Kwaipilot: KAT-Coder-Pro V2
Analysis Summary
KAT-Coder-Pro V2 is Kwaipilot's specialist coding and agentic model, with an intelligence index of 35.4 and an agentic index of 69.4 that places it among the stronger agentic performers in the broader landscape. The terminalbench hard score of 0.492 and high GPQA of 0.855 indicate strong technical reasoning and command-line task reliability.
For businesses, this model is well suited to software engineering automation, agentic coding pipelines, and tool-orchestrated development workflows. The 256K context window supports large codebases, and the instruction-following score of 0.667 is competitive. The main limitation is the absence of vision, restricting it to text-only inputs.
At $0.30 input and $1.20 output, pricing is reasonable for its capability tier. Development teams running automated coding agents or CI/CD-integrated AI workflows will find strong performance here, particularly for terminal and agentic tasks where it outperforms many higher-priced alternatives.
Assessed July 10, 2026
Editorial notes
KAT-Coder-Pro V2 from Kwaipilot delivers a strong intelligence index of 35.4, a leading agentic index of 69.4, and high terminalbench scores, making it a capable coding and agent model at competitive pricing.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
KAT-Coder-Pro V2 from Kwaipilot delivers a strong intelligence index of 35.4, a leading agentic index of 69.4, and high terminalbench scores, making it a capable coding and agent model at competitive pricing.
Benchmark scores
Magenta = intelligence · Ink = technical/agentic · Cyan = content & long-context · Grey = community benchmarks. Data: Artificial Analysis, Hugging Face.
33.7 Intelligence Index·59.5 Coding Index·15.5 Agentic Index
How Kwaipilot: KAT-Coder-Pro V2 compares
Kwaipilot: KAT-Coder-Pro V2 ranks #68 of 398 AI models we track for overall intelligence, #24 of 173 for coding, #82 of 154 for agentic tasks. Its 262K-token context window is larger than 75% of the models we list. At $0.30 per million input tokens it is cheaper than 46% 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.
Strongest on technical. The pulled-in intelligence corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →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?
Pick the job that looks most like yours, then fine-tune with the sliders. Estimates update live.
A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 654 models → Price Calculator
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 #24 of 173 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.
