| Qwen3.7 Flash | GLM 5.3 | |
|---|---|---|
| Input, per 1M tokens | $0.03 | $0.325 |
| Output, per 1M tokens | $0.13 | $4.40 |
| Context window | 1M | 1.31M |
| Classification or routing (600 tokens in, 10 out), per 1,000 | $0.0193 | $0.239 |
| Chat reply (2,000 in, 400 out), per 1,000 | $0.112 | $2.41 |
| Retrieval-augmented answer (8,000 in, 500 out), per 1,000 | $0.305 | $4.80 |
| Confidence signal | yes | yes |
| Tool calling | yes | yes |
| BANKING77, correct of 400 | 286 | not measured |
Which one should carry your traffic?
If Qwen3.7 Flash answers your requests as well as GLM 5.3, moving that traffic saves 95% on chat-shaped requests. Averages cannot tell you whether it does for your requests. Qwen3.7 Flash exposes a confidence signal, so Gimbix can let it answer first and hand unsure cases to GLM 5.3.
Qwen3.7 Flash profile · GLM 5.3 profile · Measure it on your traffic