| GPT-5.4 | Grok 4.7 | |
|---|---|---|
| Input, per 1M tokens | $2.50 | $1.60 |
| Output, per 1M tokens | $15.00 | $4.80 |
| Context window | 1.05M | 500K |
| Classification or routing (600 tokens in, 10 out), per 1,000 | $1.65 | $1.01 |
| Chat reply (2,000 in, 400 out), per 1,000 | $11.00 | $5.12 |
| Retrieval-augmented answer (8,000 in, 500 out), per 1,000 | $27.50 | $15.20 |
| Confidence signal | no | yes |
| Tool calling | yes | yes |
Which one should carry your traffic?
If Grok 4.7 answers your requests as well as GPT-5.4, moving that traffic saves 53% on chat-shaped requests. Averages cannot tell you whether it does for your requests. Grok 4.7 exposes a confidence signal, so Gimbix can let it answer first and hand unsure cases to GPT-5.4.
GPT-5.4 profile · Grok 4.7 profile · Measure it on your traffic