01Deep dive
Meaning and practical implications
Select a candidate using task-specific evidence. Model family names and broad benchmark scores do not establish equal quality, equivalent behavior, or a predictable savings percentage.
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LLM Models
Large language models are models trained to process and generate language-related token sequences. Some also support images, audio, or other modalities.
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