Unlimited LLM API. How we use idle corporate servers

I can’t be the only one who’s sick of these 5-hour and weekly limits.

Maybe it’s time to stop saving up limits like mana in games and start really using AI for work all the time, without selling a kidney for every extra request and tens of millions of tokens?

Fully unlimited tokens at a fixed price bring up a fair question. How do the economics actually add up?

We rent unused corporate computing capacity during its IDLE periods, this is exactly why we can offer unlimited tokens. We are not middlemen and we host the models ourselves. We deploy the weights, run the models and process the requests ourselves. Unused corporate capacity adds to our stable reserve.

Then comes load routing. For the model you select, the system chooses a tested precision profile for the task. Compact versions use less memory and leave more space for user requests. For complex code, mathematics and ambiguous tasks, quality comes first.

A subscription includes 4 PARALLEL requests to your chosen model. Once a request finishes the slot is free. Total token usage is unlimited during the paid period.

We’re preparing Rate Cloud’s launch on Product Hunt and want to discuss this architecture with people who actually use APIs and agents.

What would you check first with a provider like this before connecting your project? What would that test look like on your real workload?

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