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Cost

Batch API Savings Calculator

Half price for work nobody is waiting on.

Settings
Batch SavingsExact
0Token change
Token change0no change
Input tokens0what you pasted
Output tokens0what you would send
Token cost of this result
Output tokens0
As input$0.00
× 100K requests$0.00

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Result
 

The saving with no quality trade-off

Most providers discount asynchronous batch processing by around half, in exchange for a latency budget measured in hours rather than seconds. The model and the output are identical.

It is the only lever on this site that costs nothing in quality, and it is skipped mostly because it needs a slightly different code path.

What can move

Nightly classification, backfills, evaluation runs, embedding generation, enrichment pipelines, summarising yesterday’s tickets — anything where no user is waiting on the response.

Teams usually find the batchable share is far higher than they assumed, because interactive traffic is a smaller fraction of total requests than it feels like.

Frequently asked questions

How long does batch processing take?
Typically a completion window measured in hours, often up to twenty-four. Design for the worst case rather than the observed average, since the guarantee is what you are buying.
Does batching affect rate limits?
Usually it sits outside the interactive quota entirely, which is a second benefit — moving work to batch frees throughput for the requests that need it.

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