KAT-Coder-Pro V2.5 vs Qwen3 VL 30B A3B Thinking
How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for KAT-Coder-Pro V2.5 and Qwen3 VL 30B A3B Thinking.
KAT-Coder-Pro V2.5
No description available.
Qwen3 VL 30B A3B Thinking
Qwen3-VL-30B-A3B-Thinking is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Thinking variant enhances reasoning in STEM, math, and complex tasks. It excels...
Technical Specifications
| Specification | KAT-Coder-Pro V2.5 | Qwen3 VL 30B A3B Thinking |
|---|---|---|
| Provider | Kuaishou | Alibaba |
| Context Window | 256,000 tokens | 131,072 tokens |
| Agent Suitability | N/A | N/A |
| Time to First Token (TTFT) | N/A | N/A |
| Deployment Model | managed api | self hostable |
| Production Stability | stable | stable |
| API Available | Yes | Yes |
| Released Date | 2026-07-10 | 2025-10-06 |
API Pricing Comparison
Input Price per Million Tokens
KAT-Coder-Pro V2.5
$0.74
Qwen3 VL 30B A3B Thinking
$0.13
Output Price per Million Tokens
KAT-Coder-Pro V2.5
$2.96
Qwen3 VL 30B A3B Thinking
$1.56
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Benchmark Performance Metrics
Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.
KAT-Coder-Pro V2.5 Quirks & Gotchas
No developer gotchas reported.
Qwen3 VL 30B A3B Thinking Quirks & Gotchas
No developer gotchas reported.