Benchmarks

33 results across 21 benchmarks

Benchmark results for Kimi K2.6
BenchmarkScoreSource
AutomationBench 1.0.62.6%zapier.com for Kimi K2.6 on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Kimi K2.6 on AutomationBench 1.0.6
BabyVision OriginalReported as: thinking39.8%huggingface.co for Kimi K2.6 (thinking) on BabyVision Original (opens in a new tab)AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on BabyVision Original
BrowseCompReported as: thinking83.2%huggingface.co for Kimi K2.6 (thinking) on BrowseComp BrowseComp (opens in a new tab)BrowseComp AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on BrowseComp BrowseComp
Chartography October 2026 leaderboardReported as: Thinking on12.2%surgehq.ai for Kimi K2.6 (Thinking on) on Chartography October 2026 leaderboard (opens in a new tab)Archived copy (opens in a new tab)Chartography Pass@1Reported Benchmark leaderboardSurge AIIndependentRecord for Kimi K2.6 on Chartography October 2026 leaderboard
CharXiv Reasoning — No toolsReported as: thinkingConfiguration: No tools80.4%huggingface.co for Kimi K2.6 (thinking) on CharXiv Reasoning — No tools (opens in a new tab)CharXiv AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on CharXiv Reasoning — No tools
CharXiv Reasoning — Python enabledReported as: thinkingConfiguration: With Python86.7%huggingface.co for Kimi K2.6 (thinking) on CharXiv Reasoning — Python enabled (opens in a new tab)CharXiv AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on CharXiv Reasoning — Python enabled
Finance Agent Benchmark 2 — October 2026 evaluation44.9%vals.ai for Kimi K2.6 on Finance Agent Benchmark 2 — October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)Finance Agent AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on Finance Agent Benchmark 2 — October 2026 evaluation
GPQA DiamondReported as: thinking90.5%huggingface.co for Kimi K2.6 (thinking) on Graduate-Level Google-Proof Q&A Diamond (opens in a new tab)GPQA Diamond AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on Graduate-Level Google-Proof Q&A Diamond
GPQA Diamond — Epoch AI harnessConfiguration: Epoch AI harness90.8%epoch.ai for Kimi K2.6 on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Kimi K2.6 on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Vals AI harnessConfiguration: Vals AI harness: mean of zero-shot and few-shot CoT89.1%vals.ai for Kimi K2.6 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness
HLAB October 2026 evaluation1.7%vals.ai for Kimi K2.6 on Harvey's Legal Agent Benchmark October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)HLAB Task Pass RateReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on Harvey's Legal Agent Benchmark October 2026 evaluation
Humanity's Last Exam Full set — No toolsReported as: thinkingConfiguration: No tools34.7%huggingface.co for Kimi K2.6 (thinking) on Humanity's Last Exam Full set — No tools (opens in a new tab)Humanity's Last Exam AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on Humanity's Last Exam Full set — No tools
Humanity's Last Exam Full set — With toolsReported as: thinkingConfiguration: With tools54.0%huggingface.co for Kimi K2.6 (thinking) on Humanity's Last Exam Full set — With tools (opens in a new tab)Humanity's Last Exam AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on Humanity's Last Exam Full set — With tools
MATH-Vision OriginalReported as: thinking87.4%huggingface.co for Kimi K2.6 (thinking) on MATH-Vision Original (opens in a new tab)AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on MATH-Vision Original
MMLU-Pro Original — Vals AI harnessConfiguration: Vals AI harness87.6%vals.ai for Kimi K2.6 on MMLU-Pro Original — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on MMLU-Pro Original — Vals AI harness
MMMU-Pro No toolsReported as: thinkingConfiguration: No tools79.4%huggingface.co for Kimi K2.6 (thinking) on MMMU-Pro No tools (opens in a new tab)MMMU-Pro accuracySetting: Not statedReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on MMMU-Pro No tools
MMMU-Pro Vals AI harnessConfiguration: Vals AI harness86.3%vals.ai for Kimi K2.6 on MMMU-Pro Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)MMMU-Pro accuracySetting: Standard (4 options)Reported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on MMMU-Pro Vals AI harness
