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,...
Model details →Kwaipilot: KAT-Coder-Pro V2 vs Qwen: Qwen3 VL 30B A3B Instruct
Qwen: Qwen3 VL 30B A3B Instruct wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
Qwen3-VL-30B-A3B-Instruct is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Instruct variant optimizes instruction-following for general multimodal tasks. It excels in perception.…
Model details →Side-by-side comparison
| Capability | Kwaipilot: KAT-Coder-Pro V2 | Qwen: Qwen3 VL 30B A3B Instruct | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 262K | 262K | Tie |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.30 | $0.20 | 🏆 Qwen: Qwen3 VL 30B A3B Instruct |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $1.20 | $0.70 | 🏆 Qwen: Qwen3 VL 30B A3B Instruct |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | — | Yes | 🏆 Qwen: Qwen3 VL 30B A3B Instruct |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | — | Tie |
Frequently asked questions
Is Kwaipilot: KAT-Coder-Pro V2 better than Qwen: Qwen3 VL 30B A3B Instruct?
Qwen: Qwen3 VL 30B A3B Instruct wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Kwaipilot: KAT-Coder-Pro V2 and Qwen: Qwen3 VL 30B A3B Instruct?
Input: $0.30 vs $0.20 per 1M tokens. Output: $1.20 vs $0.70 per 1M tokens.
What context windows do Kwaipilot: KAT-Coder-Pro V2 and Qwen: Qwen3 VL 30B A3B Instruct support?
Kwaipilot: KAT-Coder-Pro V2 supports up to 262K tokens. Qwen: Qwen3 VL 30B A3B Instruct supports up to 262K tokens.
Do both Kwaipilot: KAT-Coder-Pro V2 and Qwen: Qwen3 VL 30B A3B Instruct support tool calling?
Kwaipilot: KAT-Coder-Pro V2: yes. Qwen: Qwen3 VL 30B A3B Instruct: yes.