Kwaipilot: KAT-Coder-Pro V2
Analysis Summary
Kwaipilot's KAT-Coder-Pro V2 is a coding-focused model with a 262K context window, tool use, and function calling. Its coding results are excellent for the price, and its terminal and instruction-following measures support practical repository work, code transformation, and structured engineering assistance. The long context is useful for multi-file projects and technical specifications.
For Design for Online, it is a strong fit for implementation agents, debugging, test generation, website maintenance, and automation scripts. Its lower general intelligence means it is less suitable for strategic planning, nuanced brand writing, or open-ended client analysis. Agentic performance is useful but not at the level of the strongest autonomous systems, so repository changes should remain reviewable.
Adopt it as a value-oriented engineering specialist. Pair it with a stronger general model for requirements discovery, architecture decisions, and client-facing explanation.
Assessed September 7, 2026
Editorial notes
KAT-Coder-Pro V2 is a specialist coding model with a very strong coding profile, 262K context, tool calling, and low pricing. General intelligence is more limited, so it should lead engineering tasks rather than broad content strategy.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
KAT-Coder-Pro V2 is a specialist coding model with a very strong coding profile, 262K context, tool calling, and low pricing. General intelligence is more limited, so it should lead engineering tasks rather than broad content strategy.
Benchmark scores
Magenta = intelligence · Ink = technical/agentic · Cyan = content & long-context · Grey = community benchmarks. Data: Artificial Analysis, Hugging Face.
21.7 Intelligence Index·59.5 Coding Index·15.1 Agentic Index
How Kwaipilot: KAT-Coder-Pro V2 compares
Kwaipilot: KAT-Coder-Pro V2 ranks #130 of 443 AI models we track for overall intelligence, #49 of 210 for coding, #104 of 192 for agentic tasks. Its 262K-token context window is larger than 69% of the models we list. At $0.30 per million input tokens it is cheaper than 47% 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 business fit. 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 798 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 #49 of 210 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.