01Deep dive
Meaning and practical implications
Separate component tests from end-to-end task evaluation. An agent can make individually valid tool calls and still fail to achieve the user’s objective.
o10
Evals
Evals are evaluations used to measure model or system behavior against specified criteria. They can be run offline, during development, or through controlled production observation.
FAQFrequently asked questions
Common questions
o10Set the envelope. o10 holds it.
See what you're overpaying.
Paste a week of traffic. Get the number that books the audit.
See what you're overpaying →verified savings methodology · State of Inference Spend 2026