Analysis Summary
Kwaipilot KAT-Coder-Pro V2.5 is a text-only model listing with tool use, function calling, and a 262,144-token context window. Despite the coder-oriented name, the supplied record includes no benchmark results, so its coding capability and reliability cannot be verified here. The presence of tools makes integration possible, but gives no evidence about how accurately it uses them or how well it follows detailed instructions.
Pricing is listed at $0.74 per million input tokens and $2.96 per million output tokens. That supports an evaluation for coding assistance or tool-based workflows, but there is not enough measured information to recommend it over tested alternatives. Start with a representative coding benchmark and supervised tool-call trials; only move to client work if it demonstrates dependable results on the team's actual tasks.
Assessed September 23, 2026
Editorial notes
KAT-Coder-Pro V2.5 lists tool and function calling with a 262K context, but no benchmark results are provided to substantiate its coding performance.
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 V2.5 lists tool and function calling with a 262K context, but no benchmark results are provided to substantiate its coding performance.
How Kwaipilot: KAT-Coder-Pro V2.5 compares
Its 262K-token context window is larger than 74% of the models we list. At $0.74 per million input tokens it is cheaper than 28% 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 | $0.74 | $0.000740 |
| Output | $2.96 | $0.002960 |
What would Kwaipilot: KAT-Coder-Pro V2.5 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 V2.5 for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Kwaipilot: KAT-Coder-Pro V2.5
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..
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Frequently asked questions about Kwaipilot: KAT-Coder-Pro V2.5
How much does Kwaipilot: KAT-Coder-Pro V2.5 cost?
Kwaipilot: KAT-Coder-Pro V2.5 costs $0.74 per million input tokens and $2.96 per million output tokens.
What is the context window of Kwaipilot: KAT-Coder-Pro V2.5?
Kwaipilot: KAT-Coder-Pro V2.5 has a context window of 262,144 tokens (262K).
What can Kwaipilot: KAT-Coder-Pro V2.5 do?
Kwaipilot: KAT-Coder-Pro V2.5 supports tool use and function calling.
Who created Kwaipilot: KAT-Coder-Pro V2.5?
Kwaipilot: KAT-Coder-Pro V2.5 is developed by Kwaipilot and was released on July 10, 2026.
Benchmarks from Artificial Analysis, pricing from the OpenRouter API, and verdicts from our own testing.
Last updated: October 18, 2026 8:38 pm