Price custom AI workloads

Fine-tuning & Embedding Cost

Model training and embedding costs before you upload a single example or document.

Current provider pricingNothing uploadedFree

Fine-tuning workload

Training dataset

Training examples

examples

Rows in your training fileAvg. tokens / example

tokens

Prompt plus ideal responseTraining epochs

epochs

Passes through the dataset

Training model

Verified reference

Training and embedding list prices · confirm current rates with each provider

Service	Model	Price / 1M	Billing unit
Fine-tuning	GPT-4.1 mini (legacy)	$5.00	Training tokens
Fine-tuning	GPT-4o mini (legacy)	$3.00	Training tokens
Embeddings	text-embedding-3-small	$0.02	Input tokens
Embeddings	text-embedding-3-large	$0.13	Input tokens

Clear answers

What counts as a training token?

Every token in your training examples is processed once per epoch, so more epochs multiply total training usage.

How large are embedding vectors?

Are inference costs included?

Is OpenAI self-serve fine-tuning still available?

Keep calculating