
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.

RunPod runs a two-tier Startup Program for AI startups using its GPU cloud. The Starter Tier gives $1,000 in credits with no deposit and no commitment, aimed at pre-Series A startups with a working product. The Growth Tier adds $25,000 in bonus credits when you deposit $50,000 upfront, for $75,000 total under a 12-month agreement, aimed at Seed to Series B+ startups already spending $5,000 to $25,000 a month on GPUs. Credits work across Pods, Serverless, Clusters and Storage, and the bonus is one-time with no reload.
New customers only, venture-backed preferred
New customers only, venture-backed preferred
Active company website & working product URL
Business domain work email (e.g. [email protected])
First-time applicant to RunPod 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
Selective criteria (~15–30%). Typically requires accelerator (YC), institutional VC, or equity grant.
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