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Kimi K2.7 Code vs Kimi K2 Thinking

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Kimi K2.7 Code and Kimi K2 Thinking.

Moonshot AI

Kimi K2.7 Code

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...

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Moonshot AI

Kimi K2 Thinking

Kimi K2 Thinking is Moonshot AIโ€™s most advanced open reasoning model to date, extending the K2 series into agentic, long-horizon reasoning. Built on the trillion-parameter Mixture-of-Experts (MoE) architecture introduced in...

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Technical Specifications

SpecificationKimi K2.7 CodeKimi K2 Thinking
ProviderMoonshot AIMoonshot AI
Context Window262,144 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-06-122025-11-06

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.7 Code

$0.74

Kimi K2 Thinking

$0.60

Output Price per Million Tokens

Kimi K2.7 Code

$3.50

Kimi K2 Thinking

$2.50

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8500.0%vs8850.0%
Kimi K2.7 Code
Kimi K2 Thinking
HumanEvalPython coding & logic synthesis
9320.0%vs9100.0%
Kimi K2.7 Code
Kimi K2 Thinking
MATHComplex mathematical problem solving
7650.0%vs8540.0%
Kimi K2.7 Code
Kimi K2 Thinking
GPQAGraduate-level expert reasoning
4600.0%vs5450.0%
Kimi K2.7 Code
Kimi K2 Thinking
HellaSwagCommonsense reasoning and inference
8600.0%vs8880.0%
Kimi K2.7 Code
Kimi K2 Thinking
MT-BenchMulti-turn conversation flow quality
900.0%vs922.0%
Kimi K2.7 Code
Kimi K2 Thinking

Kimi K2.7 Code Quirks & Gotchas

No developer gotchas reported.

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.