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KimivsMoonshot Kimi k2

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

Moonshot Kimi k2 leads 4/5 categories

Head-to-Head Comparison

MetricKimiMoonshot Kimi k2
Provider
Moonshot AI
Arena Rank
#8
Context Window
2M
131K
Input Pricing
Undisclosed/1M tokens
$0.55/1M tokens
Output Pricing
Undisclosed/1M tokens
$2.20/1M tokens
Parameters
Undisclosed
1T MoE
Open Source
No
Yes
Best For
Ultra-long documents, research, analysis
Coding, agentic tasks, reasoning
Release Date
Mar 18, 2024
Jul 1, 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 →

Moonshot Kimi k2

Moonshot Kimi k2 is a massive open-source model with 1 trillion mixture-of-experts parameters, making it one of the largest openly available AI models. Developed by Chinese AI startup Moonshot AI (creators of the popular Kimi chatbot), it rivals frontier proprietary models on coding and agentic benchmarks while being freely accessible. The model uses an efficient MoE architecture where only a fraction of parameters activate per token, keeping inference costs manageable despite its enormous size. Kimi k2 excels at code generation, tool use, and multi-step reasoning tasks. Its release represents a significant milestone in open-source AI, demonstrating that the community can produce models competitive with the largest proprietary systems.

Key Differences: Kimi vs Moonshot Kimi k2

1

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

2

Moonshot Kimi k2 is open-source (free to self-host and fine-tune) while Kimi is proprietary (API-only access).

K

When to use Kimi

  • +You need to process long documents (2M context)
  • +You prefer a managed API without infrastructure overhead
  • +Your use case involves ultra-long documents, research, analysis
View full Kimi specs →
M

When to use Moonshot Kimi k2

  • +You need to self-host or fine-tune the model
  • +Your use case involves coding, agentic tasks, reasoning
View full Moonshot Kimi k2 specs →

The Verdict

Moonshot Kimi k2 wins our head-to-head comparison with 4 out of 5 category wins. It's the stronger choice for coding, agentic tasks, reasoning, 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 Moonshot Kimi k2?
In our head-to-head comparison, Moonshot Kimi k2 leads in 4 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Moonshot Kimi k2 excels at coding, agentic tasks, reasoning, 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 Moonshot Kimi k2?
Kimi charges Undisclosed per 1M input tokens and Undisclosed per 1M output tokens. Moonshot Kimi k2 charges $0.55 per 1M input tokens and $2.20 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 Moonshot Kimi k2?
Kimi supports a 2M token context window, while Moonshot Kimi k2 supports 131K 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 Moonshot Kimi k2 for free?
Kimi is a paid API model starting at Undisclosed per 1M input tokens. Moonshot Kimi k2 is a paid API model starting at $0.55 per 1M input tokens. Open-source models can be self-hosted for free but require your own GPU infrastructure.
Which model has better benchmarks, Kimi or Moonshot Kimi k2?
Kimi's arena rank is not yet available, while Moonshot Kimi k2 holds rank #8. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is Kimi or Moonshot Kimi k2 better for coding?
Kimi's primary strength is ultra-long documents, research, analysis. Moonshot Kimi k2 is specifically optimized for coding tasks. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.