: Anthropic | 72.3%officialmeasured/reported by: Anthropic | 65.3officialmeasured/reported by: Anthropic | — | — | 81.3%officialmeasured/reported by: Anthropic | — | — | — | — | 59.9officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.6%third-partymeasured/reported by: Epoch AI | 91.2%third-partymeasured/reported by: Epoch AI | 95.0%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 72.2%third-partymeasured/reported by: Epoch AI | 67.0%third-partymeasured/reported by: Epoch AI | 95.6%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5.5Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | 1,844officialmeasured/reported by: Artificial Analysis | — | 1,824officialmeasured/reported by: Anthropic | — | — | — | 64.5%officialmeasured/reported by: Anthropic64.5%officialmeasured/reported by: Anthropic | — | — | 80.1%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | 61.6%officialmeasured/reported by: Anthropic61.6%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 166.56third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5.5Anthropic · Low | Low | 20.0%officialmeasured/reported by: Anthropic20.0%officialmeasured/reported by: Anthropic | — | — | — | 29.3%officialmeasured/reported by: Anthropic | — | — | 35.8%officialmeasured/reported by: Anthropic | — | — | 1,179officialmeasured/reported by: Anthropic | — | 1,264officialmeasured/reported by: Anthropic | — | — | — | — | 41.4%officialmeasured/reported by: Anthropic | — | — | 57.9%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5.5Anthropic · Med | Med | 28.8%officialmeasured/reported by: Anthropic28.8%officialmeasured/reported by: Anthropic | — | — | — | 36.5%officialmeasured/reported by: Anthropic | — | — | 39.2%officialmeasured/reported by: Anthropic | — | — | 1,324officialmeasured/reported by: Anthropic | — | 1,461officialmeasured/reported by: Anthropic | — | — | — | — | 43.2%officialmeasured/reported by: Anthropic | — | — | 66.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5.5Anthropic · High (default) | Highdefault | 43.0%officialmeasured/reported by: Anthropic43.0%officialmeasured/reported by: Anthropic | — | — | — | 49.4%officialmeasured/reported by: Anthropic | — | — | 47.8%officialmeasured/reported by: Anthropic | — | — | 1,551officialmeasured/reported by: Anthropic | — | 1,634officialmeasured/reported by: Anthropic | — | — | — | — | 47.9%officialmeasured/reported by: Anthropic | — | — | 73.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5.5Anthropic · Xhigh | Xhigh | 61.5%officialmeasured/reported by: Anthropic61.5%officialmeasured/reported by: Anthropic | — | — | — | 52.1%officialmeasured/reported by: Anthropic52.1%officialmeasured/reported by: Anthropic | — | — | 53.1%officialmeasured/reported by: Anthropic | — | — | 1,731officialmeasured/reported by: Anthropic | — | 1,746officialmeasured/reported by: Anthropic | — | — | — | — | 53.0%officialmeasured/reported by: Anthropic | — | — | 81.1%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 1,473third-partymeasured/reported by: LMArena | 1,500third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5.5Anthropic · Max | Max | 70.6%officialmeasured/reported by: Anthropic70.6%officialmeasured/reported by: Anthropic | — | — | 59.9%officialmeasured/reported by: Anthropic | 46.2%officialmeasured/reported by: Anthropic | — | 61.9%officialmeasured/reported by: Proximal | 55.5%officialmeasured/reported by: Anthropic | — | — | 1,840officialmeasured/reported by: Anthropic | — | 1,811officialmeasured/reported by: Anthropic | — | — | — | — | 56.9%officialmeasured/reported by: Anthropic | — | — | 83.9%officialmeasured/reported by: Anthropic | — | — | — | — | — | 90.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | 63officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 95.6%third-partymeasured/reported by: Epoch AI | 88.8%third-partymeasured/reported by: Epoch AI | 80.5%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 46.5%third-partymeasured/reported by: Epoch AI | 59.0%third-partymeasured/reported by: Epoch AI | 97.8%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5Anthropic · not stated | not stated | — | — | — | — | 46.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | 1,578officialmeasured/reported by: Anthropic | — | — | — | 57.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 46.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 160.43third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5Anthropic · Low | Low | 12.7%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | 1,125officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 30.9%officialmeasured/reported by: Anthropic | — | — | 42.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 24.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5Anthropic · Med (default) | Meddefault | 20.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | 1,277officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 35.5%officialmeasured/reported by: Anthropic | — | — | 53.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5Anthropic · High | High | 24.8%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | 1,420officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 39.7%officialmeasured/reported by: Anthropic | — | — | 61.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.2%third-partymeasured/reported by: Epoch AI | — | — | — | — | 1,422third-partymeasured/reported by: LMArena | 1,454third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5Anthropic · Xhigh | Xhigh | 31.5%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | 1,513officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 44.1%officialmeasured/reported by: Anthropic | — | — | 67.6%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 98.9%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5Anthropic · Max | Max | 39.2%officialmeasured/reported by: Anthropic | — | — | 20.6%officialmeasured/reported by: Anthropic | — | — | 43.8%officialmeasured/reported by: Proximal | — | — | — | 1,620officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 45.9%officialmeasured/reported by: Anthropic | — | — | 72.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | 86.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | 58.4officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 89.7%third-partymeasured/reported by: Epoch AI | 75.1%third-partymeasured/reported by: Epoch AI | 46.3%third-partymeasured/reported by: Epoch AI | — | 23.8%third-partymeasured/reported by: Epoch AI | 55.0%third-partymeasured/reported by: Epoch AI | 78.9%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.1Anthropic · not stated | not stated | — | — | — | 52.6%officialmeasured/reported by: Anthropic52.6%officialmeasured/reported by: Anthropic | — | — | 56.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | 1,669officialmeasured/reported by: Anthropic | — | 61.5%officialmeasured/reported by: Anthropic | 31.4%officialmeasured/reported by: Zapier31.4%officialmeasured/reported by: Anthropic | 65.6%officialmeasured/reported by: Anthropic | — | — | 80.7%officialmeasured/reported by: Anthropic | — | 83.5%officialmeasured/reported by: Anthropic | — | — | — | — | 88.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | 27.6%officialmeasured/reported by: Anthropic | 17.9%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.1Anthropic · Low | Low | 40.2%officialmeasured/reported by: Anthropic | — | — | — | 52.8%officialmeasured/reported by: Anthropic | 20.6%officialmeasured/reported by: Anthropic | — | 45.1%officialmeasured/reported by: Anthropic | — | — | 1,450officialmeasured/reported by: Anthropic | — | — | — | — | — | 60.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 36.6%officialmeasured/reported by: Anthropic | 63.3%officialmeasured/reported by: Anthropic | 63.3%officialmeasured/reported by: Anthropic | 12.1officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.1Anthropic · Med | Med | 43.4%officialmeasured/reported by: Anthropic | — | — | — | 50.9%officialmeasured/reported by: Anthropic | 21.5%officialmeasured/reported by: Anthropic | — | 46.8%officialmeasured/reported by: Anthropic | — | — | 1,536officialmeasured/reported by: Anthropic | — | — | — | — | — | 62.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 42.2%officialmeasured/reported by: Anthropic | 64.5%officialmeasured/reported by: Anthropic | 64.5%officialmeasured/reported by: Anthropic | 15.7officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.1Anthropic · High (default) | Highdefault | 49.4%officialmeasured/reported by: Anthropic | — | — | — | 50.3%officialmeasured/reported by: Anthropic | 25.7%officialmeasured/reported by: Anthropic | — | 49.2%officialmeasured/reported by: Anthropic | — | — | 1,617officialmeasured/reported by: Anthropic | — | — | — | — | — | 63.1%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 46.0%officialmeasured/reported by: Anthropic | 66.7%officialmeasured/reported by: Anthropic | 66.7%officialmeasured/reported by: Anthropic | 25.8officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.1Anthropic · Xhigh | Xhigh | 51.3%officialmeasured/reported by: Anthropic | — | — | — | 48.7%officialmeasured/reported by: Anthropic | 32.4%officialmeasured/reported by: Anthropic | — | 51.6%officialmeasured/reported by: Anthropic | — | — | 1,721officialmeasured/reported by: Anthropic | — | — | — | — | — | 65.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 47.0%officialmeasured/reported by: Anthropic | 67.7%officialmeasured/reported by: Anthropic | 67.7%officialmeasured/reported by: Anthropic | 40.5officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5.1Anthropic · Max | Max | 55.8%officialmeasured/reported by: Anthropic | — | — | — | 50.3%officialmeasured/reported by: Anthropic | 31.7%officialmeasured/reported by: Anthropic | — | 51.8%officialmeasured/reported by: Anthropic | — | — | 1,735officialmeasured/reported by: Anthropic | — | — | — | — | — | 65.6%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | 44.8%officialmeasured/reported by: Anthropic | 68.7%officialmeasured/reported by: Anthropic | 68.7%officialmeasured/reported by: Anthropic | 44.4officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.1Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 61.7%officialmeasured/reported by: Anthropic | 79.1officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.1Anthropic · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 65.9%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.1Anthropic · Med | Med | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 69.8%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.1Anthropic · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 73.8%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.1Anthropic · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 77.8%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Mythos 5.1Anthropic · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 78.