AI Rate CardClaude Opus 4.8 vs GPT-5.4 nano: API price and specs
GPT-5.4 nano is 93% cheaper than Claude Opus 4.8 on input price.
GPT-5.4 nano is 93% cheaper than Claude Opus 4.8 on output price.
GPT-5.4 nano is 93% cheaper than Claude Opus 4.8 on a 1M-in / 200k-out workload.
Claude Opus 4.8 has a 162.1% larger context than GPT-5.4 nano.
| Field | Claude Opus 4.8 | GPT-5.4 nano |
|---|---|---|
| Lowest input, per 1M | $1.50 +1400% | $0.10 |
| Median input, per 1M | $5.00 +2400% | $0.20 |
| Lowest output, per 1M | $9.25 +1380% | $0.62 |
| Median output, per 1M | $25.00 +1900% | $1.25 |
| Lowest unit price | $0.001 / request | — |
| Cost of 1M in + 200k out | $3.35 +1388.9% | $0.23 |
| Context | 1M | 400K +61.9% |
| Max output | 128K | 128K |
| Providers | 34 | 25 +26.5% |
| Regions | APAC, AU, EU, GLOBAL, JP, US | EU, GLOBAL, US |
| Accepts | application/pdf, file, image, image/gif, image/jpeg, image/png, image/webp, pdf, text | file, image, image/gif, image/jpeg, image/png, image/webp, pdf, text |
| Returns | text | image, text |
| Type | Text models | Text models |
| Free option | no | no |
| Cheapest provider | xpersona | openrouter |
Your own workload: how many tokens the model gets (input) and gives back (output) - for example, in a month. The "Cost" row of the table above is recalculated for these numbers, for each model.
Computed from current offers each time the page opens; the best value of a row is bold, the percent is how far behind the best.
Providers selling both
302ai, abacus, aihubmix, aiml, azure, azure-cognitive-services, cometapi, digitalocean, edenai, fastrouter, github-copilot, impossibl, jiekou, kilo, nearai, ofox, opencode, openrouter, orcarouter, poe, requesty, trustedrouter, vercel, zenmux
Frequently asked questions
Which is cheaper, Claude Opus 4.8 or GPT-5.4 nano?
GPT-5.4 nano is 93% cheaper than Claude Opus 4.8 on input price. GPT-5.4 nano is 93% cheaper than Claude Opus 4.8 on output price. GPT-5.4 nano is 93% cheaper than Claude Opus 4.8 on a 1M-in / 200k-out workload.
Which has the larger context, Claude Opus 4.8 or GPT-5.4 nano?
Claude Opus 4.8: 1M tokens; GPT-5.4 nano: 400K tokens.
Where can I use both Claude Opus 4.8 and GPT-5.4 nano?
302ai, abacus, aihubmix, aiml, azure, azure-cognitive-services, cometapi, digitalocean, edenai, fastrouter, github-copilot, impossibl, jiekou, kilo, nearai, ofox, opencode, openrouter, orcarouter, poe, requesty, trustedrouter, vercel, zenmux