Batch API Savings Calculator
Compare realtime and batch token processing costs for asynchronous AI API workloads.
Editable usage, rate, and operating assumptions
Scenario totals and unit economics
Price offline evaluations
Batch API Savings Calculator
Estimate the cost tradeoff for moving asynchronous token workloads from realtime to batch processing.
Frequently asked questions
Practical answers for applying this calculator to a production API billing or usage plan.
When should I use a batch API?
Batch processing fits work that can wait for asynchronous completion, such as evaluations, enrichment, classification, migration, and report generation.
What does the batch discount apply to?
It varies by provider and model. Some discount both input and output tokens, while tools, storage, or media may remain at standard rates.
What tradeoff comes with batch pricing?
The main tradeoff is delayed completion rather than interactive latency. Confirm provider deadlines, queue limits, cancellation rules, and failure handling.
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