Free AI and cloud credits for startups (2026): AWS, Google, Microsoft, Anthropic, Cloudflare and more

You can get free AI and cloud credits as a startup in 2026, but how much depends mostly on whether you have investors. Bootstrapped founders can usually get US$1,000 to US$10,000 from the big clouds, while the US$100,000 to US$350,000 headlines are for startups backed by an accelerator, VC or partner. The other catch is where the credits work: cloud credits often don't pay for the AI model you actually want to use.

Every figure below comes from the programme's own page, checked on 28 October 2026. Most perk lists online repeat old numbers from aggregators, and an AI search answer we checked on 27 October 2026 said Anthropic has no startup programme, which isn't right.

The programmes at a glance (checked 28 Oct 2026)

We couldn't read OpenAI's startup page (openai.com blocks automated reads) or DigitalOcean's (it didn't render for us), so they're not in the table. Check both directly before you rule them out.

If you're bootstrapped: what you can realistically get

Start with the programmes that don't ask about funding:

1. Cloudflare Tier 3, US$10,000. The largest no-investor amount in this list. Its FAQ says Workers AI is covered "up to a $2,500 cap for Tier 3", so most of the credit goes on hosting, storage and networking rather than models. The same page also says startups must be "funded up to Series B, with that funding received within the last 12 months", which sits oddly next to a tier for self-funded companies, so read the terms before you count on it.
2. AWS Activate Founders, US$1,000 to US$5,000. You need an AWS account on a paid tier plan and must be new to Activate credits.
3. NVIDIA Inception. "Inception is free. The program doesn't have application fees, membership fees, or equity requirements." It's a route to partner cloud credits and preferred pricing rather than a fixed credit amount.
4. ElevenLabs Grants, if you're building with voice. The grant converts to a free plan when the 12 months end or when you have 10,000 credits left.
5. Google's Start tier, US$2,000, but only if you're founded in the past 2 years and plan to seek venture funding soon. Google says other applicants are pointed to its US$300 free trial or AI Studio.

Stacking these gives a bootstrapped AI startup a few months of runway on infrastructure. It rarely covers a year of heavy model usage, so price your product as if you're paying for the model from day one. Our guide to pricing an AI product has the maths.

The catch: credits don't always cover your model

This is where most founders get caught out.

• Anthropic's credits are first-party only. Its page says the credits work in the Claude Console and "can't be used on AWS, Google Cloud, Azure, or other third-party platforms".
• Microsoft's credits don't cover third-party models. Its startup credits guide, updated 22 October 2026, says "Models sold directly by Azure and billed through your Azure subscription are covered with your startup credits. Models from third-party providers (including Anthropic) and partners via Microsoft Marketplace aren't covered." It says Fireworks models on Foundry are covered because they're billed through Azure, and GitHub usage only counts once you connect your Azure subscription as a GitHub payment method.
• Cloudflare caps model usage inside each tier (US$2,500, US$10,000 and US$50,000 for Workers AI on Tiers 3, 2 and 1).
• AWS's page doesn't say which Bedrock models its credits cover. It points to the AWS Promotional Credit Terms, so check those before you build on a specific model.

The practical rule: decide which model your product needs first, then pick credits that pay for that model, not the other way round.

If you have investors or an accelerator

The big tiers run through partners:

• AWS Activate Portfolio, up to US$200,000, needs an Org ID from an Activate Provider such as an accelerator, angel investor or VC firm.
• Google's funded tiers, US$200,000 to US$350,000 over two years, need verifiable pre-seed to Series A funding. For AI startups, Google lists year 1 at "100% up to $250,000 USD" and year 2 at "20% up to an additional $100,000 USD" in credits.
• Anthropic: "If your VC is in Anthropic's partner network, you may be eligible to receive up to $100K in additional API credits, claimed through your VC."
• Cloudflare Tiers 1 and 2 need backing by an affiliated partner (US$100,000 under US$5M raised, US$350,000 at US$5M and above).

Ask your investor or accelerator which provider codes they hold before you apply directly, because applying on your own can lock you into the smaller tier.

Common mistakes

• Building around a model your credits don't cover. Check where each credit can be spent before you commit to a stack.
• Treating credits as revenue. They end. Microsoft says your subscription moves to pay-as-you-go when they run out.
• Applying direct when a partner code exists. Accelerators and VCs often unlock bigger tiers.
• Missing the age limits. AWS, Cloudflare and NVIDIA say 10 years; Google's Start tier says 2.
• Letting test resources burn credits. Idle servers and forgotten clusters eat credits quietly. Set budget alerts on day one.

Checklist

1. Write down the model and cloud your product actually needs.
2. Apply to the no-investor programmes first: Cloudflare Tier 3, AWS Activate Founders, NVIDIA Inception, and ElevenLabs if you use voice.
3. If you have an investor or accelerator, ask which provider codes they hold.
4. Read each programme's terms for which services and models the credits cover.
5. Set budget alerts at 50%, 80% and 100% of your expected credit burn.
6. Work out your cost per customer while the credits last, so the switch to paid doesn't surprise you.
7. Recheck the pages every quarter: amounts, tiers and open or closed status change.

Where to go next

Our perks page lists startup credits and discounts, each with who qualifies and how to apply. If you'd like to swap notes with other founders on which credits paid out, you can join Remote Builders: it's free, and you're in straight away.