BrowseComp
Agent tasks that search the Web for answers.
- Category
- Tool use
- Unit
- Percent (%)
- Higher is better
- Comparison groups
- 2total
- All model rankings (records) · Ranked results: 2
All model rankings (records)
These rankings are recalculated by comparison group including legacy models and models unavailable in Claude Code / Codex. They differ from the rankings above because the set of models differs.
Show rankings including legacy and unavailable models (entries: 2)
official results (Kimi K3.1 Pro (Hugging Face model card, moonshotai))
| Rank | Model | effort | Score | Source cost (metric) | measured/reported by | source |
|---|---|---|---|---|---|---|
| 1 | Kimi K3.1 Pro | Max | 92.1% | — | Moonshot AI | Kimi K3.1 Pro (Hugging Face model card, moonshotai)Retrieved 2026-11-13 · Vendor-reported value (self-reported by Moonshot AI). Table column heading Kimi K3.1 Pro (max), table note: all Kimi K3.1 Pro results use reasoning effort max, temperature 1.0, top-p 0.95. Context compression at 200K tokens; maximum 500 steps; top-p 1.0.Source excerptBrowseComp | 92.1Location HF model card "3. Evaluation Results" table, BrowseComp row, Kimi K3.1 Pro (max) column (leftmost numeric column). Supporting footnote: Agentic 9 |
official results (Kimi K3 (Hugging Face model card, moonshotai))
| Rank | Model | effort | Score | Source cost (metric) | measured/reported by | source |
|---|---|---|---|---|---|---|
| 1 | Kimi K3 | Max | 91.2% | — | Moonshot AI | Kimi K3 (Hugging Face model card, moonshotai)Retrieved 2026-11-13 · Vendor-reported value (self-reported by Moonshot AI). Table note: All Kimi K3 results are obtained with reasoning effort set to 'max' and temperature = 1.0. Context compression at 300K tokens (90.4 is separately stated for 1M without context management).Source excerptBrowseComp | 91.2Location HF model card "3. Evaluation Results" table, BrowseComp row, Kimi K3 (max) column (leftmost numeric column). Supporting footnote: Agentic / BrowseComp |