CATEGORY DIRECTORY

AI startup credits for APIs, inference, and GPUs — Page 2

Compare AI startup credits for model APIs, inference, and GPU compute. Check eligible workloads, usage limits, expiry, and application requirements.

170listed routes
78provider-listed free
2026-09-03catalog last checked

Compare AI & ML credits, discounts, and routes.

Values are catalog snapshots. Open each offer to review its evidence boundary before relying on it. Showing 12 of 48 offers on this page, in catalog recommendation order; this is not an eligibility ranking.

OfferListed valueRoute typeCategory
LlamaCloud Startup ProgramLlamaIndex$2,000 creditsProvider routeAI
Phospho Startup ProgramPhospho$2,000 creditsProvider routeAI
QdrantQdrant$2,000Provider routeAI
Contextual AI Startup Perk (via Google Cloud Startup Perks)Contextual AI$1,500 creditsPartner routeAI
Murf Startup Incubator ProgramMurf AI$1,500 creditsProvider routeAI
MakeMake$1,188Provider routeAI
Mem0 Startup ProgramMem0$1,000Provider routeAI
MiroMiro$1,000Provider routeAI
Thesys Startup ProgramThesysUp to $1,000 creditsProvider routeAI
TypefaceTypeface$1,000Provider routeAI
Roboflow for StartupsRoboflow$948 creditsPartner routeAI
MakeFormsMakeForms$900Provider routeAI

Listed AI & ML offers

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LlamaIndex
Provider route

LlamaCloud Startup Program

Catalog snapshot$2,000 credits

Current terms not confirmed

LlamaIndex's current startup page promotes LlamaParse credits; the recorded LlamaCloud benefit is unconfirmed.

Full terms with membershipOriginal route protected
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Qdrant
Provider route

Qdrant

Catalog snapshot$2,000

Current terms confirmed

The Qdrant provider entry lists 20% off Qdrant Cloud for 12 months, plus technical advice and partner perks. The Qdrant for Startups entry repeats the discount; count it once.

Full terms with membershipOriginal route protected
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Make
Provider route

Make

Catalog snapshot$1,188

Current terms not confirmed

Make provides visual workflow automation for connecting apps. The recorded $1,188 value is not substantiated on the current product page.

Full terms with membershipOriginal route protected
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Miro
Provider route

Miro

Catalog snapshot$1,000

Some current terms confirmed

Miro’s current Startup Program lists $500 in direct credits or $1,000 through a global partner; the page does not state an expiry term.

Full terms with membershipOriginal route protected
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Thesys
Provider route

Thesys Startup Program

Catalog snapshotUp to $1,000 credits

Some current terms confirmed

Thesys for Startups lists up to $1,000 in credits and priority support for building AI interfaces.

Full terms with membershipOriginal route protected
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Typeface
Provider route

Typeface

Catalog snapshot$1,000

Current terms not confirmed

Typeface provides an enterprise AI content platform; the listed Microsoft Founders Hub offer is unconfirmed.

Full terms with membershipOriginal route protected
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Roboflow
Partner route

Roboflow for Startups

Catalog snapshot$948 credits

Some current terms confirmed

Roboflow's startup program includes one year of its Core plan, listed at $948, plus platform credits.

Full terms with membershipOriginal route protected
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MakeForms
Provider route

MakeForms

Catalog snapshot$900

Current terms not confirmed

MakeForms builds forms, e-signature and workflow tools. Its current pricing page lists paid plans and trials but does not confirm the $900 value in this listing.

Full terms with membershipOriginal route protected
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Okara
Provider route

Okara

Catalog snapshot$594

Current terms confirmed

Okara's free AI CMO plan includes website analysis, positioning work, and a 30-day marketing strategy.

Full terms with membershipOriginal route protected
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Lovable
Provider route

Lovable

Catalog snapshot$500

Current terms not confirmed

Lovable’s current partner page grants credits to solution partners; it does not confirm a $500 startup credit for portfolio companies.

Full terms with membershipOriginal route protected
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Replicate
Provider route

Replicate

Catalog snapshot$500

Current terms not confirmed

Replicate runs machine-learning models through an API. The $500 credit amount in this listing is unconfirmed; current pricing is usage-based.

