Head to head
OpenAI: GPT-6 Astra vs Z.ai: GLM 5.3
Live prices, context windows, capabilities, and measured quality — updated continuously.
Side by side
| Metric | OpenAI: GPT-6 Astra Openai | Z.ai: GLM 5.3 Z Ai |
|---|---|---|
| Input $/M tokens | $10.00 | $1.40 |
| Output $/M tokens | $50.00 | $4.40 |
| Context window | 1.1M | 1.3M |
| Max output | 128K | 262K |
| WM Score | 88 | 88 |
| Benchmark quality | 92.7 | 87.6 |
| Hosts serving it | 2 | 25 |
| Throughput (tok/s) | 60 | 181 |
| Latency (ms) | 4582 | 363 |
| Vision | ||
| Tools | ||
| Reasoning | ||
| JSON mode |
Which should you pick?
Z.ai: GLM 5.3 costs less per million input tokens — about 7.1× cheaper than OpenAI: GPT-6 Astra. OpenAI: GPT-6 Astra scores higher on measured quality. Z.ai: GLM 5.3 takes a larger context window, which matters for long documents or big codebases. Prices here are live list prices; the same model can cost less on a different host, so check the model page for the cheapest offering.