Nothing in the loop is held back on the cheapest plan. Three things scale: how many outcomes you can run at once, whether we cover the model, and how much premium web search you get.
Free
One outcome, run properly, on your own model subscription.
Starter
Recommended
Unlimited outcomes, on your own model.
Plus
Unlimited outcomes, plus model credits.
In every plan, including Free
Most of this table is identical on purpose. The harness isn't the upsell.
| Free | Starter | Plus | |
|---|---|---|---|
| Outcomes at onceActive outcome projects. Runs per outcome are unlimited on every plan. | 1 | Unlimited | Unlimited |
| What we coverModel access and premium web search. Bring your own ChatGPT subscription on any plan. | Your own model | Your own model · 250 searches/mo | $15 Gemini credits · 500 searches/mo |
Free is capped at one active outcome project. Create another and the older one locks until you upgrade — nothing is deleted.