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Claude Sonnet 4.5 vs Kimi K3

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 K3.

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 K3

Kimi K3 is an ultra-large-scale, open-weight multimodal reasoning model from Moonshot AI. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at navigating...

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Technical Specifications

SpecificationClaude Sonnet 4.5Kimi K3
ProviderAnthropicMoonshot AI
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-09-292026-07-16

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

Kimi K3

$3.00

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

Kimi K3

$15.00

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%vsN/A
Claude Sonnet 4.5
Kimi K3
HumanEvalPython coding & logic synthesis
9280.0%vsN/A
Claude Sonnet 4.5
Kimi K3
MATHComplex mathematical problem solving
8000.0%vsN/A
Claude Sonnet 4.5
Kimi K3
GPQAGraduate-level expert reasoning
6250.0%vsN/A
Claude Sonnet 4.5
Kimi K3
HellaSwagCommonsense reasoning and inference
9580.0%vsN/A
Claude Sonnet 4.5
Kimi K3
MT-BenchMulti-turn conversation flow quality
930.0%vsN/A
Claude Sonnet 4.5
Kimi K3

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 K3 Quirks & Gotchas

No developer gotchas reported.