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 164.13third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5Anthropic · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 78.8%third-partymeasured/reported by: Epoch AI | — | — | 97.8%third-partymeasured/reported by: Epoch AI | — | 31.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5Anthropic · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 83.3%third-partymeasured/reported by: Epoch AI | — | — | 100.0%third-partymeasured/reported by: Epoch AI | — | 45.0%third-partymeasured/reported by: Epoch AI | 63.9%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5Anthropic · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 70.7%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Fable 5Anthropic · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 85.9%third-partymeasured/reported by: Epoch AI | 87.0%third-partymeasured/reported by: Epoch AI | 90.2%third-partymeasured/reported by: Epoch AI | 99.7%third-partymeasured/reported by: Epoch AI | — | 47.0%third-partymeasured/reported by: Epoch AI | 70.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 39.7%third-partymeasured/reported by: Sierra | — | — |
| Claude Opus 5Anthropic · not stated | not stated | — | — | — | 29.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | 63.6%officialmeasured/reported by: Anthropic | — | — | 74.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 83.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5Anthropic · Low | Low | 28.5%officialmeasured/reported by: Anthropic | — | — | — | 42.0%officialmeasured/reported by: Anthropic | — | — | 40.7%officialmeasured/reported by: Anthropic | — | — | 1,294officialmeasured/reported by: Anthropic | — | — | — | — | 20.4%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | 50.5%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5Anthropic · Med | Med | 41.2%officialmeasured/reported by: Anthropic | — | — | — | 53.4%officialmeasured/reported by: Anthropic | — | — | 43.3%officialmeasured/reported by: Anthropic | — | — | 1,476officialmeasured/reported by: Anthropic | — | — | — | — | 23.9%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | 58.1%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5Anthropic · High (default) | Highdefault | 47.0%officialmeasured/reported by: Anthropic | — | — | — | 48.0%officialmeasured/reported by: Anthropic | — | — | 44.7%officialmeasured/reported by: Anthropic | — | — | 1,581officialmeasured/reported by: Anthropic | — | — | — | — | 20.6%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | 64.6%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5Anthropic · Xhigh | Xhigh | 50.6%officialmeasured/reported by: Anthropic | — | — | — | 43.6%officialmeasured/reported by: Anthropic | — | — | 46.1%officialmeasured/reported by: Anthropic | — | — | 1,676officialmeasured/reported by: Anthropic | — | — | — | — | 25.3%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | 67.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 5Anthropic · Max | Max | 52.3%officialmeasured/reported by: Anthropic | — | — | — | 48.0%officialmeasured/reported by: Anthropic | — | — | 46.6%officialmeasured/reported by: Anthropic | — | — | 1,708officialmeasured/reported by: Anthropic | — | — | — | — | 26.9%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | 67.2%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 48.7%third-partymeasured/reported by: Sierra | — | — |
| Claude Opus 4.8Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 85.4%third-partymeasured/reported by: Epoch AI | — | — | 84.4%third-partymeasured/reported by: Epoch AI | — | 19.0%third-partymeasured/reported by: Epoch AI | — | 159.94third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.8Anthropic · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 88.4%third-partymeasured/reported by: Epoch AI | — | — | 97.8%third-partymeasured/reported by: Epoch AI | — | 29.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.8Anthropic · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 91.0%third-partymeasured/reported by: Epoch AI | 80.0%third-partymeasured/reported by: Epoch AI | 56.1%third-partymeasured/reported by: Epoch AI | 98.3%third-partymeasured/reported by: Epoch AI | 53.0%third-partymeasured/reported by: Epoch AI | 52.0%third-partymeasured/reported by: Epoch AI | 65.6%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 39.7%third-partymeasured/reported by: Sierra | — | — |
| Claude Opus 4.7Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 157.44third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | 82.3%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.7Anthropic · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 26.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.7Anthropic · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 31.1%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.7Anthropic · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.2%third-partymeasured/reported by: Epoch AI | — | — | 97.8%third-partymeasured/reported by: Epoch AI | 51.7%third-partymeasured/reported by: Epoch AI | 36.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.7Anthropic · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 86.4%third-partymeasured/reported by: Epoch AI | 70.2%third-partymeasured/reported by: Epoch AI | 31.7%third-partymeasured/reported by: Epoch AI | 86.7%third-partymeasured/reported by: Epoch AI | — | 41.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 40.2%third-partymeasured/reported by: Sierra | — | — |
| Claude Opus 4.6Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 73.8%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | 156.34third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.6Anthropic · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 53.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 88.4%third-partymeasured/reported by: Epoch AI | 66.0%third-partymeasured/reported by: Epoch AI | 26.8%third-partymeasured/reported by: Epoch AI | 91.1%third-partymeasured/reported by: Epoch AI | 47.0%third-partymeasured/reported by: Epoch AI | 21.0%third-partymeasured/reported by: Epoch AI | 33.3%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 27.3%third-partymeasured/reported by: Sierra | — | — |
| Claude Opus 4.5Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 80.7%third-partymeasured/reported by: Epoch AI | — | — | 48.1%third-partymeasured/reported by: Epoch AI | — | 5.0%third-partymeasured/reported by: Epoch AI | — | 151.92third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Opus 4.5Anthropic · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 84.0%third-partymeasured/reported by: Sierra | 24.7%third-partymeasured/reported by: Sierra | 79.6%third-partymeasured/reported by: Sierra | 92.3%third-partymeasured/reported by: Sierra |
| Claude Sonnet 5Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | 1,449officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | 54.9%officialmeasured/reported by: Anthropic | — | — | 57.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | 15.6%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5Anthropic · Low | Low | 3.2%officialmeasured/reported by: Anthropic | — | — | — | 28.7%officialmeasured/reported by: Anthropic | — | — | 24.1%officialmeasured/reported by: Anthropic | — | — | — | — | 923officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5Anthropic · Med | Med | 4.4%officialmeasured/reported by: Anthropic | — | — | — | 35.2%officialmeasured/reported by: Anthropic | — | — | 28.0%officialmeasured/reported by: Anthropic | — | — | — | — | 1,056officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5Anthropic · High (default) | Highdefault | 4.5%officialmeasured/reported by: Anthropic | — | — | — | 39.4%officialmeasured/reported by: Anthropic | — | — | 30.8%officialmeasured/reported by: Anthropic | — | — | — | — | 1,177officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5Anthropic · Xhigh | Xhigh | 7.0%officialmeasured/reported by: Anthropic | — | — | — | 42.7%officialmeasured/reported by: Anthropic | — | — | 32.0%officialmeasured/reported by: Anthropic | — | — | — | — | 1,274officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 5Anthropic · Max | Max | 10.3%officialmeasured/reported by: Anthropic | — | — | — | 42.4%officialmeasured/reported by: Anthropic | — | — | 34.1%officialmeasured/reported by: Anthropic | — | — | — | — | 1,359officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 4.6Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 152.86third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 4.6Anthropic · Med | Med | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 83.3%third-partymeasured/reported by: Epoch AI | — | — | 82.2%third-partymeasured/reported by: Epoch AI | — | 16.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 4.6Anthropic · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 83.3%third-partymeasured/reported by: Epoch AI | — | — | 75.6%third-partymeasured/reported by: Epoch AI | 35.5%third-partymeasured/reported by: Epoch AI | 19.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 4.6Anthropic · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 78.8%third-partymeasured/reported by: Epoch AI | — | — | 71.1%third-partymeasured/reported by: Epoch AI | 32.8%third-partymeasured/reported by: Epoch AI | 23.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Claude Sonnet 4.5Anthropic · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 73.7%third-partymeasured/reported by: Epoch AI | — | — | 35.6%third-partymeasured/reported by: Epoch AI | 23.7%third-partymeasured/reported by: Epoch AI | 6.0%third-partymeasured/reported by: Epoch AI | — | 147.63third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 72.0%third-partymeasured/reported by: Sierra | 25.3%third-partymeasured/reported by: Sierra | 72.4%third-partymeasured/reported by: Sierra | 84.9%third-partymeasured/reported by: Sierra |
