
AWS offers up to $1,000,000 in generative AI credits. What they cover across models and compute, how the bill behaves at scale, and what they stack with.

Huawei Cloud runs a rolling startup program that issues a cash credit voucher of at least USD 5,000 once an application is approved, with a route to apply for up to USD 150,000. Eligibility is stated on the program page as companies established less than 5 years ago that are not publicly listed and are less than 50% owned by a listed company. Applications are self-serve through the Huawei Cloud startup center, reviewed by Huawei, with the result returned by email. The program page states no geographic restriction, but signing up requires a Huawei Cloud international account with enterprise real-name verification, so a registered legal entity is mandatory.
Open to young tech startups founded within the defined program age window.
Under 5 years old, not listed, enterprise verified
Active company website & working product URL
Business domain work email (e.g. [email protected])
First-time applicant to Huawei Cloud startup tier

AWS offers up to $1,000,000 in generative AI credits. What they cover across models and compute, how the bill behaves at scale, and what they stack with.

Greylock Edge is a 3-month company-building program from the venture firm Greylock, open to pre-idea, pre-seed and seed founders. Accepted founders get $500K+ in credits with AWS, Google, Microsoft and other partners, plus access to Greylock's recruiting team, AI researchers in residence and customer network. Greylock does not require an investment to join, and financing ranges from a priced seed round to an uncapped SAFE to no capital at all. Applications are rolling with no deadline, but Greylock states it works with only a very select handful of founders, so acceptance odds are low.

Google Cloud AI Startups Tier - $350,000 in credits over 2 years plus $12,000 in technical support for AI-first startups. This enhanced tier is designed for startups building with Google's AI stack. Access Gemini models through Vertex AI, fine-tune models with custom data, and deploy at scale. Includes priority technical support from Google's AI specialists, enhanced rate limits, and early access to new AI features. The program targets companies where AI/ML is core to the product, not just a feature
Direct credits applied upon approval
Moderate approval (~55–70%). Requires active business domain, live MVP, or founder verification.
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