Kimi K2.7 Code

Kimi K2.7 Code is a reasoning model from Moonshot AI. 34 benchmarks count toward its score, in 6 categories.

availableShows if the model has enough results for an index.
IndexOverall score. 50 is the middle.59.5 ±4.3
CoverageShare of the index weight with results.85%
SpeedOutput tokens per second.58/s
Input / 1MUS dollars per 1M input tokens.$0.706
Output / 1MUS dollars per 1M output tokens.$3.21
ContextMaximum tokens in one request.262K
EloLMArena rating and rank.N/A

50 is the middle of the board. The range shows the doubt in the index.

CapabilitiesScore per category. 50 is the middle.

50 is the middle
AgenticMulti-step tasks with tools.
60.6
CodingCode writing and repair.
60.7
ReasoningLogic problems and puzzles.
57.5
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
60.0
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
51.1
MathMath problems.
58.7

Results

34 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result on the index scale.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
OTIS Mock AIME 2024-2025Math95.6%65.0Epoch AI
τ²-Bench Tool-Agent-User EvaluationAgentic90.1%63.5Victor Barres et al.
Artificial Analysis GPQA DiamondKnowledge89.6%60.4Artificial Analysis
GPQA diamondKnowledge87.9%59.4Epoch AI
LiveBench ReasoningReasoning82.8%71.025 Jun 2026LiveBench
LiveCodeBenchCoding82.0%58.91 Sept 2026Vals AI
MCPMark-VerifiedAgentic81.1%MCPMark
LiveBench MathematicsMath79.6%54.225 Jun 2026LiveBench
Artificial Analysis Long Context ReasoningReasoning79.3%63.1Artificial Analysis
SWE-benchCoding78.2%60.31 Sept 2026Vals AI
LiveBench LanguageKnowledge77.9%64.625 Jun 2026LiveBench
MCP AtlasAgentic76.0%65.4OpenAI
LiveBench CodingCoding74.0%60.525 Jun 2026LiveBench
Terminal-Bench 2.1Agentic67.0%63.621 Sept 2026Vals AI
Artificial Analysis IFBenchInstruction63.1%53.1Artificial Analysis
LiveBench Data AnalysisReasoning62.7%43.025 Jun 2026LiveBench
Kimi Code Bench v2Coding62.0%Moonshot AI
Artificial Analysis Coding IndexCoding60.8%61.8Artificial Analysis
LiveBench Instruction FollowingInstruction56.3%49.125 Jun 2026LiveBench
FrontierMath-Tiers-1-3-v2-PrivateMath54.0%61.9Epoch AI
ProgramBench: Can Language Models Rebuild Programs From Scratch?Coding53.6%58.5John Yang et al.
OpenHarmony Bench v1.0Coding52.1%60.9OpenHarmony Bench authors
SkillsBenchCoding50.0%65.4OpenHands11 Sept 2026Vals AI
cursorBench32Coding49.7%58.9Benchmark authors
Artificial Analysis SciCodeCoding47.8%59.2Artificial Analysis
Vibe Code Bench v1.1Coding47.2%61.8OpenHands21 Sept 2026Vals AI
Kimi Claw 24/7 BenchAgentic46.9%Moonshot AI
LiveBench Agentic CodingAgentic45.7%59.725 Jun 2026LiveBench
Artificial Analysis Omniscience AccuracyKnowledge39.6%62.9Artificial Analysis
SimpleQA VerifiedKnowledge36.5%55.3Epoch AI
MLS-Bench LiteCoding35.1%MLS-Bench
Artificial Analysis Humanity's Last ExamKnowledge35.0%62.5Artificial Analysis
GDPval-AA normalizedAgentic26.3%55.8Artificial Analysis
Artificial Analysis Intelligence IndexKnowledge25.8%54.7Artificial Analysis
Code MigrationCoding25.4%61.221 Sept 2026Vals AI
Artificial Analysis Agentic IndexAgentic22.5%55.5Artificial Analysis
Chess PuzzlesReasoning21.0%50.7Epoch AI
FrontierMath-Tier-4-v2-PrivateMath12.2%53.8Epoch AI
Critical Physics TasksReasoning10.0%59.3Artificial Analysis
ProgramBenchCoding0.0%21 Sept 2026Vals AI

34 benchmarks count, from 35 of 40 results. A grey row does not count. Too few models took that benchmark.

Sources

BenchLM benchmark aggregationUsed with attribution; per-benchmark results credited to their original authorsOpenRouter, collected directlyNo licence statedEpoch AI, collected directlyCC BY — free to use and redistribute with attributionLiveBench, collected directlyNo licence stated for the leaderboard. The site repo serving these CSVs has no LICENSE; the harness repo carries upstream Apache-2.0 and MIT copies that cover code, not resultsVals AI, collected directlyNo licence stated. Read from the public leaderboard and credited to Vals AI

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