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Kimi K3 vs Claude Sonnet 4.6

At a glance
MoonshotAIKimi K3

MoonshotAI's 2.8T-parameter flagship for complex coding, knowledge work, and long-horizon agent runs.

1.0M ctx$3.00/$15.00 per M
AnthropicClaude Sonnet 4.6

Anthropic's previous-generation Sonnet, with strong performance across coding, agents, and professional work.

851M ctx$3.00/$15.00 per M#14/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
MoonshotAIKimi K3
Reasoning
CodingInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-16
Capability
Capability—
Reasoning & Knowledge
Graduate Science93.5%Expert-Level43.5%
Coding
Real-World Coding—
Agentic
Terminal Tasks88.3%Novel Reasoning—
AnthropicClaude Sonnet 4.6
Reasoning
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI84.8
Reasoning & Knowledge
Graduate Science—Expert-Level—
Coding
Real-World Coding75.2%
Agentic
Terminal Tasks53.4%Novel Reasoning60.4%
Specs
MoonshotAIKimi K3
1.0M
Context
16K
Max output
Jul 2026
Released
AnthropicClaude Sonnet 4.6
1M
Context
128K
Max output
Feb 2026
Released
Capabilities
MoonshotAIKimi K3
Vision
Audio
Reasoning
AnthropicClaude Sonnet 4.6
Vision
Audio
Reasoning
Pricing
MoonshotAIKimi K3
Live pricing, shown before you run
Input$3.00/M tokens
Output$15.00/M tokens
Cache read$0.30/M tokens
AnthropicClaude Sonnet 4.6
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
Chat with Kimi K3Go to model
Chat with Claude Sonnet 4.6Go to model
Frequently Asked Questions: Kimi K3 vs Claude Sonnet 4.6▼

Which is better, Kimi K3 or Claude Sonnet 4.6?

▼

Both Kimi K3 and Claude Sonnet 4.6 are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Kimi K3 or Claude Sonnet 4.6?

▼

Kimi K3 has a lower blended cost. Kimi K3: $3.00 input / $15.00 output. Claude Sonnet 4.6: $3.00 input / $15.00 output.

Which has a larger context window, Kimi K3 or Claude Sonnet 4.6?

▼

Kimi K3 has a larger context window: Kimi K3 supports 1M tokens vs Claude Sonnet 4.6 at 1M tokens.

Do both Kimi K3 and Claude Sonnet 4.6 support vision?

▼

Yes, both Kimi K3 and Claude Sonnet 4.6 support vision/image input.

What are the key differences between Kimi K3 and Claude Sonnet 4.6?

▼

Kimi K3 and Claude Sonnet 4.6 have similar overall capabilities. The main differences lie in pricing, context window size, and provider-specific strengths. Use this comparison page to review all metrics side by side.

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 Kimi K3 and Claude Sonnet 4.6 for free on idapt.app to see which performs better for your specific needs.

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