Kimi K3.1 Pro Tech Blog - GDP.pdf: leaderboard

Moonshot KimiK3.1Pro release evaluations; explicit max header, Kimi temperature1/top-p0.95 except specified overrides. 1152px page images interleaved with Docling text; Gemini3.5FlashMedium officialrubricjudge; strictpass amongfullyscoredresponses; five runs. DS/GLM cells copiedAA. Strict response pass rate (%). Copied third-party comparator results are not re-ingested; source-specific harness retained.

Metric: Strict response pass rate (%). Source: www.kimi.com. Saturation forecast: Around 2029. 4 models tracked.

Top models

#ModelScoreOverall rank
1GPT-6 Astra (Max)34.2#6 (GPT-6 Astra)
2Claude Opus 5.5 (Max)30.6#4 (Claude Opus 5.5)
3Claude Fable 5.1 (Max)27.6#9 (Claude Fable 5.1)

No result here: #7 GPT-6.1 Sol, #8 Gemini 4 Argon, #10 Muse Wonder Full.

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