| Claude Haiku 4.5Anthropic · not stated | not stated | 0.0%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | 735officialmeasured/reported by: Anthropic | — | 614officialmeasured/reported by: Anthropic | — | — | — | 18.7%officialmeasured/reported by: Anthropic | 10.2%officialmeasured/reported by: Anthropic | — | — | 15.7%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | 6.4%officialmeasured/reported by: Anthropic | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 AstraOpenAI · not stated | not stated | — | — | — | 64.6%officialmeasured/reported by: OpenAI68.1%official | — | — | 65.5%official | — | — | — | — | — | 1,569official | — | 52.0%official | 41.4%official | 57.2%official57.2%official | — | — | — | — | 79.5%official | — | — | — | — | — | 71.0%official | — | — | — | — | — | — | — | — | 29.8%officialmeasured/reported by: Anthropic | 20.8%official | 64.7officialmeasured/reported by: OpenAI | 36.6officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 82.9%third-partymeasured/reported by: Epoch AI | — | — | — | — | 169third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 AstraOpenAI · Low | Low | 49.7%officialmeasured/reported by: OpenAI | — | — | — | 45.3%official | 31.1%official | — | — | — | — | 1,366official | — | — | — | — | 30.3%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 87.8%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 AstraOpenAI · Med | Med | 53.9%officialmeasured/reported by: OpenAI | — | — | — | 48.8%official | 36.8%official | — | — | — | — | 1,468official | — | — | — | — | 34.1%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.6%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 AstraOpenAI · High | High | 57.9%officialmeasured/reported by: OpenAI | — | — | — | 50.9%official | 38.3%official | — | — | — | — | 1,485official | — | — | — | — | 37.1%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.6%third-partymeasured/reported by: Epoch AI | — | — | — | 46.7%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 AstraOpenAI · Xhigh | Xhigh | 57.6%officialmeasured/reported by: OpenAI | — | — | — | 50.6%official | 41.4%official | — | — | — | — | 1,516official | — | — | — | — | 39.0%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.6%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 AstraOpenAI · Max | Max | 56.7%officialmeasured/reported by: OpenAI | — | — | — | 53.3%official | 42.8%official | — | — | — | — | 1,542official | — | — | — | — | 41.4%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 95.8%third-partymeasured/reported by: Epoch AI | 93.7%third-partymeasured/reported by: Epoch AI | 97.6%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 75.6%third-partymeasured/reported by: Epoch AI | 74.0%third-partymeasured/reported by: Epoch AI | 60.0%third-partymeasured/reported by: Epoch AI | — | 1,474third-partymeasured/reported by: LMArena | 1,494third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6.1 SolOpenAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | 1,609officialmeasured/reported by: Artificial Analysis | — | 1,555officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 64.2officialmeasured/reported by: OpenAI | 36.2officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 168.48third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6.1 SolOpenAI · Max | Max | — | — | — | 57.0%officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 95.4%third-partymeasured/reported by: Epoch AI | 93.7%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 73.9%third-partymeasured/reported by: Epoch AI | 68.0%third-partymeasured/reported by: Epoch AI | 61.1%third-partymeasured/reported by: Epoch AI | — | 1,482third-partymeasured/reported by: LMArena | 1,486third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6.1 TerraOpenAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 62.7officialmeasured/reported by: OpenAI | 31.4officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 167.67third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6.1 TerraOpenAI · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 94.3%third-partymeasured/reported by: Epoch AI | 90.9%third-partymeasured/reported by: Epoch AI | 92.7%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 57.3%third-partymeasured/reported by: Epoch AI | — | 76.7%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 LunaOpenAI · not stated | not stated | 16.4%official | — | — | — | 42.4%official | — | — | — | — | — | — | — | 1,336official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 29.1%official | — | — | — | — | — | — | — | — | — | — | 60.8officialmeasured/reported by: OpenAI | 31.4officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 156.41third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 LunaOpenAI · Low | Low | — | — | — | — | — | — | — | — | — | — | 1,036official | — | — | — | — | — | — | — | — | — | 19.2%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 LunaOpenAI · Med (default) | Meddefault | — | — | — | — | — | — | — | — | — | — | 1,262official | — | — | — | — | — | — | — | — | — | 37.5%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 LunaOpenAI · High | High | — | — | — | — | — | — | — | — | — | — | 1,344official | — | — | — | — | — | — | — | — | — | 42.3%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 LunaOpenAI · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | 1,364official | — | — | — | — | — | — | — | — | — | 44.8%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 LunaOpenAI · Max | Max | — | — | — | — | — | — | — | — | — | — | 1,437official | — | — | — | — | — | — | — | — | — | 48.9%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.5%third-partymeasured/reported by: Epoch AI | 79.0%third-partymeasured/reported by: Epoch AI | 56.1%third-partymeasured/reported by: Epoch AI | 98.9%third-partymeasured/reported by: Epoch AI | 41.4%third-partymeasured/reported by: Epoch AI | 36.0%third-partymeasured/reported by: Epoch AI | 26.7%third-partymeasured/reported by: Epoch AI | — | 1,441third-partymeasured/reported by: LMArena | 1,432third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 SolOpenAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | 1,487officialmeasured/reported by: Artificial Analysis | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 53.6%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 163.75third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 SolOpenAI · Low | Low | — | — | — | — | 37.3%official | — | — | — | — | — | — | — | 905official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 SolOpenAI · Med (default) | Meddefault | — | — | — | — | 45.9%official | — | — | — | — | — | — | — | 1,142official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 SolOpenAI · High | High | — | — | — | — | 47.7%official | — | — | — | — | — | — | — | 1,289official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 SolOpenAI · Xhigh | Xhigh | — | — | — | — | 48.4%official | — | — | — | — | — | — | — | 1,364official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-6 SolOpenAI · Max | Max | — | — | — | — | 49.3%official | — | — | — | — | — | — | — | 1,483official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 94.3%third-partymeasured/reported by: Epoch AI | 89.8%third-partymeasured/reported by: Epoch AI | 90.0%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 60.7%third-partymeasured/reported by: Epoch AI | 56.0%third-partymeasured/reported by: Epoch AI | 48.9%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 SolOpenAI · not stated | not stated | — | — | — | 22.4%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 60.5officialmeasured/reported by: OpenAI | 33.1officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 162.99third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 SolOpenAI · None | None | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 82.8%third-partymeasured/reported by: Epoch AI | — | — | 68.9%third-partymeasured/reported by: Epoch AI | — | 7.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 SolOpenAI · Low | Low | 7.9%officialmeasured/reported by: OpenAI | — | — | — | 35.4%official | — | — | 24.6%official24.6%official | — | — | 1,289official | — | — | — | — | 11.7%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 89.9%third-partymeasured/reported by: Epoch AI | — | — | 95.6%third-partymeasured/reported by: Epoch AI | — | 31.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 SolOpenAI · Med (default) | Meddefault | 20.9%officialmeasured/reported by: OpenAI | — | — | — | 39.9%official | — | — | 31.1%official31.1%official | — | — | 1,403official | — | — | — | — | 19.6%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 SolOpenAI · High | High | 26.1%officialmeasured/reported by: OpenAI | — | — | — | 45.1%official | — | — | 35.7%official35.7%official | — | — | 1,480official | — | — | — | — | 24.8%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 20.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 SolOpenAI · Xhigh | Xhigh | 28.5%officialmeasured/reported by: OpenAI | — | — | — | 46.8%official | — | — | 37.7%official37.7%official | — | — | 1,548official | — | — | — | — | 26.3%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 46.9%third-partymeasured/reported by: Sierra | — | — |
