Know your Qwen quota before you build.
Evaluate Qwen access by host, region, plan, and quota conditions, with a clear budget for the end of free access.
READ THE GUIDEFree credits guides.
Distinguish limited free access, model-specific quotas, and approved promotional awards. Read these guides before relying on an allowance to fund a pilot or support a customer-facing feature.
Turn free credits into real progress.
Evaluate legitimate free tiers and startup awards, fund useful experiments, and prepare for unsubsidized operating costs.
READ THE GUIDE
Gemini and Gemma are not one wallet.
Distinguish Gemini API billing from Gemma model hosting, then compare free access, promotional offsets, and infrastructure costs.
READ THE GUIDE
Make the Mistral pilot earn its budget.
Build a measured Mistral pilot, identify the hosting route, and prepare a deliberate handoff from testing to production.
READ THE GUIDEHow to use this collection
Record the eligibility rules and expiration, verify what happens after exhaustion, and maintain an estimate of ordinary operating costs even while eligible usage is subsidized.
Use the glossary for unfamiliar terms and the official source directory for the provider references. Every article states its reviewed date; current account-specific rules still need to be verified before a purchase.