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Kimi K2.7 Code

MoonshotReleased Jun 12, 2026Current

Score basis

Kimi K2.7 Code is capable in long context and reasoning; and behind the leaders in factuality, agentic tasks, coding, and math. Too few results yet to rate safety, multimodal tasks, multilingual tasks, or instruction following.

Capability profile

Bars show the model's median result as a share of the leading model's, per capability. Select a row to see its results.

Capable2 capabilities
  1. Long Context−12.5%1 of 3
  2. Reasoning−22.6%5 of 6
Limited4 capabilities
  1. Factuality−31.4%3 of 4
  2. Agentic−32.1%4 of 7
  3. Coding−32.6%6 of 10
  4. Math−50.5%3 of 5
Not rated4 capabilities

Too few results yet to rate Safety, Multimodal, Multilingual or Instruction Following.

Price

$0.95input$4.00outputper million tokens

From Artificial Analysis · 4 providers tracked · All prices

Costs more than 68% of 330 priced models · 3:1 input-to-output blend, log scale

Evidence

39results on37benchmarks

  • 14 independently verified
  • 18 aggregator
  • 7 vendor-reported

From 11 sources · latest Oct 8, 2026 · How verification works

API features

Tool callingStructured outputsReasoning

As listed by OpenRouter

Research

1 paper reference Kimi K2.7 Code

Kimi K2.7 Code benchmark results

39 results on 37 benchmarks, grouped by capability. Each bar is the result as a share of the capability leader's; every result links to its source.

Long Context

CapableFull long context ranking

12.5% behind the leader1 of 3 ranked benchmarks measured

Reasoning

CapableFull reasoning ranking

22.6% behind the leader5 of 6 ranked benchmarks measured

Factuality

LimitedFull factuality ranking

31.4% behind the leader3 of 4 ranked benchmarks measured

Agentic

LimitedFull agentic ranking

32.1% behind the leader4 of 7 ranked benchmarks measured

Coding

LimitedFull coding ranking

32.6% behind the leader6 of 10 ranked benchmarks measured

Math

LimitedFull math ranking

50.5% behind the leader3 of 5 ranked benchmarks measured

Instruction Following

Not enough dataFull instruction following ranking

0 of 3 ranked benchmarks measured

More results

Benchmarks outside the capability baskets. They are not ranked against a leader.

Show 9 more resultsHide 9 results

Kimi K2.7 Code: common questions

Who makes Kimi K2.7 Code?

Kimi K2.7 Code is made by Moonshot.

When was Kimi K2.7 Code released?

Kimi K2.7 Code was released on Jun 12, 2026, according to Artificial Analysis.

What is Kimi K2.7 Code good at?

Kimi K2.7 Code is capable in long context and reasoning; and behind the leaders in factuality, agentic tasks, coding, and math. Too few results yet to rate safety, multimodal tasks, multilingual tasks, or instruction following.

How much does Kimi K2.7 Code cost?

Kimi K2.7 Code costs $0.95 per million input tokens and $4.00 per million output tokens, according to Artificial Analysis. We track its price at 4 providers. At a mix of three input tokens to one output token, it costs more than 68% of the 330 priced models we track.

How many benchmarks has Kimi K2.7 Code been tested on?

We track 39 results for Kimi K2.7 Code on 37 benchmarks from 11 sources, 14 of them independently verified. The latest was recorded on Oct 8, 2026.

Which API features does Kimi K2.7 Code support?

OpenRouter lists tool calling, structured outputs, and reasoning for Kimi K2.7 Code.

About this record

Where Kimi K2.7 Code's numbers come from, and every name it appears under.

Tracked since
Jun 13, 2026
Newest source mention
Sep 26, 2026

Where the results come from

Verification: 39 scores · 14 independently verified · 18 aggregator-attributed · 7 vendor-reported. How these tiers are assigned

From 11 sources on 7 sites. Artificial Analysis supplies 20 of them; the 14 independently verified results come from 5 sites. Bars are coloured by trust tier.

  • artificialanalysis.ai20
  • livebench.ai7
  • api.llm-stats.com6
  • epoch.ai3
  • datasets-server.huggingface.co1
  • huggingface.co1
  • simple-bench.com1

Also known as

kimi-k2-7-codekimi-k2.7-code:batchmoonshotai/kimi-k2.7-codeunsloth/kimi-k2.7-code-ggufkimi-k2.7-code-highspeedkimi k2.7