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Claude Sonnet 4 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 Claude Sonnet 4 and Kimi K2 Thinking.

Anthropic

Claude Sonnet 4

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...

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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

SpecificationClaude Sonnet 4Kimi K2 Thinking
ProviderAnthropicMoonshot AI
Context Window1,000,000 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-05-222025-11-06

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

Kimi K2 Thinking

$0.60

Output Price per Million Tokens

Claude Sonnet 4

$15.00

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
8800.0%vs8850.0%
Claude Sonnet 4
Kimi K2 Thinking
HumanEvalPython coding & logic synthesis
9150.0%vs9100.0%
Claude Sonnet 4
Kimi K2 Thinking
MATHComplex mathematical problem solving
7880.0%vs8540.0%
Claude Sonnet 4
Kimi K2 Thinking
GPQAGraduate-level expert reasoning
6050.0%vs5450.0%
Claude Sonnet 4
Kimi K2 Thinking
HellaSwagCommonsense reasoning and inference
9500.0%vs8880.0%
Claude Sonnet 4
Kimi K2 Thinking
MT-BenchMulti-turn conversation flow quality
920.0%vs922.0%
Claude Sonnet 4
Kimi K2 Thinking

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.