GPT-5.4 Pro API Pricing
OpenAI · context window 1.1M · prices updated 2026-09-15
Where GPT-5.4 Pro sits on price
At $180 per million output tokens, GPT-5.4 Pro is a frontier tier model — 86.5× the median output price of $2.08, which puts it in the most expensive 10% of everything we track. It sits 91th cheapest of the 92 OpenAI models we track. Output costs 6.0× more than input here, so anything that makes the model write less — tighter instructions, structured output, lower max_tokens — moves the bill more than trimming the prompt.
What real workloads cost on GPT-5.4 Pro
These three workloads are the ones teams actually run on a frontier-priced model — a $180/1M model is not bought for the same job as one ten times the price.
| Workload | Per request | Per month |
|---|---|---|
| Small app — 1K requests/day (500 in / 150 out) The baseline most side projects actually run at. | $0.042 | $1260 |
| Coding agent — 300 sessions/day (60K in / 12K out) Multi-step loops re-read the same files; caching matters more than raw price. | $3.96 | $35640 |
| Support chatbot — 500 conversations/day (5K in / 1.4K out) Conversation history re-sent each turn — the classic prompt-caching win. | $0.402 | $6030 |
Model your exact traffic in the API cost calculator — it preloads GPT-5.4 Pro with caching and batch options.
GPT-5.4 Pro price history
GPT-5.4 Pro's price has not moved since we began tracking it on Aug 2, 2026 — 44 days of stability in a market where 78 of the 334 models we track have repriced over the same period, including 9 of OpenAI's own 92 models.
Change-points from our daily price snapshots (tracking since Aug 2, 2026; intraday moves between snapshots are not captured).
GPT-5.4 Pro vs Claude Opus 4.1
The closest-priced alternative from another vendor is Claude Opus 4.1 (Anthropic) — 58% cheaper on output, with $15.00 less per million input tokens. When two models land this close on price, the decision is quality on your own workload, not the price sheet: run 50 real requests through both and compare.
See Claude Opus 4.1 pricing →Cheaper alternatives
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Frequently asked questions
› How much does the GPT-5.4 Pro API cost?
GPT-5.4 Pro costs $30.00 per million input tokens and $180 per million output tokens and no discounted cached-input tier. That works out to roughly 5,556 output tokens per dollar.
› What does the small app workload cost on GPT-5.4 Pro?
Small app — 1K requests/day (500 in / 150 out) costs about $0.042 per request and $1260 per month on GPT-5.4 Pro. The baseline most side projects actually run at.
› What does it cost to fill GPT-5.4 Pro's 1.1M context window?
Sending 1.1M of input in a single request costs $31.50 at $30.00 per million tokens — before any output. There is no cached-input tier on this model, so every repeat of that context is billed at full price. This is why large context windows are cheap to advertise and expensive to actually use.
› Is GPT-5.4 Pro worth the price?
GPT-5.4 Pro is priced in the top bracket, at $180 per million output tokens. It only pays off where an error is expensive — production code, legal and medical drafting, agents that take real actions. For anything routine, GPT-5.2 Pro at $168 does the same job for a fraction of the bill.