OfficeQA Pro
QA evaluation of office documents (kept separate from v2).
- Category
- Knowledge
- Unit
- Score
- 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 | 67.4 | — | 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. Evaluated with Claude Code; PDF contains only page images.Source excerptOfficeQA Pro | 67.4Location HF model card "3. Evaluation Results" table, OfficeQA Pro row, Kimi K3.1 Pro (max) column (leftmost numeric column). Supporting footnote: Agentic 3 |
official results (Kimi K3 (Hugging Face model card, moonshotai))
| Rank | Model | effort | Score | Source cost (metric) | measured/reported by | source |
|---|---|---|---|---|---|---|
| 1 | Kimi K3 | Max | 63.3 | — | 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. Claude Code harness; PDF contains only page images.Source excerptOfficeQA Pro | 63.3Location HF model card "3. Evaluation Results" table, OfficeQA Pro row, Kimi K3 (max) column (leftmost numeric column). Supporting footnote: Agentic / OfficeQA Pro |