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KimivsClaude Opus 4

Moonshot AI vs Anthropic — Side-by-side model comparison

Claude Opus 4 leads 3/5 categories

Head-to-Head Comparison

MetricKimiClaude Opus 4
Provider
Arena Rank
#1
Context Window
2M
200K
Input Pricing
Undisclosed/1M tokens
$5.00/1M tokens
Output Pricing
Undisclosed/1M tokens
$25.00/1M tokens
Parameters
Undisclosed
Undisclosed
Open Source
No
No
Best For
Ultra-long documents, research, analysis
Complex reasoning, coding, agentic tasks
Release Date
Mar 18, 2024
May 22, 2025

Kimi

Kimi is Moonshot AI's flagship model featuring an industry-leading 2 million token context window, the largest publicly available at launch. This extraordinary context length enables processing of entire books, research paper collections, and massive codebases in a single prompt. Developed by a team of former Google and Microsoft researchers in Beijing, Kimi has become one of China's most popular AI assistants, particularly valued for its ability to analyze very long documents.

View Moonshot AI profile →

Claude Opus 4

Claude Opus 4 is Anthropic's most powerful AI model, holding the #1 position on the Chatbot Arena leaderboard. It represents a breakthrough in extended thinking and agentic capabilities, able to work autonomously on complex multi-step tasks for hours. With a 200K token context window, it excels at analyzing entire codebases, lengthy legal documents, and research papers in a single pass. The model demonstrates exceptional performance in coding (setting new benchmarks on SWE-bench), advanced reasoning, and nuanced writing tasks. Its agentic capabilities allow it to use tools, navigate computers, and execute multi-step workflows with minimal human oversight. Opus 4 is the preferred choice for enterprises requiring the highest quality output on mission-critical tasks where accuracy and depth matter more than speed or cost.

View Anthropic profile →

Key Differences: Kimi vs Claude Opus 4

1

Kimi supports a larger context window (2M), allowing it to process longer documents in a single request.

K

When to use Kimi

  • +You need to process long documents (2M context)
  • +Your use case involves ultra-long documents, research, analysis
View full Kimi specs →
C

When to use Claude Opus 4

  • +Your use case involves complex reasoning, coding, agentic tasks
View full Claude Opus 4 specs →

The Verdict

Claude Opus 4 wins our head-to-head comparison with 3 out of 5 category wins. It's the stronger choice for complex reasoning, coding, agentic tasks, though Kimi holds an edge in ultra-long documents, research, analysis.

Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages

Frequently Asked Questions

Which is better, Kimi or Claude Opus 4?
In our head-to-head comparison, Claude Opus 4 leads in 3 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Claude Opus 4 excels at complex reasoning, coding, agentic tasks, while Kimi is better suited for ultra-long documents, research, analysis. The best choice depends on your specific requirements, budget, and use case.
How does Kimi pricing compare to Claude Opus 4?
Kimi charges Undisclosed per 1M input tokens and Undisclosed per 1M output tokens. Claude Opus 4 charges $5.00 per 1M input tokens and $25.00 per 1M output tokens. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between Kimi and Claude Opus 4?
Kimi supports a 2M token context window, while Claude Opus 4 supports 200K tokens. Kimi can process longer documents, codebases, and conversations in a single request. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use Kimi or Claude Opus 4 for free?
Kimi is a paid API model starting at Undisclosed per 1M input tokens. Claude Opus 4 is a paid API model starting at $5.00 per 1M input tokens.
Which model has better benchmarks, Kimi or Claude Opus 4?
Kimi's arena rank is not yet available, while Claude Opus 4 holds rank #1. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is Kimi or Claude Opus 4 better for coding?
Kimi's primary strength is ultra-long documents, research, analysis. Claude Opus 4 is specifically optimized for coding tasks. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.