OpenAI / generation
GPT-5.4 family
GPT-5.4 variants retain their own model IDs, prices and rating coverage. API usage is separate from a ChatGPT subscription; Codex and Pro labels need endpoint-specific interpretation.
Family research reviewed · Official source notes below
- Standard models
- 5
- Independently rated
- 3 / 5
- Known token rates
- 5 / 5
- Global balanced frontier
- 0
This collection organises accepted catalogue identities. It does not certify equal weights, a shared licence, benchmark equivalence or current availability on every serving platform.
Compare exact catalogue rows
USD per 1M tokens. In / out are listed base rates; expand billing conditions before planning a request. LMArena scores measure the general preference board, not success on your engineering task. Unknown stays unknown.
Image-labelled products
| Model | LMArena | Input / output $/M | Context / max output | Capabilities & conditions |
|---|---|---|---|---|
GPT-5.4 Image 2openai/gpt-5.4-image-2 | Unrated | $8.00 / $15.00Listed base ratesBilling details
Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 272,000Output 128,000 | image · text · fileTools no · reasoning yesWeights unknownReleased 2026-04-21 |
Pro-labelled catalogue rows
| Model | LMArena | Input / output $/M | Context / max output | Capabilities & conditions |
|---|---|---|---|---|
GPT-5.4 Proopenai/gpt-5.4-pro | Unrated | $30.00 / $180Context tiers applyBilling details
Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 1,050,000Output 128,000 | text · image · fileTools yes · reasoning yesWeights unknownReleased 2026-03-05 |
Other generation members
| Model | LMArena | Input / output $/M | Context / max output | Capabilities & conditions |
|---|---|---|---|---|
GPT-5.4 Nanoopenai/gpt-5.4-nano | 1372.9±3.9 interval half-widthEffort: high | $0.200 / $1.25Listed base ratesBilling details
Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 400,000Output 128,000 | file · image · textTools yes · reasoning yesClosed weightsReleased 2026-03-17 |
GPT-5.4 Miniopenai/gpt-5.4-mini | 1412.1±3.8 interval half-widthEffort: high | $0.750 / $4.50Listed base ratesBilling details
Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 400,000Output 128,000 | file · image · textTools yes · reasoning yesClosed weightsReleased 2026-03-17 |
GPT-5.4openai/gpt-5.4 | 1452.6±3.8 interval half-widthEffort: default | $2.50 / $15.00Context tiers applyBilling details
Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 1,050,000Output 128,000 | text · image · fileTools yes · reasoning yesClosed weightsReleased 2026-03-05 |
Free and batch variants
These rows have different access or processing conditions. They are excluded from the standard-row counts above. A variant without a standard base remains a separately named variant.
- GPT-5.4 Nano (batch)batch · $0.100 in / $0.625 out per 1M
- GPT-5.4 Mini (batch)batch · $0.375 in / $2.25 out per 1M
- GPT-5.4 Pro (batch)batch · $15.00 in / $90.00 out per 1M
- GPT-5.4 (batch)batch · $1.25 in / $7.50 out per 1M
Sources and scope
- OpenAI model catalogue ↗
Exact named models on the vendor platform; not a promise about every reseller
Checked 2026-09-22 · official document opened and inspected
Source review does not refresh a price or transplant a benchmark score. Read the method and correction policy.
Questions this page answers
Are the GPT-5.4 family models interchangeable?
No. These are exact catalogue rows with separate capability, pricing and rating evidence. Compare the checkpoint, serving endpoint, reasoning settings and required input types. A family name does not establish equivalent behaviour.
How many OpenAI rows are compared here?
5 standard rows, of which 3 have an accepted LMArena general score and 5 have known input and output token rates. 4 related free or batch variants are listed separately.
What do the prices and frontier counts mean?
Prices below are listed US dollars per million input or output tokens, before request-specific context tiers and other billing dimensions. The frontier count comes from the global balanced view. Neither a family price range nor a benchmark difference proves your task will be cheaper or more successful.
How current are the official notes?
The linked family research was reviewed 2026-09-22. That date is separate from each accepted catalogue observation and each vendor’s effective date. An official note applies to its named platform, not automatically to every reseller.