Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | GLM-4.6 (Non-reasoning) | Qwen3 235B A22B 2507 (Reasoning) |
|---|---|---|
| Input ($/M tokens) | $0.6 | $0.4 |
| Output ($/M tokens) | $2.2 | $2.15 |
Data from Artificial Analysis API — 12 benchmarks
Qwen3 235B A22B 2507 (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.84/M tokens vs $1.00/M for GLM-4.6 (Non-reasoning).
Qwen3 235B A22B 2507 (Reasoning) wins 9 out of 12 benchmarks compared to 3 for GLM-4.6 (Non-reasoning). See the detailed benchmark chart above for per-category results.
Qwen3 235B A22B 2507 (Reasoning) generates tokens faster at 56 tok/s vs 42 tok/s. GLM-4.6 (Non-reasoning) also has lower time-to-first-token (1.10s vs 1.32s).
Choose based on your priorities: Qwen3 235B A22B 2507 (Reasoning) for lower cost, Qwen3 235B A22B 2507 (Reasoning) for stronger benchmark performance, and Qwen3 235B A22B 2507 (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.