| GPT-5.6 SolOpenAI · Max | Max | 37.3%officialmeasured/reported by: OpenAI | — | — | — | 47.5%official | — | — | 41.7%official41.7%official | — | — | 1,588official | — | — | — | — | 28.8%officialmeasured/reported by: Zapier | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 93.5%third-partymeasured/reported by: Epoch AI | 89.1%third-partymeasured/reported by: Epoch AI | 82.9%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 69.7%third-partymeasured/reported by: Epoch AI | 59.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 TerraOpenAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 57.7officialmeasured/reported by: OpenAI | 32.7officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 160.73third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 TerraOpenAI · None | None | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 77.3%third-partymeasured/reported by: Epoch AI | — | — | 53.3%third-partymeasured/reported by: Epoch AI | — | 5.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 TerraOpenAI · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 87.4%third-partymeasured/reported by: Epoch AI | — | — | 88.9%third-partymeasured/reported by: Epoch AI | — | 27.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 TerraOpenAI · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 93.3%third-partymeasured/reported by: Epoch AI | 86.0%third-partymeasured/reported by: Epoch AI | 70.7%third-partymeasured/reported by: Epoch AI | 99.7%third-partymeasured/reported by: Epoch AI | 43.2%third-partymeasured/reported by: Epoch AI | 47.0%third-partymeasured/reported by: Epoch AI | 41.1%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 LunaOpenAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 55.7officialmeasured/reported by: OpenAI | 32officialmeasured/reported by: OpenAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 156.67third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 LunaOpenAI · None | None | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 63.6%third-partymeasured/reported by: Epoch AI | 39.7%third-partymeasured/reported by: Epoch AI | — | 40.0%third-partymeasured/reported by: Epoch AI | — | 3.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 LunaOpenAI · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 82.3%third-partymeasured/reported by: Epoch AI | 41.4%third-partymeasured/reported by: Epoch AI | — | 66.7%third-partymeasured/reported by: Epoch AI | — | 17.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.6 LunaOpenAI · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 91.6%third-partymeasured/reported by: Epoch AI | 82.1%third-partymeasured/reported by: Epoch AI | 61.0%third-partymeasured/reported by: Epoch AI | 98.3%third-partymeasured/reported by: Epoch AI | 41.0%third-partymeasured/reported by: Epoch AI | 43.0%third-partymeasured/reported by: Epoch AI | 21.1%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.5OpenAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 160.1third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.5OpenAI · None | None | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 77.3%third-partymeasured/reported by: Epoch AI | — | — | 57.8%third-partymeasured/reported by: Epoch AI | — | 9.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.5OpenAI · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.7%third-partymeasured/reported by: Epoch AI | — | — | 84.4%third-partymeasured/reported by: Epoch AI | — | 30.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.5OpenAI · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GPT-5.5OpenAI · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 85.3%third-partymeasured/reported by: Epoch AI | 72.5%third-partymeasured/reported by: Epoch AI | — | 63.0%third-partymeasured/reported by: Epoch AI | 63.0%third-partymeasured/reported by: Epoch AI | 23.3%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 44.6%third-partymeasured/reported by: Sierra | — | — |
| GPT-5.4OpenAI · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 39.4%third-partymeasured/reported by: Sierra | — | — |
| GPT-5.2OpenAI · None (default) | Nonedefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 52.5%third-partymeasured/reported by: Sierra | 12.6%third-partymeasured/reported by: Sierra | 75.0%third-partymeasured/reported by: Sierra | 57.2%third-partymeasured/reported by: Sierra |
| GPT-5.2OpenAI · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 83.0%third-partymeasured/reported by: Sierra | 32.2%third-partymeasured/reported by: Sierra | 81.6%third-partymeasured/reported by: Sierra | 89.7%third-partymeasured/reported by: Sierra |
| Gemini 4 CarbonGoogle · not stated | not stated | — | — | — | 64.8%official | — | — | 61.2%official | — | — | — | — | — | 1,611official | — | 61.8%official | 53.9%official | — | — | — | — | — | 81.5%official | — | — | — | — | — | 72.5%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 169.76third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 4 CarbonGoogle · Low | Low | — | — | — | — | — | 32.4%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 4 CarbonGoogle · Med (default) | Meddefault | — | — | — | — | — | 41.1%official | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 4 CarbonGoogle · High | High | 65.2%officialmeasured/reported by: Artificial Analysis | — | — | 64.8%officialmeasured/reported by: Artificial Analysis | — | 38.4%official | 61.2%officialmeasured/reported by: Proximal | — | — | 9.6%officialmeasured/reported by: Google | — | — | — | — | — | 53.9%officialmeasured/reported by: Zapier | — | — | — | — | — | 81.5%officialmeasured/reported by: Google | — | 77.4%officialmeasured/reported by: Google | — | — | — | 72.5%official | — | — | — | — | — | — | — | — | — | — | — | — | — | 59officialmeasured/reported by: Artificial Analysis | 70.4%officialmeasured/reported by: Vals AI | 16,484officialmeasured/reported by: Andon Labs | 58.6%officialmeasured/reported by: Andon Labs | 96.2%officialmeasured/reported by: Google | — | 72.0%officialmeasured/reported by: Surge AI | 71.0%officialmeasured/reported by: Collinear AI / Artificial Analysis | 54.8%officialmeasured/reported by: Google | 88.2%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 96.5%third-partymeasured/reported by: Epoch AI | 90.5%third-partymeasured/reported by: Epoch AI | 95.1%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 77.7%third-partymeasured/reported by: Epoch AI | 78.0%third-partymeasured/reported by: Epoch AI | — | — | 1,526third-partymeasured/reported by: LMArena | 1,563third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 4 ArgonGoogle · not stated | not stated | 57.4%officialmeasured/reported by: Google | — | — | — | — | — | — | — | 77.9%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | 69.2%officialmeasured/reported by: Google | — | 39.5%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 99.7%officialmeasured/reported by: Google | — | — | — | — | 65.4%officialmeasured/reported by: Google | 19.6%officialmeasured/reported by: Google | 91.9%officialmeasured/reported by: Google | 45.3%officialmeasured/reported by: Google | 88.8%officialmeasured/reported by: Google | 91.7%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 166.48third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 4 ArgonGoogle · High | High | 57.1%officialmeasured/reported by: Artificial Analysis | — | — | 52.9%officialmeasured/reported by: Artificial Analysis | — | — | 55.0%officialmeasured/reported by: Proximal | — | — | — | — | — | — | — | — | 51.3%officialmeasured/reported by: Zapier | — | — | — | — | — | 74.7%officialmeasured/reported by: Google | — | 69.0%officialmeasured/reported by: Google | — | — | — | 71.6%official | — | — | — | — | — | — | — | — | — | — | — | — | — | 50officialmeasured/reported by: Artificial Analysis | 69.2%officialmeasured/reported by: Vals AI | 13,718officialmeasured/reported by: Andon Labs | 54.4%officialmeasured/reported by: Andon Labs | 84.2%officialmeasured/reported by: Google | — | 76.0%officialmeasured/reported by: Surge AI | 68.0%officialmeasured/reported by: Collinear AI / Artificial Analysis | 42.0%officialmeasured/reported by: Google | 83.4%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 96.4%third-partymeasured/reported by: Epoch AI | 86.0%third-partymeasured/reported by: Epoch AI | 78.1%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 76.0%third-partymeasured/reported by: Epoch AI | 59.0%third-partymeasured/reported by: Epoch AI | 58.9%third-partymeasured/reported by: Epoch AI | — | 1,522third-partymeasured/reported by: LMArena | 1,540third-partymeasured/reported by: LMArena | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.8 FlashGoogle · not stated | not stated | 19.1%officialmeasured/reported by: Google | — | 89.4%officialmeasured/reported by: Google | — | — | — | — | — | 73.7%officialmeasured/reported by: Google | — | — | 1,545officialmeasured/reported by: Google | — | — | — | — | — | — | 54.9%officialmeasured/reported by: Google | — | — | — | 59.0%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 61.4%officialmeasured/reported by: Google | 10.0%officialmeasured/reported by: Google | — | — | 86.2%officialmeasured/reported by: Google | 87.8%officialmeasured/reported by: Google | 35.0%officialmeasured/reported by: Google | 86.2%officialmeasured/reported by: Google | 88.8%officialmeasured/reported by: Google | 56.5%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 158.79third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.8 FlashGoogle · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 95.4%third-partymeasured/reported by: Epoch AI | 68.4%third-partymeasured/reported by: Epoch AI | 22.0%third-partymeasured/reported by: Epoch AI | 98.9%third-partymeasured/reported by: Epoch AI | 69.7%third-partymeasured/reported by: Epoch AI | 58.0%third-partymeasured/reported by: Epoch AI | 38.9%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.6 FlashGoogle · not stated | not stated | — | 5.4%officialmeasured/reported by: Google | 78.0%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 51.2%officialmeasured/reported by: Google | — | — | — | 33.8%officialmeasured/reported by: Google | — | 24.2%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 76.1%officialmeasured/reported by: Google | 84.2%officialmeasured/reported by: Google | 22.0%officialmeasured/reported by: Google | 85.2%officialmeasured/reported by: Google | 80.6%officialmeasured/reported by: Google | 41.2%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 155.21third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | 89.4%officialmeasured/reported by: Google | — | — | — | — | — | — | — | 91.8%officialmeasured/reported by: Google | — | — | — | — | — | — |
