AWS credits for generative AI startups: what exists, who files it, and what it buys.
There is no single AWS GenAI credit. You apply for Activate yourself. AWS Credits for AI Startups is invite only. The Generative AI Accelerator is a selective AWS program. For a Bedrock test or a new AI feature, a vetted AWS partner can file POC or incremental workload (IW) funding.
- There is no single "AWS GenAI credit". There are separate routes, and who files each one matters.
- You apply for AWS Activate yourself: Founders is $1,000 to start, up to $5,000, and Portfolio is up to $200,000 with your Activate Provider's Org ID. AWS Credits for AI Startups is $200,000 or more, by invitation, through your AWS account manager.
- For a Bedrock test, a vetted AWS partner can file POC funding. If you already run on AWS and are launching a new AI feature, the partner can file incremental workload (IW) funding. For startups: $50K to $150K. Depends on the workload; AWS approves.
IThe AWS funding routes for a generative AI startup
Six routes, two kinds: the ones you apply for or are invited to, and the ones a partner files for a real project.
- AWS Activate Founders: $1,000 to start, up to $5,000. Apply yourself at aws.amazon.com/startups/credits. No investor, accelerator or partner needed.
- AWS Activate Portfolio: up to $200,000. Apply yourself with the Org ID (or an invite) from your AWS Activate Provider. Apply within 12 months of your latest funding date. A consulting partner cannot file it.
- AWS Credits for AI Startups: $200,000 or more, by invitation. Invite only. Talk with your AWS account manager. There is no open application.
- AWS Generative AI Accelerator: The AWS Generative AI Accelerator gave its 2025 cohort of 40 startups up to $1 million each in AWS credits. AWS selects the startups; no partner files it. No 2026 cohort page was live when we checked on 10 October 2026.
- POC funding (partner files): For a defined test, for example a Bedrock feature, whether or not you run on AWS today. The test must qualify and AWS approves it.
- IW funding (partner files): For new work on AWS when you already run there: a new AI feature, a new customer or a new contract. The workload must qualify and AWS approves it.
If the product runs somewhere else today and you want to move it to AWS, MAP (Migration Acceleration Program) funding fits instead. For startups, the partner routes are $50K to $150K. Depends on the workload; AWS approves.
| Funding | Who files it | Amount | When it fits |
|---|---|---|---|
| Migration Acceleration Program (MAP) | Your matched AWS partner | $50K to $150K for startups. Depends on the workload; AWS approves. | You are not on AWS yet and want to migrate. |
| Proof of concept (POC) funding | Your matched AWS partner | $50K to $150K for startups. Depends on the workload; AWS approves. | You want to test something, whether or not you are on AWS today. |
| Incremental workload (IW) funding | Your matched AWS partner | $50K to $150K for startups. Depends on the workload; AWS approves. | You are already on AWS and are launching new work: a new AI feature, a new customer or a new contract. |
| AWS Activate Founders | Founder applies | $1,000 to start, up to $5,000 | Self-funded startups with no investor or accelerator behind them. |
| AWS Activate Portfolio | Founder applies | up to $200,000 | Startups backed by a VC firm, accelerator or angel investor that is an AWS Activate Provider. |
| AWS Credits for AI Startups | Invite only (AWS account manager) | $200,000 or more, by invitation | AI startups ready to scale after Activate Portfolio, invited by AWS. |
IIDo AWS credits pay for models on Amazon Bedrock?
AWS says yes for Activate credits, including third-party models.
AWS says Activate credits can be used for third-party models on Amazon Bedrock, such as models from Anthropic, Meta and Mistral AI (AWS post; AWS Activate credits guide).
Credits from a model provider's own startup program are a different matter. Anthropic's startup credits, for example, do not apply to Claude on Bedrock. See Claude for Startups for what that program covers.
IIIWhat a credit dollar buys in generative AI
Size any funding ask from a realistic projection. A partner scoping a POC will ask for one.
- Model choice drives everything: Bedrock bills inference per token, with separate input and output prices, and prices vary widely by model. The same balance goes several times further on a small model than on a frontier one. Check current prices on the Amazon Bedrock pricing page.
- Caching and batch change the math: Prompt caching cuts the cost of repeated prompt prefixes on cache hits. AWS prices batch inference 50% lower than on-demand for select models. Build both into the projection.
- Training is billed by the hour: Fine-tuning and training run on instances or accelerators (for example SageMaker or Trainium) billed by time. Size the ask from hours per run and how often you run.
- Show your work: Name the model, the expected traffic, and the input and output token mix. A clear projection is easier for a partner to scope and for AWS to assess.
How a match works (example)
- You tell us about the work
You fill in a short form: what you run today, what you want to move, test or build, your stage and your region.
- We pick one partner
We read your answers and pick one vetted AWS consulting partner that fits the work, the stack and the region. We reply within 24 hours; your matched partner reaches out within 5 business days.
- The partner checks POC funding
Your matched partner scopes the test with you. Then it checks whether the test qualifies for POC (proof of concept) funding. A POC can fit whether or not you run on AWS today.
- The partner files, AWS decides
If the work qualifies, the partner files the funding request with AWS. AWS reviews it and decides. The amount depends on the workload.
- You pay nothing
CloudRoute is free for startups. Partners pay CloudRoute a monthly membership plus 10% of AWS-approved funding.
AWS Activate credits are separate, and you apply for them yourself. Use Activate Founders if no investor backs you. Use Activate Portfolio with the Org ID or invite from your VC, accelerator, incubator or angel group if it is an Activate Provider. A consulting partner cannot apply for Activate on your behalf.
Common questions
Is there a single AWS credit for generative AI?
Can a partner get me AWS Credits for AI Startups?
What can a partner file for a GenAI startup?
Do AWS Activate credits pay for Claude on Bedrock?
Is the AWS Generative AI Accelerator open now?
Get AWS funding for your next AI feature
A vetted AWS partner can scope your Bedrock test or new AI workload and check POC or IW funding for it: $50K to $150K for startups. Depends on the workload; AWS approves. We reply within 24 hours; your matched partner reaches out within 5 business days.