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Claude Opus 4.6 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 Opus 4.6 and Kimi K3.

Anthropic

Claude Opus 4.6

Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...

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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 Opus 4.6Kimi K3
ProviderAnthropicMoonshot AI
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability95/100N/A
Time to First Token (TTFT)500 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2026-02-042026-07-16

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.6

$5.00

Kimi K3

$3.00

Output Price per Million Tokens

Claude Opus 4.6

$25.00

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
9250.0%vsN/A
Claude Opus 4.6
Kimi K3
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Claude Opus 4.6
Kimi K3
MATHComplex mathematical problem solving
8890.0%vsN/A
Claude Opus 4.6
Kimi K3
GPQAGraduate-level expert reasoning
7980.0%vsN/A
Claude Opus 4.6
Kimi K3
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Claude Opus 4.6
Kimi K3
MT-BenchMulti-turn conversation flow quality
965.0%vsN/A
Claude Opus 4.6
Kimi K3

Claude Opus 4.6 Quirks & Gotchas

  • Best for long-context document analysis and legal review
  • Tool calling requires structured prompt — prone to verbose refusal without explicit output schema

Kimi K3 Quirks & Gotchas

No developer gotchas reported.