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Switching to a Cheaper Model: How Much Would You Save?

AI prices fall and new models launch constantly, so the model you picked six months ago may no longer be the smart choice. This guide shows how to quantify a switch before you make it.

Model the swap on your real workload

Savings depend on your input:output mix and volume, so compare candidates on your actual numbers rather than headline rates. A model that is cheaper on input can still lose on an output-heavy task.

Blended and tiered strategies

You rarely have to move everything. Routing routine work to a cheaper model and reserving a premium one for hard cases — a blended mix — often captures most of the savings while protecting quality.

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Frequently asked questions

How do I know if a cheaper model is worth switching to?+

Compare it on your own token mix and volume, and validate quality on a sample before moving production traffic.

Should I move all traffic to the cheapest model?+

Often no — route simple work to it and keep a stronger model for hard cases to balance cost and quality.