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Baseten vs Fireworks AI: startup credits compared

Side-by-side amounts, eligibility and access paths, both verified against the official program pages.

At a glance

FactBasetenFireworks AI
ValueUp to $25,000 (Dedicated Deployments/Training) + up to $2,500 (Model APIs)Build credits + higher rate limits (amount not published)
TypeCreditsCredits
Duration6 monthsNot stated
StagesSeed, Series APre-seed, Seed, Series A, Series B+
RegionsGlobalGlobal
Max funding raisedNot statedNot stated
Max company age5 yearsNot stated
Ways to get it
  • Apply directly — Up to $25,000 + up to $2,500 Model API credits
  • Apply directly — Build credits, rate-limit increases, applied AI engineer access
  • AWS Generative AI Innovation Center — Funded proof-of-concept and hands-on support
Requirements
  • Seed to Series A
  • Founded less than 5 years ago
  • AI-first, VC-funded startup
  • Net-new Baseten customer
  • Startup building on the Fireworks inference platform
Not eligible
  • Companies that previously received Baseten credits
  • Domains subscribed to a paid Baseten plan within 31 days of applying
  • Companies that have IPO'd or been acquired, educational institutions, government entities, nonprofits
  • Personal blogs or content sites, dev shops, consultancies and agencies
None stated
VerificationVerified· Nov 3, 2026Partially verified· Nov 3, 2026

Which should you pick?

The two programs are not directly comparable on dollar value. Fireworks AI accepts a wider range of funding stages, while Baseten is more targeted. Note that only Baseten is fully verified against its official page; double-check the other before relying on it. If you qualify for both, there is usually no reason not to apply to both; the programs are independent.