If your tool can point at an OpenAI-compatible endpoint, testing Venice AI should be a config change, not a migration project. CheapTokens gives builders a bounded key for real workload tests.
CheapTokens is for bursty Venice AI workloads: evals, batch summaries, agent runs, media tests. Buy credits for the work you need today, then check usage from your account page.
cheaptokens.ai
Reserve credits are for recurring inference you want to keep simple.
Keep one API key, top up the balance, choose the daily capacity, and track usage from the account page.
A useful inference-credit supplier should disappear into your existing client config: base URL, key, model, usage page.
CheapTokens keeps that surface explicit so experiments do not become accounting work.
Before a batch run, do a small CheapTokens smoke test:
set the base URL, use the issued key, make one request, then check usage visibility.
If that loop is clear, the larger job is easier to run cleanly.
For launch prep, separate inference supply from application logic.
Use a CheapTokens key for the finite run, keep your client configuration explicit, and check usage after the job.
That makes the cost surface easier to inspect.
For model experiments, keep the inference-supply step explicit:
choose daily capacity, use the issued CheapTokens key, run the test, then check remaining usage before the next reset.
That makes the run easier to budget and audit.
If you are evaluating CheapTokens, start with the integration surface:
OpenAI-compatible client, CheapTokens base URL, issued key, status page for usage.
No new app architecture required.
Before you swap inference suppliers, check the boring parts:
Can your existing client use the API path?
Do you get a funded key immediately?
Can you see remaining usage?
That is the checklist CheapTokens is built around.
For agent tests, the useful unit is not just price per token. It is whether the run has a funded key, a clear daily limit, and a place to check remaining usage.
CheapTokens is built around that operating loop.
Agent budgets work better when purchasing and usage are part of the same loop.
CheapTokens is built around that: buy daily API capacity, use the issued key, then verify remaining usage before the reset window.