Together AI: route each task to the right model size instead of defaulting to the biggest

togethercompute · x · 2026-11-01

Together AI highlights a benefit of an open model stack: not every task needs to go through the same model. Well-specified work can run on smaller, faster models, while harder or more ambiguous tasks benefit from larger ones — match the model to the work instead of defaulting to the biggest.

The accompanying diagram sketches a practical routing flow: use a large model to scope & route an ambiguous project, assign tasks to small (routine), medium (moderate), or large (ambiguous) tiers, verify via tests·lint·types·build, re-route failures to a bigger model, then ship.

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