MMMU-Pro With PythonReported as: thinkingConfiguration: With Python80.1%huggingface.co for Kimi K2.6 (thinking) on MMMU-Pro With Python (opens in a new tab)MMMU-Pro accuracySetting: Not statedReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on MMMU-Pro With Python
OSWorld VerifiedReported as: thinking73.1%huggingface.co for Kimi K2.6 (thinking) on OSWorld Verified (opens in a new tab)OSWorld-Verified success rateReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on OSWorld Verified
Riemann-bench October 2026 leaderboardReported as: Thinking on7.2%surgehq.ai for Kimi K2.6 (Thinking on) on Riemann-bench October 2026 leaderboard (opens in a new tab)Archived copy (opens in a new tab)Riemann-bench Pass@1Reported Benchmark leaderboardSurge AIIndependentRecord for Kimi K2.6 on Riemann-bench October 2026 leaderboard
SciCode OriginalReported as: thinking52.2%huggingface.co for Kimi K2.6 (thinking) on SciCode Original (opens in a new tab)AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on SciCode Original
SimpleQA Verified Original — Epoch AI harnessConfiguration: Epoch AI harness34.9%epoch.ai for Kimi K2.6 on SimpleQA Verified Original — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Kimi K2.6 on SimpleQA Verified Original — Epoch AI harness
SWE-bench MultilingualReported as: thinking76.7%huggingface.co for Kimi K2.6 (thinking) on SWE-bench Multilingual (opens in a new tab)Resolved TasksReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on SWE-bench Multilingual
SWE-bench VerifiedReported as: thinking80.2%huggingface.co for Kimi K2.6 (thinking) on SWE-bench Verified (opens in a new tab)Resolved TasksReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on SWE-bench Verified
SWE-bench Verified — Epoch AI harnessConfiguration: Epoch AI harness76.7%epoch.ai for Kimi K2.6 on SWE-bench Verified — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Kimi K2.6 on SWE-bench Verified — Epoch AI harness
SWE-bench Verified — Vals AI mini-swe-agentConfiguration: mini-swe-agent harness76.2%vals.ai for Kimi K2.6 on SWE-bench Verified — Vals AI mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on SWE-bench Verified — Vals AI mini-swe-agent
SWE-bench Pro PublicReported as: thinking58.6%huggingface.co for Kimi K2.6 (thinking) on SWE-bench Pro Public (opens in a new tab)Public tasks resolvedReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on SWE-bench Pro Public
Terminal-Bench 2.0Reported as: thinking66.7%huggingface.co for Kimi K2.6 (thinking) on Terminal-Bench 2.0 (opens in a new tab)Terminal-Bench AccuracyReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on Terminal-Bench 2.0
Terminal-Bench 2.0 — Vals AI Terminus 2Configuration: Terminus-2 harness57.3%vals.ai for Kimi K2.6 on Terminal-Bench 2.0 — Vals AI Terminus 2 (opens in a new tab)Archived copy (opens in a new tab)Terminal-Bench AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on Terminal-Bench 2.0 — Vals AI Terminus 2
Terminal-Bench 2.1 — Vals AI Terminus 2Configuration: Terminus-2 harness53.6%vals.ai for Kimi K2.6 on Terminal-Bench 2.1 — Vals AI Terminus 2 (opens in a new tab)Archived copy (opens in a new tab)Terminal-Bench AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on Terminal-Bench 2.1 — Vals AI Terminus 2
Toolathlon OriginalReported as: thinking50.0%huggingface.co for Kimi K2.6 (thinking) on Toolathlon Original (opens in a new tab)Tasks completedReported Model cardMoonshot AISelf-reportedRecord for Kimi K2.6 on Toolathlon Original
Toolathlon Verified58.0%toolathlon.xyz for Kimi K2.6 on Toolathlon Verified (opens in a new tab)Archived copy (opens in a new tab)Tasks completedReported Benchmark leaderboardToolathlonIndependentToolathlon AuthorsRecord for Kimi K2.6 on Toolathlon Verified
Vibe Code Bench 1.1 — OpenHands, October 2026 evaluationConfiguration: OpenHands harness37.9%vals.ai for Kimi K2.6 on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)Vibe Code Bench ScoreReported Benchmark leaderboardVals AIIndependentRecord for Kimi K2.6 on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation