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Claude Sonnet 4.5 vs Kimi K2.7 Code

At a glance
AnthropicClaude Sonnet 4.5

High-performance model for real-world agents and coding.

791M ctx$3.00/$15.00 per M#28/92
MoonshotAIKimi K2.7 Code

MoonshotAI's coding-focused Kimi model for end-to-end software engineering.

82262K ctx$0.74/$3.50 per M#20/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
AnthropicClaude Sonnet 4.5
Reasoning
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI78.9
Reasoning & Knowledge
Graduate Science73.7%Factual Recall13.0%
Math
Competition Math35.6%Research Math9.3%
Coding
Real-World Coding71.3%
Agentic
Terminal Tasks42.8%Novel Reasoning3.8%
MoonshotAIKimi K2.7 Code
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
SmarterCheaper
Capability
CapabilityECI81.8
Reasoning & Knowledge
Graduate Science89.5%Factual Recall39.2%
Math
Competition Math96.4%Research Math—
Coding
Real-World Coding—
Agentic
Terminal Tasks—Novel Reasoning—
Specs
AnthropicClaude Sonnet 4.5
1M
Context
64K
Max output
Sep 2025
Released
MoonshotAIKimi K2.7 Code
262K
Context
16K
Max output
Jun 2026
Released
Capabilities
AnthropicClaude Sonnet 4.5
Vision
Audio
Reasoning
MoonshotAIKimi K2.7 Code
Vision
Audio
Reasoning
Pricing
AnthropicClaude Sonnet 4.5
Live pricing, shown before you run
Input$3.00/M tokens
Output$15.00/M tokens
Cache read$0.30/M tokens
Cache write$3.75/M tokens
Web search$0.01/search
MoonshotAIKimi K2.7 Code
Live pricing, shown before you run
Input$0.74/M tokens
Output$3.50/M tokens
Cache read$0.15/M tokens
Chat with Claude Sonnet 4.5Go to model
Chat with Kimi K2.7 CodeGo to model
Frequently Asked Questions: Claude Sonnet 4.5 vs Kimi K2.7 Code▼

Which is better, Claude Sonnet 4.5 or Kimi K2.7 Code?

▼

Based on the Capability Index, Kimi K2.7 Code scores higher (81.8 vs 78.9). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Claude Sonnet 4.5 or Kimi K2.7 Code?

▼

Kimi K2.7 Code has a lower blended cost. Claude Sonnet 4.5: $3.00 input / $15.00 output. Kimi K2.7 Code: $0.74 input / $3.50 output.

Which has a larger context window, Claude Sonnet 4.5 or Kimi K2.7 Code?

▼

Claude Sonnet 4.5 has a larger context window: Claude Sonnet 4.5 supports 1M tokens vs Kimi K2.7 Code at 262K tokens.

Do both Claude Sonnet 4.5 and Kimi K2.7 Code support vision?

▼

Yes, both Claude Sonnet 4.5 and Kimi K2.7 Code support vision/image input.

What are the key differences between Claude Sonnet 4.5 and Kimi K2.7 Code?

▼

Key differences: Kimi K2.7 Code is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Claude Sonnet 4.5 and Kimi K2.7 Code for free on idapt.app to see which performs better for your specific needs.

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