Kimi K2.6 (Thinking): benchmark results

Moonshot Kimi K2.6 evaluated with thinking enabled. Provider: Moonshot. Released 2026-04-20. Access: Open.

Aggregate Rating 1724 ± 7, rank #293 of 2168 rated models, from 269 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
LLM Stats (MMLU-Redux)95.3Score (%)100
Qwen3.7 Launch - Humanity's Last Exam (with tools)54Score (%)100
SuperCLUE-Writing - Content Creativity89.39Score100
AA TAU-2 Bench95.91Accuracy (%)96.2
PatternEval - Response-Pattern Failure Rate (Thinking)0.99Bad-pattern trigger rate (%, lower is better; share of final95.8
VitaBench 2.048.1Avg@4 Full Context (imported)95.5
AA IFBench75.99Accuracy (%)94.9
UGI - Natural Intelligence65.25NatInt Score94.5
RuVerBench - Deep Research92.2Balanced Accuracy (%)94.1
UGI - Writing64.4Writing Score94.1
LLM Stats (PolyMATH)82.7Score (%)92.3
SuperCLUE-Writing - Content Style90.96Score92.3

Interactive version: theaggregate.ai/model?slug=kimi-k2-6-thinking · How It Works · Data refreshed daily, snapshot 2026-10-20.