Full terms with membershipOriginal route protected
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HookRadar
Provider route

HookRadar

Catalog snapshot$450

Current terms not confirmed

HookRadar offers ad-research tools for marketing teams. The recorded $450 offer value could not be verified against current published terms.

Full terms with membershipOriginal route protected
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Round Funded
Provider route

Round Funded

Catalog snapshot$400

Current terms not confirmed

Round Funded is a fundraising workspace with investor discovery and outreach tools. Its current page lists paid plans and a three-day trial; the catalog's free-value benefit is unconfirmed.

Full terms with membershipOriginal route protected
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VisibilityPro
Provider route

VisibilityPro

Catalog snapshot$400

Some current terms confirmed

VisibilityPro’s current self-serve AI visibility audit package is $350, not the recorded $400.

Full terms with membershipOriginal route protected
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MeetGeek
Provider route

MeetGeek

Catalog snapshot$350

Some current terms confirmed

MeetGeek’s current pricing page lists a 30% discount, not the 50% or $350 value in this older listing.

Full terms with membershipOriginal route protected
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Pinecone
Provider route

Pinecone

Catalog snapshot$300

Some current terms confirmed

Pinecone for Startups lists free Standard tier access and Pro Support, with additional usage credits and discounts whose amounts are not published.

Full terms with membershipOriginal route protected
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LLM API
Provider route

LLM API

Catalog snapshot$300

Some current terms confirmed

LLM API routes requests to models from multiple providers through one gateway; any trial credits are discretionary and unquantified.

Full terms with membershipOriginal route protected
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Reducto
Provider route

Reducto Free Credits

Catalog snapshot$225 credits

Some current terms confirmed

Reducto's Standard plan lists $150 in free usage; its FAQ also mentions 15,000 credits without stating a conversion.

Full terms with membershipOriginal route protected
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Nanonets
Provider route

Nanonets Free Credits

Catalog snapshot$200 credits

Some current terms confirmed

Nanonets’ current pricing page gives every new account $50 in free processing credits; the old $200 credit claim is outdated.

Full terms with membershipOriginal route protected
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Snippets AI
Provider route

Snippets AI

Catalog snapshot$200

Current terms not confirmed

Snippets AI is an AI prompt and snippet manager. The one-year free storage benefit in this listing is not confirmed.

Full terms with membershipOriginal route protected
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Admix
Provider route

Admix

Catalog snapshot$170

Current terms not confirmed

Admix lets users compare responses from multiple AI models in one chat interface.

Full terms with membershipOriginal route protected
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Intrascope
Provider route

Intrascope

Catalog snapshot$150

Current terms not confirmed

Intrascope is a shared AI workspace for company models, access and usage.

Full terms with membershipOriginal route protected
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Gladia
Provider route

Gladia Free Credits

Catalog snapshot€50 credits

Some current terms confirmed

New Gladia Free accounts receive a one-time €50 credit grant for speech-to-text API use, with no monthly reset.

Full terms with membershipOriginal route protected
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Ultralytics
Provider route

Ultralytics Platform Free Plan

Catalog snapshot$25 credits

Some current terms confirmed

Ultralytics Free is a $0/month platform plan with a one-time signup credit; the amount varies, so the listed $25 is not universal.

Full terms with membershipOriginal route protected
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Exa
Provider route

Exa Free Tier

Catalog snapshot$20 credits

Some current terms confirmed

Exa’s free plan includes $10 in monthly credits and a separate $10 onboarding bonus.

Full terms with membershipOriginal route protected
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Landing AI
Provider route

Landing AI Explore Plan

Catalog snapshot$10 credits

Some current terms confirmed

LandingAI’s Explore plan includes 1,000 free credits for evaluating Agentic Document Extraction in the Playground.

Full terms with membershipOriginal route protected
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llmapi.ai
Provider route

llmapi.ai

Catalog snapshot$10

Current terms not confirmed

LLM API provides OpenAI-model access through an API; the recorded $10 credit is unconfirmed.

Full terms with membershipOriginal route protected
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CAMB.AI
Provider route

CAMB.AI Startup Program

Catalog snapshot33M characters in Speech AI credits

Some current terms confirmed

CAMB.AI's Startup Program offers up to 33 million Speech AI characters and access to its engineering team.

Full terms with membershipOriginal route protected
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Shotstack
Provider route

Shotstack for Startups

Catalog snapshot80% off

Some current terms confirmed

Shotstack for Startups lists 80% off Professional for one year. The separate Startup Program entry records the same subscription discount; compare Shotstack routes and count it once.

