AI Fine-Tuning Cost

Estimate the token-based cost of an AI fine-tuning job.

How this calculator works

Enter training tokens, epochs, training price per 1m tokens ($). Select Calculate to apply the displayed formula and review the labeled results.

Formula / method

Training cost = training tokens × epochs ÷ 1,000,000 × price per 1M tokens

Worked example

5M tokens trained for 3 epochs at $25/M costs $375.

Assumptions and limitations

The provider charges uniformly per processed training token.

Validation, hosted checkpoints, inference, minimums and provider-specific pricing are excluded.