About Progressive Labs

Choosing a language model has become a procurement decision made on vibes. Benchmarks measure things that are not your workload, marketing pages compare against whatever makes the chart look good, and by the time you have wired up three provider SDKs to find out for yourself, two of the models have been superseded.

Progressive Labs exists to make that decision cheap and quick. One account, one balance, every frontier model — run your actual prompt against all of them, watch what each one costs to the fraction of a penny, and pick the one that is good enough for what you are building.

We charge for the tokens you use and nothing else. No subscription, no seat licence, no minimum commitment, no expiring credit. If you run nothing this month, you pay nothing.

Progressive Labs is built and operated by Progressive Robot.