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Kimi-K2-0711-Preview

Kimi-K2-0711-Preview is a large-scale foundation model developed by Moonshot AI. It has an extremely massive model size of approximately 10 trillion parameters and is designed as a chat-oriented AI that supports a context window of up to 131K.

Parameters

10000.0B

Context Window

131K

License

https://huggingface.co/moonshotai/Kimi-K2-Base/raw/main/LICENSE

Release Date

2025-07-11

API Pricing

API pricing for this model is not yet available

Strengths

  • Overwhelming 10T+ parameter count
  • Extensive 131K context support
  • Foundation for advanced chat abilities

Weaknesses

  • Gigantic 1TB+ model size
  • Requires high computational resources
  • Closed license form

Use Cases

  • Long document analysis
  • Building advanced conversational AI services
  • Large-scale data context processing

Deep Analysis

Architecture

MoE (1T total, 32B active)

Original K2 preview

Context Window

128K tokens

API Pricing (Input/Output)

$0.15 / $0.60 per 1M tokens

Release Date

July 11, 2025

GitHub Stars

11K+

MoonshotAI/Kimi-K2

Strengths

  • First open-weight trillion-parameter MoE model
  • Very competitive pricing
  • Strong coding and agent performance
  • Large open-source community (11K GitHub stars)

Weaknesses

  • 128K context (shorter than later variants)
  • No vision support
  • Preview status
  • Being discontinued May 2026

Competitor Comparison

ModelArenaSWEGPQAPrice
GPT-4o---Higher
Claude Sonnet 3.5---Higher
DeepSeek V3---Comparable

Kimi K2 0711-Preview is the original Kimi K2 model released July 2025. It was the first open-weight trillion-parameter MoE model, featuring 32B active parameters and competitive pricing. It established Moonshot AI as a major player in open-weight frontier models.

Analysis generated: 2026-05-24