| Gemini 3.6 FlashGoogle · Minimal | Minimal | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 85.9%third-partymeasured/reported by: Epoch AI | — | — | 80.0%third-partymeasured/reported by: Epoch AI | — | 29.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.6 FlashGoogle · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 86.4%third-partymeasured/reported by: Epoch AI | — | — | 82.2%third-partymeasured/reported by: Epoch AI | — | 42.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.6 FlashGoogle · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 94.1%third-partymeasured/reported by: Epoch AI | 59.0%third-partymeasured/reported by: Epoch AI | 22.0%third-partymeasured/reported by: Epoch AI | 94.2%third-partymeasured/reported by: Epoch AI | 66.2%third-partymeasured/reported by: Epoch AI | 40.0%third-partymeasured/reported by: Epoch AI | 23.3%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.5 Flash-LiteGoogle · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 145.63third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.5 Flash-LiteGoogle · Minimal (default) | Minimaldefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 74.2%third-partymeasured/reported by: Epoch AI | — | — | 51.1%third-partymeasured/reported by: Epoch AI | — | 7.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.5 Flash-LiteGoogle · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 75.8%third-partymeasured/reported by: Epoch AI | — | — | 60.0%third-partymeasured/reported by: Epoch AI | — | 21.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.5 Flash-LiteGoogle · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 83.3%third-partymeasured/reported by: Epoch AI | 26.0%third-partymeasured/reported by: Epoch AI | 0.0%third-partymeasured/reported by: Epoch AI | 71.1%third-partymeasured/reported by: Epoch AI | — | 16.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.1 Pro PreviewGoogle · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 83.3%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | 94.1%third-partymeasured/reported by: Epoch AI | 59.7%third-partymeasured/reported by: Epoch AI | 26.8%third-partymeasured/reported by: Epoch AI | 95.6%third-partymeasured/reported by: Epoch AI | — | — | — | 156.18third-partymeasured/reported by: Epoch AI | — | — | 54.2%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | 76.2%officialmeasured/reported by: Google | — | 80.5%officialmeasured/reported by: Google | — | — | — | — | — | — | 84.9%officialmeasured/reported by: Google | 26.3%officialmeasured/reported by: Google | — | — | — | — | — |
| Gemini 3.1 Pro PreviewGoogle · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 94.4%third-partymeasured/reported by: Epoch AI | — | — | 95.6%third-partymeasured/reported by: Epoch AI | 73.5%third-partymeasured/reported by: Epoch AI | 51.0%third-partymeasured/reported by: Epoch AI | 8.9%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 26.0%third-partymeasured/reported by: Sierra | — | — |
| Gemini 3.1 Flash-LiteGoogle · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 145.01third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.1 Flash-LiteGoogle · Minimal (default) | Minimaldefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 73.7%third-partymeasured/reported by: Epoch AI | 21.4%third-partymeasured/reported by: Epoch AI | — | 37.8%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.1 Flash-LiteGoogle · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 74.2%third-partymeasured/reported by: Epoch AI | 22.5%third-partymeasured/reported by: Epoch AI | — | 44.4%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.1 Flash-LiteGoogle · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 81.8%third-partymeasured/reported by: Epoch AI | 27.7%third-partymeasured/reported by: Epoch AI | — | 80.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3 Flash PreviewGoogle · not stated | not stated | — | — | 58.0%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 80.3%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | 83.2%third-partymeasured/reported by: Epoch AI | 51.2%third-partymeasured/reported by: Epoch AI | 17.1%third-partymeasured/reported by: Epoch AI | 92.8%third-partymeasured/reported by: Epoch AI | — | — | — | 152.32third-partymeasured/reported by: Epoch AI | — | — | 49.6%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | 65.1%officialmeasured/reported by: Google | — | 81.2%officialmeasured/reported by: Google | — | — | — | — | — | — | 67.2%officialmeasured/reported by: Google | 22.1%officialmeasured/reported by: Google | — | — | — | — | — |
| Gemini 3 Flash PreviewGoogle · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 89.4%third-partymeasured/reported by: Epoch AI | — | — | 95.6%third-partymeasured/reported by: Epoch AI | 66.8%third-partymeasured/reported by: Epoch AI | 40.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 82.5%third-partymeasured/reported by: Sierra | 27.3%third-partymeasured/reported by: Sierra | 76.8%third-partymeasured/reported by: Sierra | 91.2%third-partymeasured/reported by: Sierra |
| Gemini 2.5 ProGoogle · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 85.3%third-partymeasured/reported by: Epoch AI | 24.6%third-partymeasured/reported by: Epoch AI | 0.0%third-partymeasured/reported by: Epoch AI | 84.7%third-partymeasured/reported by: Epoch AI | — | — | — | 144.87third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 2.5 ProGoogle · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 13.7%third-partymeasured/reported by: Sierra | — | — |
| Gemini 2.5 FlashGoogle · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 140.81third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.7 FlashGoogle · not stated | not stated | — | 14.9%officialmeasured/reported by: Google | 85.8%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 53.6%officialmeasured/reported by: Google | — | — | — | 47.9%officialmeasured/reported by: Google | — | 26.3%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 82.1%officialmeasured/reported by: Google | 85.4%officialmeasured/reported by: Google | 34.0%officialmeasured/reported by: Google | 84.5%officialmeasured/reported by: Google | 87.1%officialmeasured/reported by: Google | 43.5%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 158.36third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | 88.7%officialmeasured/reported by: Google | — | — | — | — | — | — | — | 97.0%officialmeasured/reported by: Google | — | — | — | — | — | — |
| Gemini 3.7 FlashGoogle · High | High | — | — | — | — | — | — | — | — | 65.3%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 94.8%third-partymeasured/reported by: Epoch AI | 71.6%third-partymeasured/reported by: Epoch AI | 36.6%third-partymeasured/reported by: Epoch AI | 97.2%third-partymeasured/reported by: Epoch AI | 69.2%third-partymeasured/reported by: Epoch AI | 66.0%third-partymeasured/reported by: Epoch AI | 41.1%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Gemini 3.5 FlashGoogle · not stated | not stated | — | — | 76.2%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 84.2%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 55.1%officialmeasured/reported by: Google | — | — | — | — | — | — | — | — | — | 78.4%officialmeasured/reported by: Google | — | 83.6%officialmeasured/reported by: Google | — | — | — | — | — | — | 77.3%officialmeasured/reported by: Google | 26.6%officialmeasured/reported by: Google | — | — | — | — | — |
| Gemini 3 Pro PreviewGoogle · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 80.5%third-partymeasured/reported by: Sierra | 18.0%third-partymeasured/reported by: Sierra | 75.9%third-partymeasured/reported by: Sierra | 91.0%third-partymeasured/reported by: Sierra |
| Grok 4.7xAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 156.18third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Grok 4.7xAI · High (default) | Highdefault | — | — | — | — | — | — | — | — | 71.0%officialmeasured/reported by: xAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Grok 4.7xAI · Xhigh | Xhigh | 37.6%officialmeasured/reported by: xAI | — | — | — | — | — | — | 46.3%officialmeasured/reported by: xAI | — | — | — | — | 1,657officialmeasured/reported by: xAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 56.7%officialmeasured/reported by: xAI | — | — | — | — | — | — | — | — | — | — | — | 19.6%officialmeasured/reported by: xAI | — | — | — | — | — | — | — | — | 64.0%officialmeasured/reported by: xAI | — | — | — | — | — | — | 92.7%third-partymeasured/reported by: Epoch AI | 53.0%third-partymeasured/reported by: Epoch AI | 17.1%third-partymeasured/reported by: Epoch AI | 98.1%third-partymeasured/reported by: Epoch AI | 56.0%third-partymeasured/reported by: Epoch AI | 41.0%third-partymeasured/reported by: Epoch AI | 54.4%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Grok 4.6xAI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 157.79third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Grok 4.6xAI · High (default) | Highdefault | 20.3%officialmeasured/reported by: xAI | — | — | — | — | — | — | 40.4%officialmeasured/reported by: xAI | 65.2%officialmeasured/reported by: xAI | — | — | — | 1,546officialmeasured/reported by: xAI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 48.5%officialmeasured/reported by: xAI | — | — | — | — | — | — | — | — | — | — | — | 15.8%officialmeasured/reported by: xAI | — | — | — | — | — | — | — | — | 53.0%officialmeasured/reported by: xAI | — | — | — | — | — | — | 94.0%third-partymeasured/reported by: Epoch AI | — | — | 97.8%third-partymeasured/reported by: Epoch AI | 49.3%third-partymeasured/reported by: Epoch AI | 33.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Grok 4.6xAI · Xhigh | Xhigh | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 93.2%third-partymeasured/reported by: Epoch AI | 66.0%third-partymeasured/reported by: Epoch AI | 31.7%third-partymeasured/reported by: Epoch AI | 99.2%third-partymeasured/reported by: Epoch AI | 48.9%third-partymeasured/reported by: Epoch AI | 33.0%third-partymeasured/reported by: Epoch AI | 41.1%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Grok 4.5xAI · High (default) | Highdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 47.9%third-partymeasured/reported by: Sierra | — | — |
