Kimi K3.1 Pro Tech Blog - HANDBOOK.md: leaderboard

Moonshot KimiK3.1Pro release evaluations; explicit max header, Kimi temperature1/top-p0.95 except specified overrides. Official OpenHands harness, early open-sourcev1 tasks. Score (%). Copied third-party comparator results are not re-ingested; source-specific harness retained.

Metric: Score (%). Source: www.kimi.com. Saturation forecast: Around 2029. 5 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 5.5 (Max)41.5#4 (Claude Opus 5.5)
2Claude Fable 5.1 (Max)38.8#9 (Claude Fable 5.1)
3DeepSeek V4.1 Flash (1017) (Max)28.9#25 (DeepSeek V4.1 Flash (1017))
4GLM-5.3 (Max)20.8#37 (GLM-5.3)

No result here: #6 GPT-6 Astra, #7 GPT-6.1 Sol, #8 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=kimi-k3-1-pro-tech-blog-handbook-md · How It Works · Data refreshed daily, snapshot 2026-10-24.