
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.

EuroHPC's AI Factory Fast Lane call gives AI SMEs and startups up to 50,000 GPU hours on a EuroHPC supercomputer, free of charge for innovation purposes. Allocations run for one, two or three months on a single system, and the hosting AI Factory provides technical support. Applications are processed first in first out with a lightweight evaluation, and EuroHPC states approval comes within 4 working days. The 2026 call is open from 21 January 2026 through 31 December 2026, so there is no cohort deadline to wait for.
EU AI SMEs and startups, HPC experience needed
EU AI SMEs and startups, HPC experience needed
Active company website & working product URL
Business domain work email (e.g. [email protected])
First-time applicant to EuroHPC JU 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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