calculators · checked 2026-06-29

Token Cost Calculator

Convert token counts into rough input, output, and total cost estimates.

Answer

What to know first

Token cost is the simplest way to compare models before building a repeated workflow.

A cheap model can be the better choice for extraction, classification, drafts, and high-volume background jobs.

A stronger model may still be cheaper overall when it reduces retries or human review.

Local calculator

Convert tokens into cost

$0.00 total

This is a planning calculator, not a billing statement. Actual provider billing can include product-specific rules.

Structured answer

Decision table

Use caseCost patternBudget tip
Short chatLow input and medium outputUse a balanced model and cap response length.
Long document reviewHigh input and medium outputChunk only when the task allows it.
Batch generationMedium input and high outputEstimate daily volume before publishing automation.
ClassificationLow outputUse smaller models if accuracy is acceptable.

Source trail

Official references

FAQ

Common checks

Is one token one word?

No. Tokens are model-specific chunks of text. Treat word-to-token conversions as rough estimates.