Fine-tune / distil
Scale and above. One high-volume task where a tuned small model might pay off. It cannot ship until a shadow test of that model passes.
No task in this view has a cheaper catalogue candidate.
Sample data. Not a customer bill.
Sample data. Not a customer bill.
Hub for fine-tune and commit advice. Neither writes a ledger line.
Figures follow the shell: Last 30 days · All projects · All environments.
Scale and above. One high-volume task where a tuned small model might pay off. It cannot ship until a shadow test of that model passes.
No task in this view has a cheaper catalogue candidate.
Enterprise. Advice on provider commitments from actual usage. It is not a saving, so the ledger and the performance fee ignore it.
Ledger impact $0.00