AI infrastructure & compute startup programs

Every entry lists the benefit, eligibility, application route, and source.

26 programs

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Up to $216,000 in credits with Vercel AI Accelerator cohort

Vercel · verified · Checked Oct 20, 2026

Listed benefit$216,000 USD

AI-native startup; selective cohort application; no partner required but competitive; apply at vercel.com/ai-accelerator; teams building AI-powered web applications on Vercel

The Vercel AI Accelerator is a selective cohort program for AI startups, providing $216,000 in Vercel hosting credits plus access to $8M+ in AI partner credits.

DigitalOcean: 12 months of DigitalOcean credits; amount varies

DigitalOcean · verified · Checked Oct 11, 2026

Listed benefit12 months of DigitalOcean credits; amount varies

Funding must not exceed $10M. Requires a company site, matching business email and DigitalOcean team account with valid card. Service agencies and consultancies are excluded; AI-native startups are prioritized.

The current DigitalOcean Startups program offers twelve months of cloud credits and fifteen months of Standard support. GPU credit packages are available to selected applicants.

DeepInfra: One billion tokens valued at DeepSeek V3.1 prices

DeepInfra · verified · Checked Sep 6, 2026

Listed benefitOne billion tokens valued at DeepSeek V3.1 prices

Startup must have raised between $250,000 and $10M and have been founded within the last two years. Award is subject to application.

DeepStart advertises one billion free tokens calculated at DeepSeek V3.1 prices. This is a model-price-based allowance, not a guarantee of a billion tokens on every model.

Modal: Modal startup credits; amount determined on approval

Modal · verified · Checked Oct 2, 2026

Listed benefitModal startup credits; amount determined on approval

New customers at Seed or Series A with qualifying partner VC funding or more than $1M from other venture investors. Later-stage scaling teams have a separate partner-VC route.

Modal offers selected startups service credits and technical support. The current public page does not advertise a universal $25,000 award or common validity period. Review the approved allocation and service scope before using paid compute.

Together: Up to $15,000, $30,000 or $50,000 in AI credits

Together · verified · Checked Oct 11, 2026

Listed benefitUp to $15,000, $30,000 or $50,000 in AI credits

Apply with company, funding and product information. Together selects participants and determines the applicable tier; advertised maxima do not guarantee an award.

Together’s Startup Accelerator scales credits with funding: $15,000 for teams with up to $5M raised, $30,000 for $5M–$10M and $50,000 above $10M. The program includes three, six or ten hours of engineering support. Reserved GPU clusters are excluded; a universal credit expiration is not published.

Vercel: Up to $30,000 in Flexible Commitment Amount

Vercel · verified · Checked Oct 21, 2026

Listed benefitUp to $30,000 in Flexible Commitment Amount

Apply through the startup team's official form. Award size, qualification and term depend on Vercel review; the public page does not publish universal thresholds.

Vercel's program offers up to $30,000 in Flexible Commitment Amount with Enterprise-tier access and startup support.

Listed benefitScale: up to $200,000; AI-first: up to $350,000 over two years

Scale requires eligible institutional/Web3 funding from pre-seed through Series A, incorporation within five years, and no more than $5,000 in previous credits. Start requires an eligible pre-funded product company founded within 24 months and no credits beyond the free trial.

Standard Scale covers year-one usage up to $100,000 and 20% of year-two spend up to another $100,000. AI-first awards raise year-one coverage to $250,000. The separate pre-funded Start tier offers $2,000 for twelve months. Third-party models are excluded.

Startup program — Starter

RunPod · verified · Checked Oct 11, 2026

Listed benefit$1,000 credits

Earlier-stage startups with working AI products and near-term GPU needs, typically pre-Series A. Venture backing is strongly preferred and acceptance is selective. Primarily for new customers; existing customers are reviewed case by case.

Get $1,000 in free credits for Pods, Serverless, Clusters, public endpoints, or storage, with full platform access and self-serve onboarding.

Startup program — Growth

RunPod · verified · Checked Oct 9, 2026

Listed benefit$25,000 bonus credits

Venture-backed AI startups with production workloads and immediate GPU needs, typically Seed to Series B+. Best fit: teams spending or ready to spend $5,000–$25,000+ per month on GPU infrastructure. RunPod approval is required.

Commit $50,000 upfront and receive a one-time $25,000 credit bonus, for $75,000 total credits under a 12-month agreement. Includes a dedicated onboarding call.

NVIDIA: Free Inception membership and selected partner benefits

NVIDIA · verified · Checked Oct 11, 2026

Listed benefitFree Inception membership and selected partner benefits

Incorporated technology company less than ten years old, a working website and at least one developer. Venture funding is not required; NVIDIA reviews the application.

NVIDIA Inception has no application fee or equity requirement. Members can access training, technical resources, preferred hardware pricing and selected partner benefits. Cloud credits depend on the partner; there is no guaranteed universal credit balance.

Free GPU compute credits with Cerebras for Startups

Cerebras · verified · Checked Oct 11, 2026

Listed benefit$22,500 USD

Direct apply at cerebras.ai/startups; no partner required

Cerebras for Startups gives qualifying AI-focused early-stage companies up to $22500 in Cerebras compute credits; priority access to new AI models; and technical and marketing support — the fastest AI inference platform powered by the Wafer Scale Engine.

Amazon Web Services (AWS): Founders up to $5,000; Portfolio up to $200,000 in AWS credits

Amazon Web Services (AWS) · verified · Checked Oct 2, 2026

Listed benefitFounders up to $5,000; Portfolio up to $200,000 in AWS credits

Requires a startup website/profile, incorporation within ten years, a paid-tier AWS account and eligibility based on prior awards. Portfolio applicants must be pre-Series B and provide an Activate Provider Org ID.

Self-funded founders start with $1,000 and selected participants may receive up to $5,000. The Portfolio tier offers up to $200,000. Invitation-only AI awards are separate.

Databricks: Up to $200,000 combined Databricks and Neon credits

Databricks · verified · Checked Oct 11, 2026

Listed benefitUp to $200,000 combined Databricks and Neon credits

Higher-credit route: at least $1M in venture funding or a recognized accelerator. Self-funded teams with less than $1M raised can apply for Neon’s smaller up-to-$1,000 route. Existing customers may apply, subject to program review.

The current joint startup program provides eligible teams with a shared credit package across Databricks and Neon for twelve months. The $200,000 maximum is a combined allowance, not two independent awards. Technical help and ecosystem introductions are separate program benefits.

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