batchwatch

batchwatchOpenAI › gpt-5.6-sol

How long does gpt-5.6-sol batch take at OpenAI?

Measured, not promised. OpenAI publishes a completion window of 24 hours and nothing more precise; below is what 11 real batch jobs actually did.

Measured over the last 30 days
Nine in ten finished within 2 min
Half finished within 78s. The slowest job we measured took 3 min.
p5078s
Measurements11
Sources1
p902 min
p953 min

What we measured

p5078shalf finished within
Measurements1130-day window
Sources1independent contributor
p902 minnine in ten
p953 minnineteen in twenty

Every measured job, slowest last

Share of jobs finished, against elapsed time. 11 completions, 30-day window.

0s 2 min 3 min 0%25%50%75%90%100% share of jobs finished

The curve is drawn from the pooled measurements, while the headline percentiles above are the median of each contributor's own figures - so the two need not line up exactly. That is deliberate: no single source can move a headline number by sending more data.

What you can plan for

24 hours

Provider's published window - not a measurement

Plan for 24 hours - and note where that number comes from. With 11 measurements there is no order statistic that can bound the upper end, so the honest planning number is OpenAI's own published completion window. That is a contract they wrote, not something we observed.

For contrast, what we did observe: a p90 of 2 min across 11 jobs. Too thin to plan on, which is exactly why it is not the number above.

How much this answer is worth

Confidence: Very low

Score 0.2 · basis: exact_model

Limited by only 11 measurements, a single contributor, an upper bound we cannot pin down.

Pooled across all measurements: fewer than 3 contributors have enough data to vote, so a single contributor could move this number. Confidence is capped accordingly.

Where the numbers come from

Each measurement is one completed batch job. The duration is end minus start, both timestamped by our server - a client can never submit a duration, and a job we stopped waiting for is recorded as abandoned, never as a fast completion.

Newest measurement2026-08-25T18:21:14.000Z
Oldest in window2026-08-25T13:23:56.000Z
Figures computed2026-08-25T18:42:24.000Z
Public delay15 minutes
Percentile methodpooled (1 voting source)

Timestamps are absolute and in UTC on purpose: this page may be cached, and a relative age would quietly go stale in the cache while an absolute one stays true.

Get this as JSON

Same numbers, same delay, no key required.

curl "https://batchwatch.dev/v1/curve?provider=openai&model=gpt-5.6-sol"

Contributing five measurements in seven days cuts the delay to five minutes and unlocks the decision endpoints (/v1/should-i-batch, /v1/estimate-batchtime). Start on the front page.