Open-weight models got good. Pricing didn’t follow.
For most production workloads the best open-weight models now match closed ones on quality. What hasn’t caught up is how they’re sold. AI Token Router exists to close that gap.
A team evaluating a model today does the comparison on quality, picks an open-weight model, and then discovers the awkward part: actually serving it means either renting GPUs and owning an inference stack, or paying a hosted provider a rate set against closed-model expectations rather than against what the compute costs.
Neither is a good answer. The first turns a product team into an infrastructure team. The second means the savings that justified choosing an open model in the first place quietly disappear.
So we buy inference capacity in volume, run it near the models, and sell it at 30–50% below the published official rate — with the official rate printed next to ours on every page, so you can check rather than take our word for it.
Today that covers 24 text, image, video and embedding models behind one OpenAI-compatible endpoint. Changing your provider is a base URL and an API key, not a rewrite.
What we optimise for
Prices you can verify
Every rate is published beside the official one, with the date it was last reconciled. A pricing page you cannot check is a pricing page you should not trust.
No migration tax
OpenAI-compatible request and response shapes, including streaming. If your code already speaks to one OpenAI SDK, it already speaks to us.
Licensing you can defend
Only open-weight models, each served under its own published licence. Nothing here depends on a resale arrangement that could be withdrawn.
How we make money
We buy inference capacity at volume rates and resell it at a margin. That margin is the whole business — there is no data resale, no advertising, and no arrangement where your traffic is worth more to us than what you paid for it.
It also means our incentives are legible: we make money when you keep running workloads, so degrading them to cut costs would be self-defeating. If a rate ever stops being competitive, the official price is printed next to it and you will notice before we tell you.
Who we are
AI Token Router is operated by Innoprise Incubator INC. We are a small team, which is why the product is deliberately narrow: one endpoint, one billing model, one clearly stated price.
Questions are answered by people who work on the thing. Contact us — or read the changelog to see what we have actually been shipping.
Check the numbers yourself
Every rate is published next to the official one. Start with $5 in credit and no card.