| DeepSeek-V4-Pro-0813DeepSeek · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 155.94third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| DeepSeek-V4-Pro-0813DeepSeek · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 91.7%third-partymeasured/reported by: Epoch AI | 64.6%third-partymeasured/reported by: Epoch AI | 26.8%third-partymeasured/reported by: Epoch AI | 98.6%third-partymeasured/reported by: Epoch AI | 52.9%third-partymeasured/reported by: Epoch AI | 46.0%third-partymeasured/reported by: Epoch AI | 33.3%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| DeepSeek-V4.1-Flash-1017DeepSeek · not stated | not stated | 42.3%officialmeasured/reported by: DeepSeek | — | — | — | — | — | — | — | 77.0%officialmeasured/reported by: DeepSeek | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 159.41third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| DeepSeek-V4.1-Flash-1017DeepSeek · Max | Max | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 93.2%third-partymeasured/reported by: Epoch AI | 71.2%third-partymeasured/reported by: Epoch AI | 46.3%third-partymeasured/reported by: Epoch AI | 99.4%third-partymeasured/reported by: Epoch AI | 42.5%third-partymeasured/reported by: Epoch AI | 46.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| DeepSeek-V4.1-FlashDeepSeek · not stated | not stated | 31.2%officialmeasured/reported by: DeepSeek | 30.0%officialmeasured/reported by: DeepSeek | 90.6%officialmeasured/reported by: DeepSeek | — | — | — | — | — | 74.2%officialmeasured/reported by: DeepSeek | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 31.8%officialmeasured/reported by: DeepSeek | — | 78.9%officialmeasured/reported by: DeepSeek | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 62.8%officialmeasured/reported by: DeepSeek | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 89.8%third-partymeasured/reported by: Epoch AI | 67.4%third-partymeasured/reported by: Epoch AI | 26.8%third-partymeasured/reported by: Epoch AI | 98.3%third-partymeasured/reported by: Epoch AI | 42.9%third-partymeasured/reported by: Epoch AI | 48.0%third-partymeasured/reported by: Epoch AI | 64.4%third-partymeasured/reported by: Epoch AI | 156.7third-partymeasured/reported by: Epoch AI | — | — | — | — | — | 20.3%officialmeasured/reported by: DeepSeek | 64officialmeasured/reported by: DeepSeek | — | 54.8%officialmeasured/reported by: DeepSeek | — | — | — | — | — | — | — | — | — | 89.6%officialmeasured/reported by: DeepSeek | 49.0%officialmeasured/reported by: DeepSeek | — | — | — | — | — | — | — | — |
| GLM-5.3Z.ai · not stated | not stated | — | 28.3%officialmeasured/reported by: Z.ai | 88.2%officialmeasured/reported by: Z.ai | — | — | — | — | — | 66.9%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | 62.5%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | 28.5%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 84.5%officialmeasured/reported by: Z.ai | 54.4%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | — | — | — | 157.1third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | 58officialmeasured/reported by: Z.ai | — | 48.2%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GLM-5.3Z.ai · Max (default) | Maxdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 39.8%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.9%third-partymeasured/reported by: Epoch AI | 68.8%third-partymeasured/reported by: Epoch AI | 29.3%third-partymeasured/reported by: Epoch AI | 91.1%third-partymeasured/reported by: Epoch AI | 41.0%third-partymeasured/reported by: Epoch AI | 37.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | 42.5%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GLM-5.3-FlashZ.ai · not stated | not stated | — | — | — | — | — | — | — | — | 63.4%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 153.82third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | 48.8%officialmeasured/reported by: Z.ai | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GLM-5.3-FlashZ.ai · Max (default) | Maxdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.2%third-partymeasured/reported by: Epoch AI | 55.8%third-partymeasured/reported by: Epoch AI | 17.1%third-partymeasured/reported by: Epoch AI | 93.9%third-partymeasured/reported by: Epoch AI | — | 21.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| GLM-5.2Z.ai · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 37.1%third-partymeasured/reported by: Sierra | — | — |
| GLM-5Z.ai · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 82.5%third-partymeasured/reported by: Sierra | 9.8%third-partymeasured/reported by: Sierra | 73.7%third-partymeasured/reported by: Sierra | 86.8%third-partymeasured/reported by: Sierra |
| Kimi K3.1 ProMoonshot AI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 161.37third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Kimi K3.1 ProMoonshot AI · Max (default) | Maxdefault | 65.7%officialmeasured/reported by: Moonshot AI | — | — | 38.1%officialmeasured/reported by: Moonshot AI | — | — | — | — | 75.5%officialmeasured/reported by: Moonshot AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.2%officialmeasured/reported by: Moonshot AI | — | — | — | — | 92.7officialmeasured/reported by: Moonshot AI | 72.8officialmeasured/reported by: Moonshot AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 20.7%officialmeasured/reported by: Moonshot AI | — | — | — | — | — | — | — | 34.6%officialmeasured/reported by: Moonshot AI | 89.0%officialmeasured/reported by: Moonshot AI | — | — | — | — | — | 64.4officialmeasured/reported by: Moonshot AI | 58.6officialmeasured/reported by: Moonshot AI | — | — | 94.2%third-partymeasured/reported by: Epoch AI | 78.3%third-partymeasured/reported by: Epoch AI | 65.9%third-partymeasured/reported by: Epoch AI | 100.0%third-partymeasured/reported by: Epoch AI | 62.2%third-partymeasured/reported by: Epoch AI | 45.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | 51.7%officialmeasured/reported by: Moonshot AI | — | 31.5%officialmeasured/reported by: Moonshot AI | — | — | — | — | 92.1%officialmeasured/reported by: Moonshot AI | — | — | 93.4%officialmeasured/reported by: Moonshot AI | 84.1%officialmeasured/reported by: Moonshot AI | 90.0%officialmeasured/reported by: Moonshot AI | — | — | 95.4%officialmeasured/reported by: Moonshot AI | 63.0%officialmeasured/reported by: Moonshot AI | 67.4officialmeasured/reported by: Moonshot AI | — | — | 36.5%officialmeasured/reported by: Moonshot AI | — | — | — | — |
| Kimi K3Moonshot AI · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 158.58third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Kimi K3Moonshot AI · Low | Low | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 84.9%third-partymeasured/reported by: Epoch AI | — | — | 68.9%third-partymeasured/reported by: Epoch AI | — | 18.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Kimi K3Moonshot AI · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 91.9%third-partymeasured/reported by: Epoch AI | — | — | 93.3%third-partymeasured/reported by: Epoch AI | — | 37.0%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Kimi K3Moonshot AI · Max (default) | Maxdefault | — | — | 88.3%officialmeasured/reported by: Moonshot AI | — | — | — | — | — | 67.5%officialmeasured/reported by: Moonshot AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 36.6%officialmeasured/reported by: Moonshot AI | — | — | — | 84.8%officialmeasured/reported by: Moonshot AI | — | — | — | — | — | — | — | — | — | 93.1%third-partymeasured/reported by: Epoch AI | 72.2%third-partymeasured/reported by: Epoch AI | 39.0%third-partymeasured/reported by: Epoch AI | 97.2%third-partymeasured/reported by: Epoch AI | 50.6%third-partymeasured/reported by: Epoch AI | 36.0%third-partymeasured/reported by: Epoch AI | 54.4%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | 42.0%officialmeasured/reported by: Moonshot AI | — | — | 48.3%officialmeasured/reported by: Moonshot AI | — | 30.8%officialmeasured/reported by: Moonshot AI | 91.2%officialmeasured/reported by: Moonshot AI | 84.2%officialmeasured/reported by: Moonshot AI | — | 91.3%officialmeasured/reported by: Moonshot AI | 81.6%officialmeasured/reported by: Moonshot AI | 83.4%officialmeasured/reported by: Moonshot AI | 94.3%officialmeasured/reported by: Moonshot AI | 97.8%officialmeasured/reported by: Moonshot AI | 85.7%officialmeasured/reported by: Moonshot AI | 41.0%officialmeasured/reported by: Moonshot AI | 63.3officialmeasured/reported by: Moonshot AI | — | — | — | — | 37.1%third-partymeasured/reported by: Sierra | — | — |
| Mistral Large 4Mistral AI · not stated | not stated | 28.3%officialmeasured/reported by: Mistral AI | — | — | — | — | — | — | — | 61.7%officialmeasured/reported by: Mistral AI | — | — | — | — | 1,393officialmeasured/reported by: Mistral AI | — | 59.9%officialmeasured/reported by: Mistral AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 59.4%officialmeasured/reported by: Mistral AI | 93.0%officialmeasured/reported by: Mistral AI | — | — | — | — | — | — | — | 152.69third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Mistral Large 4Mistral AI · High | High | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 88.1%third-partymeasured/reported by: Epoch AI | 58.6%third-partymeasured/reported by: Epoch AI | 26.8%third-partymeasured/reported by: Epoch AI | 98.3%third-partymeasured/reported by: Epoch AI | 20.0%third-partymeasured/reported by: Epoch AI | 33.0%third-partymeasured/reported by: Epoch AI | 27.8%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Qwen3.8-MaxAlibaba(Qwen) · not stated | not stated | — | — | 86.6%officialmeasured/reported by: Alibaba (Qwen) | — | — | — | — | — | 56.6%officialmeasured/reported by: Alibaba (Qwen) | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 157.59third-partymeasured/reported by: Epoch AI | — | — | 67.7%officialmeasured/reported by: Alibaba (Qwen) | — | — | — | 55.9officialmeasured/reported by: Alibaba (Qwen) | 41.0%officialmeasured/reported by: Alibaba (Qwen) | — | 27.3%officialmeasured/reported by: Alibaba (Qwen) | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |
| Qwen3.8-MaxAlibaba(Qwen) · Xhigh (default) | Xhighdefault | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.7%third-partymeasured/reported by: Epoch AI | 74.7%third-partymeasured/reported by: Epoch AI | 46.3%third-partymeasured/reported by: Epoch AI | 99.4%third-partymeasured/reported by: Epoch AI | 45.8%third-partymeasured/reported by: Epoch AI | 46.0%third-partymeasured/reported by: Epoch AI | 52.2%third-partymeasured/reported by: Epoch AI | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 55.2%third-partymeasured/reported by: Sierra | — | — |
| Qwen3.8-27BAlibaba(Qwen) · not stated | not stated | — | — | — | — | — | — | — | — | 42.2%officialmeasured/reported by: Alibaba (Qwen) | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 61.7%officialmeasured/reported by: Alibaba (Qwen) | — | — | — | 42.3officialmeasured/reported by: Alibaba (Qwen) | — | — | — | — | — | — | — | — | — | 90.0%officialmeasured/reported by: Alibaba (Qwen) | 94.6%officialmeasured/reported by: Alibaba (Qwen) | — | — | — | — | — | — | — | — | — | — |
| Qwen3.5-397B-A17BAlibaba(Qwen) · not stated | not stated | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 81.5%third-partymeasured/reported by: Sierra | 9.8%third-partymeasured/reported by: Sierra | 84.4%third-partymeasured/reported by: Sierra | 97.8%third-partymeasured/reported by: Sierra |
Benchmark columns
- Terminal-Bench 4.0
- Agentic coding. Measures whether an agent can complete complex, multi-step professional tasks in a CLI environment (v4.0). Sorting uses values from “Accuracy vs Cost figure announced by Anthropic (Opus 5.5 and Sonnet 5.5 pages)”.
