Kwaipilot: KAT-Coder-Pro V2
Analysis Summary
Kwaipilot's KAT-Coder-Pro V2 is a text model with a 262K context window, tool use, and function calling. Its coding index and terminal benchmark results are strong, and its tool-interaction measurement is a clear strength. General intelligence is more modest, so its best-supported role is specialized rather than all-purpose. Listed pricing is $0.30 per million input tokens and $1.20 per million output tokens.
For client work, the profile suits coding assistance, repository-oriented tasks, and supervised automation where tools are central. The long context can help with larger code inputs, while the coding measurements offer a better basis for engineering use than for broad reasoning or polished content generation. Teams should still validate changes and tool actions before merging or allowing consequential operations.
Adopt it as a coding-focused option for pilots and defined engineering workflows. Reserve complex general analysis and client-facing writing for models with broader measured strengths.
Assessed September 23, 2026
Editorial notes
KAT-Coder-Pro V2 has a strong coding index, long context, and high tool-interaction results, making it a focused coding and automation option despite modest general reasoning.
The DFO score ranks models on the Artificial Analysis Intelligence Index and is refreshed as new models launch. The write-up and verdict are our own. Feedback?
DFO Verdict
KAT-Coder-Pro V2 has a strong coding index, long context, and high tool-interaction results, making it a focused coding and automation option despite modest general reasoning.
Benchmarks
Artificial Analysis data refreshed Oct 18, 2026. Arena ratings from the Oct 13, 2026 text leaderboard, with style control. Bars: magenta = reasoning, ink = coding and agents, cyan = instructions and long context.
How Kwaipilot: KAT-Coder-Pro V2 compares
Kwaipilot: KAT-Coder-Pro V2 ranks #122 of 439 AI models we track for overall intelligence, #37 of 198 for coding, #88 of 181 for agentic tasks. Its 262K-token context window is larger than 74% of the models we list. At $0.30 per million input tokens it is cheaper than 43% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.30 | $0.000300 |
| Output | $1.20 | $0.001200 |
What would Kwaipilot: KAT-Coder-Pro V2 cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
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These numbers get smaller with the right architecture.
We route routine calls to cheap models and save Kwaipilot: KAT-Coder-Pro V2 for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Kwaipilot: KAT-Coder-Pro V2
KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,..
Frequently asked questions about Kwaipilot: KAT-Coder-Pro V2
How much does Kwaipilot: KAT-Coder-Pro V2 cost?
Kwaipilot: KAT-Coder-Pro V2 costs $0.30 per million input tokens and $1.20 per million output tokens.
What is the context window of Kwaipilot: KAT-Coder-Pro V2?
Kwaipilot: KAT-Coder-Pro V2 has a context window of 262,144 tokens (262K).
Is Kwaipilot: KAT-Coder-Pro V2 good for coding?
On our coding benchmark index, Kwaipilot: KAT-Coder-Pro V2 ranks #37 of 198 models, placing it in the top quartile of the field for code generation and debugging.
What can Kwaipilot: KAT-Coder-Pro V2 do?
Kwaipilot: KAT-Coder-Pro V2 supports tool use and function calling.
Who created Kwaipilot: KAT-Coder-Pro V2?
Kwaipilot: KAT-Coder-Pro V2 is developed by Kwaipilot and was released on March 27, 2026.