Account- and model-specific concurrency, counting queued and processing requests. Dashboard limits are authoritative; current guide describes HTTP 400 on saturation and no standard rate-limit or Retry-After headers.Source for Request quotas (opens in a new tab)
The introductory blog advertises 20 concurrent requests after key creation. This is not assumed to be every account or model limit.
Safe request retries
Optional Idempotency-Key: 1–255 visible ASCII characters without whitespace. Same account, endpoint, body and webhook reuse the original request ID; mismatches return 422. Read status_url for current state.Source for Safe request retries (opens in a new tab)
Generation submissions only. Replays are not new generations and are not prompt caching; no expiry interval is established.
Pricing coverage
Published USD model tariffs; authenticated /estimate/{model-path} gives a configuration quote. Example credits/usd values in shared documentation are illustrative, not this model’s rate.Source for Pricing coverage (opens in a new tab)
Billing basis
Separate prepaid API balance; consumer subscriptions do not fund API use. Failed, moderated and successfully canceled queued generations are refunded.Source for Billing basis (opens in a new tab)
Generic documentation describes credits; current model pages publish USD rates. No fixed credit-to-dollar exchange is inferred.
GET /marketing-studio/image/presets?size=50 returns visible usable Ads presets. Follow cursor pagination and use the selected current UUID; preset IDs are not a fixed enum.Source for Preset catalog (opens in a new tab)
Prices retain their published currencies and billing units below.
Published billing units · original currency · observed 15 Oct 2026
Category
Usage
Rate
Unit
Modality token pricing
Text input1
$5.00
1M text input tokens
Caching
Cached text input1
$1.25
1M cached text input tokens
Modality token pricing
Text output1
$10.00
1M text output tokens
Modality token pricing
Image input1
$8.00
1M image input tokens
Caching
Cached image input1
$2.00
1M cached image input tokens
Modality token pricing
Image output1
$30.00
1M image output tokens
Rate conditions
Initial charge is an estimate, reconciled with actual token usage at completion and standard credit rounding. Media workflow, not a general text-question quote.
API content may be used for training unless the workspace opts out; processing can take 10 business days and is prospective. Enterprise agreements can differ. Request records remain while the account is active; generated files are available for at least seven days. Zero retention requires an eligible enterprise addendum. Partner/excluded-model policies can differ.
A cached rate is published, but modality-specific cache controls have not yet been verified. Text-generation TTL rules are not assumed for image, audio or realtime endpoints.
Initial charge is an estimate, reconciled with actual token usage at completion and standard credit rounding. Media workflow, not a general text-question quote.
Observed 15 Oct 2026. Write rates and storage fees are different charges; use the billing rules above.
Caching reviewed 15 Oct 2026
What the measurements say
No benchmark observations have been added for this model. We do not turn a vendor description into a performance score.
Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.
The record behind the model
Why it is included
Proprietary OpenAI release in the official hosted-model catalog. Explicit open-weight releases and unresolved routing aliases are excluded.