- Terminal-Bench 3.0
- Agentic coding. Version 3.0 of Terminal-Bench. Sorting uses values from “Gemini 3.7 Flash model card”.
- Terminal-Bench 2.1
- Agentic coding. Version 2.1 of Terminal-Bench. Sorting uses values from “Gemini 3.7 Flash model card”.
- Terminal-Bench-Science 0.1
- Agentic coding. An evaluation of agentic scientific research tasks performed in a terminal (v0.1). Sorting uses values from “Introducing Claude Fable 5.2 and Claude Mythos 5.2”.
- FrontierCode v1.1(main set)
- Agentic coding. Evaluates whether an agent's code changes are merged by OSS maintainers (v1.1, main set). Sorting uses values from “Accuracy vs Cost figure announced by Anthropic (Opus 5.5 and Sonnet 5.5 pages)”.
- FrontierCode 2.0
- Agentic coding. Evaluates whether an agent can write code changes that OSS repository maintainers merge (v2.0).
- FrontierSWE 2
- Agentic coding. Proximal's challenging software engineering agent evaluation (v2). Sorting uses values from “Introducing Claude Fable 5.2 and Claude Mythos 5.2”.
- CursorBench 4.0
- Agentic coding. Evaluates coding agents on ambiguous multi-file tasks drawn from real Cursor sessions (v4.0). Sorting uses values from “Introducing Claude Opus 5.5”.
- DeepSWE v1.1
- Agentic coding. Success rate on long-term software engineering tasks (v1.1). Sorting uses values from “Grok 4.7 (xAI news)”.
- SWE-sweep
- Agentic coding. Subtask-weighted reward on long-term software modification tasks.
- GDPval-AA v2.1
- Knowledge. Artificial Analysis agent evaluation on practical tasks across 44 occupations (Elo, v2.1). Sorting uses values from “Introducing Claude Opus 5.5”.
- GDPval-AA v2
- Knowledge. Artificial Analysis evaluation of intellectual work tasks (Elo, v2).
- AA-Briefcase v1.1(Elo)
- Knowledge. Artificial Analysis evaluation of long-term knowledge work (Elo, v1.1). Sorting uses values from “Introducing Claude Sonnet 5.5”.
- AA-Briefcase (Elo, version not stated)
- Knowledge. Artificial Analysis evaluation of long-term knowledge work (Elo). Kept separate from v1.1 because the version is not stated in the source.
- AA-Briefcase v1.1(rubric)
- Knowledge. AA-Briefcase v1.1 rubric score.
- AutomationBench
- Tool use. Created by Zapier. Measures whether business workflows can be carried out across numerous integrated apps. Sorting uses values from “Introducing Claude Opus 5.5”.
- Humanity's Last Exam (with tools)
- Reasoning. Expert-level academic knowledge and reasoning test (with tools). Sorting uses values from “Introducing Claude Fable 5.2 and Claude Mythos 5.2”.
- Humanity's Last Exam (without tools)
- Reasoning. Expert-level academic knowledge and reasoning test (without tools). Sorting uses values from “Introducing Claude Haiku 5.5”.
- HLE-Verified
- Reasoning. Verified subset of Humanity's Last Exam. Sorting uses values from “Gemini 3.7 Flash model card”.
- OSWorld 2.1(partial)
- Computer use. Measures whether an agent can complete long, multi-step tasks through real computer use (v2.1, partial credit). Sorting uses values from “Introducing Claude Sonnet 5.5”.
- OSWorld 2.1(offline subset)
- Computer use. Offline subset of OSWorld 2.1 (as labeled on the Claude Haiku 5.5 announcement page).
- OSWorld 2.1 (offline set, partial)
- Computer use. Partial score on the OSWorld 2.1 offline set (82 tasks). Sorting uses values from “Introducing Claude Fable 5.2 and Claude Mythos 5.2”.
- OSWorld 2.0
- Computer use. Partial score on OSWorld 2.0. Sorting uses values from “Gemini 3.7 Flash model card”.
- Agents' Last Exam v1.1(rubric score)
- Computer use. Long-running practical tasks for agents (v1.1, 122 tasks, averaged rubric score).
- Agents' Last Exam (pass rate, version not stated)
- Computer use. Agents' Last Exam pass rate. Kept separate from v1.1 (rubric score) because the version is not stated in the source. Sorting uses values from “Gemini 3.7 Flash model card”.
- Agents' Last Exam (version and metric not stated)
- Computer use. Agents' Last Exam. Kept separate from other Agents' Last Exam results because the version and metric are not stated in the source.
- Chartography (with tools)
- Multimodal. Accuracy in reading charts and figures (with tools). Sorting uses values from “Introducing Claude Opus 5.5”.
- Chartography (without tools)
- Multimodal. Accuracy in reading charts and figures (without tools). Provided by Surge AI. Sorting uses values from “Introducing Claude Fable 5.2 and Claude Mythos 5.2”.
- WANDR
- Tool use. Perplexity agent evaluation on large-scale data collection tasks.
- WANDR(relaxed score)
- Tool use. WANDR relaxed score.
- BenchCAD 2.1 (with tools)
- Other. Evaluates how closely hardware designs (shapes and circuits) match a reference, with partial credit from 0 to 100 (v2.1, with tools).
- BenchCAD (with tools, version not stated)
- Other. CAD generation evaluation (with tools). Kept separate from BenchCAD 2.1 because the version is not stated in the source.
- BenchCAD (without tools, version not stated)
- Other. CAD generation evaluation (without tools). The version is not stated in the source.
- CVE Rediscovery
- Other. Anthropic internal evaluation. The proportion of public CVEs that can be independently discovered from snapshots taken before fixes.
- CyScenarioBench
- Other. Cybersecurity scenario evaluation (tasks are specific to each lab).
- De novo binder design (24 hours)
- Other. De novo protein binder design (24 hours).
- RoboDojo Sim
- Other. Simulated dual-arm robot control.
- Remote Labor Index(RLI)
- Knowledge. A metric measuring performance on remote work tasks.
- HealthBench Professional (length-adjusted score)
- Knowledge. OpenAI medical conversation evaluation (for experts). Length-adjusted score. Sorting uses values from “Claude Fable 5.2 and Claude Mythos 5.2 System Card”.
- HealthBench Hard (length-adjusted score)
- Knowledge. Hard subset of OpenAI's medical conversation evaluation. Length-adjusted score. Sorting uses values from “GPT-6 Astra System Card (Table 6. HealthBench Evaluations)”.
- HealthBench Professional
- Knowledge. Task evaluation for medical professionals. Whether length adjustment was used is not stated in the source.
- Artificial Analysis Intelligence Index v5.0
- Other. Artificial Analysis composite index combining multiple evaluations (v5.0, with tools).
- Vals Index v2.2
- Other. Vals AI composite index (v2.2).
- Vending-Bench 2
- Other. Vending machine management simulation. The score is the final balance (USD).
- Blueprint-Bench 2
- Multimodal. Similarity score for understanding drawings.
- GraphWalks BFS (256k to 1M)
- Long context. Graph traversal in a context of 256k to 1M tokens (BFS, F1).
- GraphWalks BFS (128k or less)
- Long context. Graph traversal in a context of up to 128k tokens (BFS, F1).
- RiemannBench
- Math. Surge research mathematics benchmark.
- CWE-bench v1
- Coding. Vulnerability patching (programmatic pass@1, v1).
- ExploitGym
- Other. Success rate for exploiting vulnerabilities. Sorting uses values from “Gemini 4 Carbon (Google DeepMind models page, benchmark table)”.
- SEC-bench Pro
- Other. The pass@1 for vulnerability discovery (creating a PoC). Sorting uses values from “Gemini 4 Carbon (Google DeepMind models page, benchmark table)”.
- Vals Finance Agent v2
- Tool use. Agent evaluation on financial analyst work (v2). Sorting uses values from “Gemini 4 Argon model card”.
- Harvey Legal Agent Benchmark
- Tool use. The all-pass rate on legal agent work. Sorting uses values from “Grok 4.7 (xAI news)”.
- Vibe Code Bench
- Coding. Evaluation of app generation (vibe coding).
- PostTrainBench
- Other. Practical engineering evaluation of ML post-training. This covers results whose version is not stated in the source (v1.2 is kept separate as posttrainbench-1-2). Sorting uses values from “Gemini 4 Argon model card”.
- LABBench 2
- Knowledge. Evaluation of biology research tasks. Sorting uses values from “Gemini 3.7 Flash model card”.
- LVBench
- Multimodal. Long-form video understanding. Sorting uses values from “Gemini 3.7 Flash model card”.
- GDP.PDF
- Knowledge. The all-pass rate on business tasks involving PDFs. Sorting uses values from “Gemini 3.7 Flash model card”.
