Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | KAT Coder Pro V2 | Qwen3 Coder Next |
|---|---|---|
| Input ($/M tokens) | $0.3 | $0.35 |
| Output ($/M tokens) | $1.2 | $1.2 |
Data from Artificial Analysis API — 12 benchmarks
KAT Coder Pro V2 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.53/M tokens vs $0.56/M for Qwen3 Coder Next.
KAT Coder Pro V2 wins 6 out of 12 benchmarks compared to 1 for Qwen3 Coder Next. See the detailed benchmark chart above for per-category results.
KAT Coder Pro V2 generates tokens faster at 103 tok/s vs 89 tok/s. KAT Coder Pro V2 also has lower time-to-first-token (0.88s vs 1.26s).
Choose based on your priorities: KAT Coder Pro V2 for lower cost, KAT Coder Pro V2 for stronger benchmark performance, and KAT Coder Pro V2 for faster generation. For latency-sensitive apps, check the TTFT comparison above.