Seat licences

Topic: Lower inference cost
All topics334

Inference

Keep your coding tools14Lower inference cost23Model library39Run models without infra work35Scale without limits17Switch models safely24

GPU compute

Keep GPU jobs running32Lower GPU cost34Pick the right GPU25Secure GPU capacity30

Both

Avoid vendor lock-in15Meet EU requirements46

1 article in Seat licences

Articles

20 August 2026

Per-Seat Licences vs Per-Token Inference: Where the Line Sits

For enterprise AI, the math is shifting from per-seat licences that start at $30 per user per month to consumption-based inference. Transitioning to per-token open models scales AI usage without artificially inflating headcount costs, provided you control the output-token tax.

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