KAT-Coder-Pro V2.5
Provider：Kwaipilot
KAT-Coder-Pro V2.5 is a flagship-level Agentic Coding model that can directly hand over an entire issue or an entire business workflow to it, allowing it to autonomously locate and make...
Key specs
- Context：262.1K
- Max output：80K
- Tokenizer：Other
- Released：2026-07-10
Token pricing
- Input price：$0.740 / 1M tokens
- Output price：$2.96 / 1M tokens
- Cache read：$0.150 / 1M tokens
- Blended price：$1.29 / 1M tokens
Modalities
Text
Use Cases
- Code Generation & Review：Auto-complete functions, generate unit tests, cross-file refactor suggestions; supports JSON Schema–constrained output for direct API integration.（≈ $0.012/call）
- Deep Reasoning & Analysis：Process long legal docs, academic papers, financial reports; multi-hop reasoning and evidence-chain tracing across huge contexts.（≈ $0.024/call）
When to pick this model
Signals derived from public pricing and spec fields — not a benchmark. Validate with official docs and your own eval.
- Long max output (>=30K tokens): strong fit for deep report / essay / document-drafting workflows.
FAQ
- What is the token pricing of KAT-Coder-Pro V2.5? Input price $0.740 / 1M tokens, output price $2.96 / 1M tokens, blended about $1.29 / 1M tokens. Refer to Kwaipilot’s official page for the exact rate.
- What context window does KAT-Coder-Pro V2.5 support? Context window is 262.1K, max output about 80K, suitable for long documents, multi-turn chat and complex reasoning.
- What scenarios is KAT-Coder-Pro V2.5 best for? Based on its capability and pricing, KAT-Coder-Pro V2.5 fits best: Code Generation & Review, Deep Reasoning & Analysis. See the Use Cases section for details and cost estimates.
- What input/output modalities does KAT-Coder-Pro V2.5 support? Supports Text modality.
- Is KAT-Coder-Pro V2.5 a free model? KAT-Coder-Pro V2.5 is billed per token, not a free model.
- Which provider offers KAT-Coder-Pro V2.5? KAT-Coder-Pro V2.5 is offered by Kwaipilot.
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Full info：KAT-Coder-Pro V2.5