- CharXiv Reasoning
- Multimodal. Reasoning about paper figures and tables (without tools). Sorting uses values from “Gemini 3.5 Flash model card”.
- BioMysteryBench(Human Solvable)
- Knowledge. Biology mystery tasks (group solvable by humans). Sorting uses values from “Gemini 3.7 Flash model card”.
- BioMysteryBench(Human Difficult)
- Knowledge. Biology mystery tasks (group difficult even for humans). Sorting uses values from “Gemini 3.7 Flash model card”.
- EEBench
- Other. Evaluation used in an xAI announcement (details not stated in the source).
- CyberGym
- Other. Cybersecurity evaluation of vulnerability reproduction. Sorting uses values from “Introducing Claude Opus 4.7”.
- ExploitBench
- Other. Evaluation of exploit creation.
- OfficeQA Pro v2
- Knowledge. QA evaluation of office documents (v2).
- Frontier Finance
- Knowledge. Evaluation of practical finance work.
- SWE-Atlas-QnA
- Coding. QA for codebase understanding.
- Cybench
- Other. CTF-style cybersecurity evaluation.
- GPQA Diamond
- Reasoning. 198 graduate-level science questions with 4 choices each (run by Epoch AI itself).
- FrontierMath Tiers 1-3(v2)
- Math. Epoch AI's private research-level mathematics problems, Tier 1-3 (v2).
- FrontierMath Tier 4(v2)
- Math. FrontierMath's most difficult Tier 4 (v2, private).
- OTIS Mock AIME 2024-2025
- Math. AIME-style mathematics competition problems (run by Epoch AI).
- SimpleQA Verified
- Knowledge. Short-answer factual knowledge questions (verified version, run by Epoch AI).
- Chess Puzzles(Epoch AI)
- Reasoning. Chess tactics problems (run by Epoch AI).
- MirrorCode
- Coding. Coding tasks run by Epoch AI.
- Epoch Capabilities Index(ECI)
- Other. A capability metric from Epoch AI combining many benchmarks (per model, with efforts combined).
- LMArena Text (style control, overall)
- Writing. Rating based on human votes in LMArena text head-to-head comparisons (with style control, the site's default display).
- LMArena Text Coding (without style control)
- Coding. The coding category of LMArena text head-to-head comparisons (without style control).
- SWE-Bench Pro
- Agentic coding. Resolution rate on agentic software engineering tasks (public set). Task modifications and harness differ by source (stated in conditions). Sorting uses values from “Gemini 3.5 Flash model card”.
- SWE-Marathon v1.1
- Agentic coding. Long-running software engineering tasks (v1.1). Sorting uses values from “GLM-5.3 (Hugging Face model card, zai-org)”.
- SWE-Marathon (version not stated)
- Agentic coding. Long-running software engineering tasks. Kept separate from v1.1 because the version is not stated in the source or the evaluation used tasks from before the final version of v1.1.
- ProgramBench(Almost Solved)
- Agentic coding. Proportion of tasks almost solved (score of at least 95%) in challenges to build programs from scratch. Sorting uses values from “DeepSeek-V4.1-Flash (Hugging Face model card, deepseek-ai)”.
- NL2Repo-Bench
- Agentic coding. Score on tasks to build an entire repository from natural-language specifications. Sorting uses values from “DeepSeek-V4.1-Flash (Hugging Face model card, deepseek-ai)”.
- MLS-Bench-Lite
- Agentic coding. Engineering tasks for machine learning research (Lite version). Sorting uses values from “Kimi K3 (Hugging Face model card, moonshotai)”.
- AutomationBench v1.0.6
- Tool use. Business workflow automation created by Zapier (v1.0.6). Kept separate from automationbench of a different version (Anthropic figure) and the public 600-task version. Sorting uses values from “DeepSeek-V4.1-Flash (Hugging Face model card, deepseek-ai)”.
- AutomationBench (600 public tasks)
- Tool use. Subset of AutomationBench's 600 public tasks. Sorting uses values from “Kimi K3 (Hugging Face model card, moonshotai)”.
- BrowseComp
- Tool use. Agent tasks that search the Web for answers. Sorting uses values from “Kimi K3.1 Pro (Hugging Face model card, moonshotai)”.
- MCP Atlas
- Tool use. Multi-step tool-use workflows using an MCP server. Subsets and graders differ by source (stated in conditions).
- OSWorld-Verified
- Computer use. Real computer use tasks (verified version). Execution methods differ by source (stated in conditions). Sorting uses values from “Gemini 3.5 Flash model card”.
- CharXiv Reasoning (with tools)
- Multimodal. Reasoning about paper figures and tables (with tools; Python, search and other tools differ by source). Sorting uses values from “Gemini 3.7 Flash model card”.
- MMMU-Pro
- Multimodal. Understanding and reasoning about image-based questions across multiple disciplines (without tools). Sorting uses values from “Gemini 3.5 Flash model card”.
- MMMU-Pro (with tools)
- Multimodal. MMMU-Pro solved with tools such as Python. Sorting uses values from “Kimi K3.1 Pro (Hugging Face model card, moonshotai)”.
- MathVision
- Math. Mathematics problems involving figures (without tools). Sorting uses values from “Kimi K3 (Hugging Face model card, moonshotai)”.
- MathVision (with tools)
- Math. Mathematics problems involving figures solved with tools such as code execution. Sorting uses values from “Kimi K3 (Hugging Face model card, moonshotai)”.
- BabyVision (with tools)
- Multimodal. Basic visual reasoning (with tools). Sorting uses values from “DeepSeek-V4.1-Flash (Hugging Face model card, deepseek-ai)”.
- ZeroBench main (with tools, pass@5)
- Multimodal. The pass@5 on difficult image reasoning problems (main set), with tools over 5 trial runs. Sorting uses values from “DeepSeek-V4.1-Flash (Hugging Face model card, deepseek-ai)”.
- OfficeQA Pro
- Knowledge. QA evaluation of office documents (kept separate from v2). Sorting uses values from “Kimi K3.1 Pro (Hugging Face model card, moonshotai)”.
- MRCR v2 (8-needle, 128k)
- Long context. Evaluation of retrieving multiple pieces of information from a long text (8-needle, average up to 128k). Sorting uses values from “Gemini 3.5 Flash model card”.
- MRCR v2 (8-needle, 1M)
- Long context. Evaluation of retrieving multiple pieces of information from a long text (8-needle, 1M tokens).
- PostTrainBench v1.2
- Other. Practical engineering evaluation of ML post-training (v1.2). Kept separate from posttrainbench whose version is not stated.
- τ²-bench airline (v1.0.1)
- Tool use. Measures whether a conversational agent using tools can interact with a simulator playing the user and complete airline customer service tasks according to policy (pass^1). Submissions with tau2_bench_version v1.0.1 (the user simulator is gpt-5.2, the submission's user_simulator). Airline task fixes were made in 1.0.0 ("Airline task fixes (27 tasks)" in [1.0.0] of the CHANGELOG), but the submission_date of the submissions shown here (2026-02-26 to 03-02) precedes the release of 1.0.0 (2026-03-18), and the submissions do not reveal whether they include the fixes. The v1.0.1 scoring changes apply only to banking_knowledge and do not affect this domain ("Other domains are unaffected" in [1.0.1] of the CHANGELOG).
- τ²-bench banking_knowledge (v1.0.1)
- Tool use. Measures whether a conversational agent using tools can interact with a simulator playing the user and complete banking customer service tasks that require knowledge base search according to policy (pass^1). Submissions with tau2_bench_version v1.0.1. The banking_knowledge scoring was corrected in v1.0.1, so values cannot be compared with those from versions before 1.0.1 ("banking_knowledge scores are not comparable across this release" in [1.0.1] of the CHANGELOG). Sorting uses values from “τ²-bench v1.0.1 banking_knowledge (run by Sierra, search alltools)”.
- τ²-bench retail (v1.0.1)
- Tool use. Measures whether a conversational agent using tools can interact with a simulator playing the user and complete retail customer service tasks according to policy (pass^1). Submissions with tau2_bench_version v1.0.1 (the user simulator is gpt-5.2, the submission's user_simulator). Retail task fixes were made in 1.0.0 ("Retail task fixes (26 tasks)" in [1.0.0] of the CHANGELOG), but the submission_date of the submissions shown here (2026-02-26 to 03-02) precedes the release of 1.0.0 (2026-03-18), and the submissions do not reveal whether they include the fixes. The v1.0.1 scoring changes apply only to banking_knowledge and do not affect this domain ("Other domains are unaffected" in [1.0.1] of the CHANGELOG).
- τ²-bench telecom (v1.0.1)
- Tool use. Measures whether a conversational agent using tools can interact with a simulator playing the user and complete telecom technical support tasks according to policy (dual control, with the user also operating the device) (pass^1). Submissions with tau2_bench_version v1.0.1 (the user simulator is gpt-5.2, the submission's user_simulator). There is no item for telecom task fixes in [1.0.0] of the CHANGELOG. The v1.0.1 scoring changes apply only to banking_knowledge and do not affect this domain ("Other domains are unaffected" in [1.0.1] of the CHANGELOG).