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Moonshot · released 2026-06-12

Kimi K2.7 Code

Measured on 75 benchmarks.

14.6

#62 of 97 models

includes estimates: 45% of the mix is measured for this model

Strengths

  • Kimi K2.7 Code
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%10.6% est.#57 of 97
  2. Terminal-Bench v4-AA10%1.0%#60 of 97
  3. AA-Briefcase v1.115%858#75 of 97
  4. AutomationBench-AA5%24.5%#61 of 97
  5. Terminal-Bench-Science-AA15%0.8% est.#55 of 97
  6. HLE-Diamond10%14.8%#54 of 97
  7. CritPt v2 Hard Subset10%19.1% est.#55 of 97
  8. AA-Omniscience v1.1 Accuracy10%34.4% est.#45 of 97
  9. AA-Omniscience v1.1 Non-hallucination5%29.9% est.#83 of 97
  10. GDP.pdf5%11.2%#55 of 97

Bars show where Kimi K2.7 Code sits among the 97 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 97 ranked models

Output speed

#72 fastest of 78

45 tok/s

Time to first token

#46 quickest of 78

6.6s

Token price

$0.228 per 1M tokens at API prices$0.050 on Kimi Pro

97.0% cache read · 2.50% fresh input · 0.00% cache write · 0.50% output

Assumed mix: no measured T3 Code usage for this model.

Not measured for Kimi K2.7 Code: cost per task, time per task, output tokens per task (no published API price yet).

This ranking’s benchmarks

5 of 10 measured

agentic

AutomationBench-AA

245 results
  1. #145default of 24524.5%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

250 results
  1. #170default of 250858

Leader: Sonnet 5.5 · 1813

economics

GDP.pdf

243 results
  1. #142default of 24311.2%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

153 results
  1. #88default of 15314.8%

Leader: Gemini 4 Carbon · 69.1%

coding

Terminal-Bench v4-AA

241 results
  1. #153default of 2411.0%

Leader: Kimi K3.1 · 67.2%

All 75 benchmarks

show 70 more