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Claude Opus 4.8 vs Kimi K2

At a glance
AnthropicClaude Opus 4.8

Anthropic's most capable Opus yet, built for long-horizon autonomous agents and frontier coding.

891M ctx$5.00/$25.00 per M#4/92
MoonshotAIKimi K2

MoonshotAI's large MoE model — 1T total parameters, 32B active.

78131K ctx$0.57/$2.30 per M#32/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
AnthropicClaude Opus 4.8
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI89.2
Reasoning & Knowledge
Graduate Science91.0%Factual Recall39.5%
Math
Competition Math98.3%Research Math47.2%
Coding
Real-World Coding88.6%
Agentic
Terminal Tasks—Novel Reasoning72.1%Task Horizon—
MoonshotAIKimi K2
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI78.2
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—Research Math—
Coding
Real-World Coding—
Agentic
Terminal Tasks35.7%Novel Reasoning—Task Horizon54min
Specs
AnthropicClaude Opus 4.8
1M
Context
128K
Max output
May 2026
Released
MoonshotAIKimi K2
131K
Context
33K
Max output
Jul 2025
Released
Capabilities
AnthropicClaude Opus 4.8
Vision
Audio
Reasoning
MoonshotAIKimi K2
Vision
Audio
Reasoning
Pricing
AnthropicClaude Opus 4.8
Live pricing, shown before you run
Input$5.00/M tokens
Output$25.00/M tokens
Cache read$0.50/M tokens
Cache write$6.25/M tokens
Web search$0.01/search
MoonshotAIKimi K2
Live pricing, shown before you run
Input$0.57/M tokens
Output$2.30/M tokens
Chat with Claude Opus 4.8Go to model
Chat with Kimi K2Go to model
Frequently Asked Questions: Claude Opus 4.8 vs Kimi K2▼

Which is better, Claude Opus 4.8 or Kimi K2?

▼

Based on the Capability Index, Claude Opus 4.8 scores higher (89.2 vs 78.2). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Claude Opus 4.8 or Kimi K2?

▼

Kimi K2 has a lower blended cost. Claude Opus 4.8: $5.00 input / $25.00 output. Kimi K2: $0.57 input / $2.30 output.

Which has a larger context window, Claude Opus 4.8 or Kimi K2?

▼

Claude Opus 4.8 has a larger context window: Claude Opus 4.8 supports 1M tokens vs Kimi K2 at 131K tokens.

Do both Claude Opus 4.8 and Kimi K2 support vision?

▼

Claude Opus 4.8 supports vision/image input, but Kimi K2 does not.

What are the key differences between Claude Opus 4.8 and Kimi K2?

▼

Key differences: Claude Opus 4.8 has a notably higher capability index (11.0 point gap); Kimi K2 is significantly cheaper; only Claude Opus 4.8 supports vision input; only Claude Opus 4.8 offers extended reasoning mode. 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 Opus 4.8 and Kimi K2 for free on idapt.app to see which performs better for your specific needs.

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