Kimi K3.1 Pro Tech Blog - Program Bench: leaderboard

Moonshot KimiK3.1Pro release evaluations; explicit max header, Kimi temperature1/top-p0.95 except specified overrides. Kimi Claude Code; binary task score1 iff underlying ProgramBench score>=95%; comparator cells copied. Task pass rate at95% threshold (%). Copied third-party comparator results are not re-ingested; source-specific harness retained.

Metric: Task pass rate at95% threshold (%). Source: www.kimi.com. 1 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K3.1 Pro (max)31.5#12 (Kimi K3.1 Pro)

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