Kimi K2.7 Code
moonshot/kimi-k2.7-code- Moonshot AI
- Family · Kimi K2 Code
- Released 12 Jun 2026
- Open weights
- Text · Image → Text
- Tools · JSON · Vision
Spec & list price
Context256K
Max output236K
Input / 1M$0.60
Output / 1M$3.505.8× input
Scores · standing
Intelligence25.8#89/489
Coding60.8#41/196
Usage
Tokens / day4.0B▼ 19% 7d
Usage rank#129
Requests / day68.6K
Tool calls / req0.46
Per request · 30 days
Avg input41.5K2.8× median
Avg output1.0K1.5× median
Cache hit84%1.2× median
Reasoning share61%about median
Tool-call failures1%0.5× median
Consumption
Peak 11.7B 15 OctLow 2.3B 1 NovRank today #129
News & trends
Trending · 14 days
- Kimi Code с оплатой картой МИР – замена Claude Code в России?22.1K views
- Round 2: 7 subtler security bugs. Claude Code vs Codex vs Kimi Code1 views
News · latest from Moonshot AI
- ReplaySSM: Rethinking State Storage for Faster Hybrid-Model DecodingNVIDIA · 12 Oct
- Together Link: open models in the harness you already use. Start with one command today.Together AI · 5 Oct
- Kimi K3: the complete developer guideTogether AI · 1 Aug
- Together AI announces strategic partnership with Moonshot AI to natively serve Kimi modelsTogether AI · 29 Jul
Benchmarks
bar = share of the top score · Benchmark data: Artificial AnalysisSpeed · median across 12 providers, latest day
Output speed#251/33445 tok/s1.5× slower than median
Fastest provider121 tok/sbest of 12 providers
First token#2121.41 s1.4× longer than median
First answer token#8748 sthinking included
#15 cheapest of 27 with a similar score
Value
Intelligence Index
Blended price per 1M tokens (log)
Technical details
- Tokenizer
- Other
- License
- other
- Parameters
- 1T
- Moderation
- none
- Downloads · likes
- 83.3K · 1.4K
Request parameters 20
- tools
- tool_choice
- parallel_tool_calls
- response_format
- structured_outputs
- reasoning
- include_reasoning
- temperature
- top_p
- top_k
+10 more
- min_p
- max_tokens
- stop
- seed
- frequency_penalty
- logit_bias
- logprobs
- presence_penalty
- repetition_penalty
- top_logprobs
When to use
Best for
- Coding agents that edit codebases
- Front-end and landing page generation
- Terminal-based coding workflows
- Screenshot-to-code with image input
- Self-hosted coding assistants
Think twice for
- General chat on a budget
- Video input
- New projects (usage is declining)
Research papers
Social
Most watched and discussed · 90 days
- Kimi Code с оплатой картой МИР – замена Claude Code в России?ИИ Фабрика Клонов · 22.1K views · 31 Oct
- Round 2: 7 subtler security bugs. Claude Code vs Codex vs Kimi CodeAgent Sky · 1 views · 27 Oct
Alternatives
other vendors · similar capability- 29.2
- 26.3
- 21.8
- T25.0
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