Batch API Savings Calculator
Compare realtime and batch token processing costs for asynchronous AI API workloads.
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.
Related API billing guides
Read the concepts behind the calculator and adapt the examples to your own API pricing model.
How to Price an API: Cost, Margin, Usage and Billing Models
A practical API pricing guide for turning delivery cost, margin, usage volume, free tiers, and billing models into a paid API price.
Read guideAPI Charges Explained: How API Costs and Pricing Work
Understand API charges, billable units, cost per 1,000 requests, token pricing, credits, free tiers, and invoice examples.
Read guideAPI Billing Models: Usage-Based, Subscription, Credits and BYOK
Compare API billing models for developer products, including usage-based billing, subscriptions, credits, prepaid wallets, and bring-your-own-key.
Read guide