Kimi K3.1 Pro Tech Blog - OfficeQA Pro: leaderboard
Moonshot KimiK3.1Pro release evaluations; explicit max header, Kimi temperature1/top-p0.95 except specified overrides. Entire PDFs rendered as images, no machine-readable text; GPT Codex, all others Claude Code; retrieved reference answers online receive0. Score (%). Copied third-party comparator results are not re-ingested; source-specific harness retained.
Metric: Score (%). Source: www.kimi.com. Saturation forecast: Around September 2028. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Fable 5.1 (Max) | 68.6 | #9 (Claude Fable 5.1) |
| 2 | GPT-6 Astra (Max) | 66.2 | #6 (GPT-6 Astra) |
| 3 | DeepSeek V4.1 Flash (1017) (Max) | 62.4 | #25 (DeepSeek V4.1 Flash (1017)) |
| 4 | GLM-5.3 (Max) | 58.6 | #37 (GLM-5.3) |
No result here: #4 Claude Opus 5.5, #7 GPT-6.1 Sol, #8 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=kimi-k3-1-pro-tech-blog-officeqa-pro · How It Works · Data refreshed daily, snapshot 2026-10-24.