Kwaipilot: KAT-Coder-Pro V2

KAT-Coder-Pro V2 from Kwaipilot is a text-only coding model with a 256,000-token context window and a maximum completion length of 80,000 tokens, both on the larger end for a coding-focused offering. It supports tool use, but does not include a built-in reasoning mode, and structured output support is unconfirmed. Input modalities are limited to text, so image or file uploads are not part of the picture. At $0.30 per million input tokens and $1.20 per million output tokens, the pricing sits in the budget-to-mid range, which may appeal to teams running high-volume code generation or long-context repository work on a tight budget. The critical caveat is that there is no independent benchmark coverage available, so its actual coding performance against peers is unverified. Developers who want validated quality comparisons before committing should treat this model as unproven and consider running their own task-specific evaluations first.