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  3. OpenAI Startup Credits
OpenAI

OpenAI Startup Credits

OpenAI API credits distributed via accelerator and VC partners

Verified April 1, 2026
CreditsAI & MLPre-seedSeed
What you get

OpenAI API credits (amount varies by program)

Best for
Pre-seed, Seed
Available in
Global
Program type
Credits
Last verified
Apr 1, 2026
Apply on OpenAI

About this program

OpenAI distributes API credits to startups mainly through its accelerator and VC partner network. Credits can be applied to API usage across OpenAI models including GPT-4 and embeddings. Direct programs exist for qualifying startups but are distribution-limited.

What you get

  • OpenAI API credits (amount varies by program)
  • 12-month window to apply benefits
  • Offer type: Credits

Eligibility

Early-stage startups building AI products; access typically tied to an accelerator or VC partner relationship.

Stage
Pre-seed, Seed
Region
Global
Incorporation required
Yes

How to apply

  1. 1Confirm whether your accelerator, incubator, or lead investor has an OpenAI credit partnership.
  2. 2Request an allocation via your partner organization.
  3. 3Credits are applied to your OpenAI organization billing.

Frequently asked questions

Can I apply for OpenAI credits directly?

Direct access is limited. Most startups obtain credits through participating accelerators or VCs.

What models are covered?

Credits apply to OpenAI API usage including GPT-4 family and embeddings per program terms.

How do I find participating accelerators?

Check with your current accelerator or investor first. Program specifics vary by partner.

Official page
OpenAI
openai.com
Go to OpenAI

You'll be redirected to OpenAI to apply. FounderDeals never handles applications.

Sources

We link to public pages from OpenAI. Details may change. Always confirm on the official page.

  • openai.com
Benefit
OpenAI API credits (amount varies by program)
Apply on OpenAI

Redirects to the official OpenAI page. We never intermediate applications.

Alternatives to OpenAI Startup Credits

Other ai & ml programs founders weigh against OpenAI. Each links out to the provider's official page.

Anthropic

Claude for Startups

Anthropic offers Claude API credits and partner programs to startups, typically delivered through accelerator partners and direct founder programs.

Benefit
Claude API credits (amount varies by program)
Eligibility
Typically for pre-seed to Series A startups building AI products; eligibility often tied to accelerator or VC partnership.
Credits
AI & ML·Pre-seed, Seed
Verified Apr 8, 2026
Hugging Face
Hugging Face

Hugging Face for Startups

Hugging Face extends platform credits to qualifying startups through partnership programs, covering Inference Endpoints, Spaces, and private Enterprise Hub features. The program is often routed through accelerators and selected cloud partners.

Benefit
Credits for Inference Endpoints, Spaces, and private model hosting
Eligibility
Early-stage startups building on open-source models or using Hugging Face as AI infrastructure. Most program entry points run through accelerator or cloud partners, though direct applications are reviewed for qualifying teams.
Credits
AI & ML·Pre-seed, Seed
Verified Apr 19, 2026
Weights & Biases

Weights & Biases for Startups

Weights & Biases for Startups provides platform credits across W&B's experiment tracking (Models), LLM observability and evaluation (Weave), Reports, and model registry for eligible AI-native early-stage teams. Benefits are routed through accelerators, incubators, and VC partnerships, with credit allocations and product coverage depending on the partner track.

Benefit
Platform credits for experiment tracking, LLM evaluation, and model registry
Eligibility
Early-stage AI-native startups building on open or closed-weight models, from classical ML pipelines to LLM application development. Most entry points run through accelerator, incubator, or VC partnerships, though W&B's free personal plan is available to any team for small-scale use.
Credits
AI & ML·Pre-seed, Seed
Verified Apr 20, 2026
Apply on OpenAI