Before you raise — or to make a raise go further — AI startups can pull in a surprising amount of non-dilutive support: cloud and model credits, accelerator perks, and research grants. Here is the 2026 landscape and how to stack it.
The three buckets of non-dilutive support
- Platform credits — cloud (AWS, Google Cloud, Azure), model providers (Anthropic, OpenAI via partners, Google), and dozens of dev tools give startups credits worth thousands to hundreds of thousands of dollars. See startup cloud credits.
- Accelerator and program perks — Microsoft for Startups, Google for Startups, NVIDIA Inception and others bundle credits, discounts and support. Many vendor credits unlock only through a partner accelerator or VC.
- Grants — research-oriented grants (including from model providers like Anthropic) fund qualifying academic or scientific work with cash and API credits.
The full, dated list with eligibility and difficulty ratings is in the Perkstack catalog.
How to qualify for the big tiers
The largest credit packages almost always require one of:
- A partner referral — your VC or accelerator must be enrolled in the vendor's program.
- Recent founding (often within 5–10 years) and new-customer status.
- A live product and, for some, a minimum funding stage.
The practical move: claim the self-serve credits today (DigitalOcean, Oracle Cloud, Modal and others), then unlock the partner-gated six-figure tiers the moment you join an accelerator or raise.
Stacking without conflicts
You can usually combine credits across categories — cloud from one program, model credits from another, dev tools from a third. Watch for:
- Exclusivity clauses (some deals do not stack with each other).
- Expiry windows (most run 12 months).
- New-customer rules (claim before you start paying).
See free AI API credits and pair credits with the cheapest providers in the rankings.
Bottom line
Non-dilutive credits and grants can extend an AI startup's runway by months. Map them early. Create a free account to track every program, amount and deadline in one place.