Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | GPT-5.4 mini (xhigh) | GLM-5.2 (max) |
|---|---|---|
| Input ($/M tokens) | $0.75 | $1.4 |
| Output ($/M tokens) | $4.5 | $4.4 |
Data from Artificial Analysis API — 12 benchmarks
GPT-5.4 mini (xhigh) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.69/M tokens vs $2.15/M for GLM-5.2 (max).
GLM-5.2 (max) wins 5 out of 12 benchmarks compared to 1 for GPT-5.4 mini (xhigh). See the detailed benchmark chart above for per-category results.
GLM-5.2 (max) generates tokens faster at 192 tok/s vs 161 tok/s. However, GLM-5.2 (max) has lower time-to-first-token (0.90s vs 10.94s).
Choose based on your priorities: GPT-5.4 mini (xhigh) for lower cost, GLM-5.2 (max) for stronger benchmark performance, and GLM-5.2 (max) for faster generation. For latency-sensitive apps, check the TTFT comparison above.