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Claude Sonnet 4.5 vs Kimi K2.7 Code

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 K2.7 Code.

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 K2.7 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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Technical Specifications

SpecificationClaude Sonnet 4.5Kimi K2.7 Code
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 Date2025-09-292026-06-12

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

Kimi K2.7 Code

$0.74

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

Kimi K2.7 Code

$3.50

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%vs8500.0%
Claude Sonnet 4.5
Kimi K2.7 Code
HumanEvalPython coding & logic synthesis
9280.0%vs9320.0%
Claude Sonnet 4.5
Kimi K2.7 Code
MATHComplex mathematical problem solving
8000.0%vs7650.0%
Claude Sonnet 4.5
Kimi K2.7 Code
GPQAGraduate-level expert reasoning
6250.0%vs4600.0%
Claude Sonnet 4.5
Kimi K2.7 Code
HellaSwagCommonsense reasoning and inference
9580.0%vs8600.0%
Claude Sonnet 4.5
Kimi K2.7 Code
MT-BenchMulti-turn conversation flow quality
930.0%vs900.0%
Claude Sonnet 4.5
Kimi K2.7 Code

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 K2.7 Code Quirks & Gotchas

No developer gotchas reported.