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Kwaipilot: KAT-Coder-Pro V2.5

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8.8 / 10 Overall Rating

Developed by Kwaipilot, KAT-Coder-Pro V2.5 is an agentic coding model designed for autonomous issue resolution and software workflow execution. It features a 256K context window and an 80K output token limit at a fraction of the cost of GPT-4o and Claude 3.5 Sonnet.

Context Window
256K
Knowledge Cutoff
2025
Max Output
16K
License
Proprietary

Where it Excels (Pros)

  • 256K context and 80K output
  • 75% cheaper than Claude Sonnet
  • Optimized for autonomous coding workflows

Limitations (Cons)

  • Narrow focus on coding tasks
  • Unproven non-coding benchmark performance

Benchmark Breakdown

Reasoning (MMLU)82%
Coding (HumanEval)78%
Mathematics (MATH)76%
Long-Context Retrieval95%

Pricing Matrix

Input cost / 1M tokens$0.74
Output cost / 1M tokens$2.96

Compare Kwaipilot: KAT-Coder-Pro V2.5 with other frontier models:

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