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Claude Sonnet 4.5 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 4.5 and Kimi K2 Thinking.

Anthropic

Claude Sonnet 4.5

Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with...

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Moonshot AI

Kimi K2 Thinking

Kimi K2 Thinking is Moonshot AI’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 4.5Kimi K2 Thinking
ProviderAnthropicMoonshot AI
Context Window1,000,000 tokens262,144 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-292025-11-06

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

Kimi K2 Thinking

$0.60

Output Price per Million Tokens

Claude Sonnet 4.5

$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
8950.0%vs8850.0%
Claude Sonnet 4.5
Kimi K2 Thinking
HumanEvalPython coding & logic synthesis
9280.0%vs9100.0%
Claude Sonnet 4.5
Kimi K2 Thinking
MATHComplex mathematical problem solving
8000.0%vs8540.0%
Claude Sonnet 4.5
Kimi K2 Thinking
GPQAGraduate-level expert reasoning
6250.0%vs5450.0%
Claude Sonnet 4.5
Kimi K2 Thinking
HellaSwagCommonsense reasoning and inference
9580.0%vs8880.0%
Claude Sonnet 4.5
Kimi K2 Thinking
MT-BenchMulti-turn conversation flow quality
930.0%vs922.0%
Claude Sonnet 4.5
Kimi K2 Thinking

Claude Sonnet 4.5 Quirks & Gotchas

  • Excellent for long-form writing and nuanced document analysis
  • Slightly slower than Sonnet 4.6 — upgrade for production agentic use

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.