Full terms with membershipOriginal route protected
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Weights & Biases
Partner route

Weights & Biases for Startups

Catalog snapshot50% off

Current terms not confirmed

Weights & Biases provides experiment tracking and Weave tools for AI development. The startup 50% Pro discount and Weave trial in this listing are unconfirmed on current pricing pages.

Full terms with membershipOriginal route protected
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Cohere
Provider route

Cohere

Catalog snapshot25% off

Current terms not confirmed

Cohere provides enterprise language models and retrieval tools; startup discounts are unconfirmed.

Full terms with membershipOriginal route protected
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Granola
Provider route

Granola

Catalog snapshot1 year free

Some current terms confirmed

Granola’s startup page lists one year of Granola Business at no cost.

Full terms with membershipOriginal route protected
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Stability AI
Provider route

Stability AI Community License

Catalog snapshotFree

Some current terms confirmed

Stability AI’s Community License permits research, non-commercial and commercial use of listed Core Models. It is free for individuals and organizations below $1 million in annual revenue.

Full terms with membershipOriginal route protected
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YouCam
Provider route

YouCam

Catalog snapshotFree

Current terms not confirmed

YouCam’s listed startup offer could not be verified from readable current public terms.

Full terms with membershipOriginal route protected
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OpenAI
Provider route

OpenAI

Catalog snapshot$100

Some current terms confirmed

OpenAI Codex for Students lists $100 in ChatGPT usage credits for Codex; credits expire after 12 months.

Full terms with membershipOriginal route protected
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Anthropic
Provider route

Anthropic

Catalog snapshot$25,000+

Some current terms confirmed

Anthropic's AI for Science program supports scientific research with API credits; the published rules set no fixed amount.

Full terms with membershipOriginal route protected
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AWS
Provider route

AWS Trainium

Catalog snapshot$300,000

Current terms not confirmed

The record concerns AWS Trainium, but current AWS startup-credit terms do not confirm a Trainium-specific $300,000 benefit.

Full terms with membershipOriginal route protected
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Google Cloud
Provider route

Gemini (via program)

Catalog snapshot$10,000

Current terms not confirmed

Google startup credits can cover Gemini use on Google Cloud; the listed $10,000 Gemini API grant remains unconfirmed.

Full terms with membershipOriginal route protected
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AI21 Labs
Provider route

AI21 Labs

Catalog snapshot$10,000

Current terms not confirmed

AI21 Labs develops foundation models for enterprise applications. The recorded $10,000 direct startup-credit amount is unconfirmed.

Full terms with membershipOriginal route protected
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Weights & Biases
Provider route

Weights & Biases

Catalog snapshot50% off

Current terms not confirmed

Microsoft’s October 2023 partner article listed 50% off Weights & Biases Teams for 12 months, up to 10 seats. Current availability of that partner offer is unconfirmed.

Full terms with membershipOriginal route protected
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Compare the route, not just the headline.

AI programs often advertise a large maximum while leaving eligibility, approval, and expiry to the provider. Use this directory to compare the route and the evidence before opening an application.

  1. Check the value.See the captured value and the type of access route.
  2. Read the condition.Look for application, account, partner, or usage limits.
  3. Confirm with the source.The provider decides eligibility, approval, and expiry.

Choose AI startup credits by workload, not headline value.

AI programs can cover model APIs, inference, GPU compute, audio, image, or data tooling. Match the benefit to the workload you will actually run.

Eligible usage

Confirm which models, APIs, regions, and compute products consume the credit.

Expiry and rate limits

Check when the balance expires and whether production throughput is supported.

Post-credit cost

Estimate normal inference or subscription pricing before integrating deeply.

Questions about these offers

Which AI & ML offers are listed?

This directory includes 170 recorded offers: OpenAI; Claude (via program); AWS Generative AI; and more. Open a listing to compare its benefit and access route.

Who can use these AI & ML offers?

Eligibility varies by listing. A free plan, startup program, open-source benefit, and partner discount may have different requirements. Check the specific offer for account, team, and partner conditions before applying.

Does Startup Perk List approve applications?

No. The provider or program operator controls eligibility, approval, and availability. Each listing identifies its route type; member access includes the recorded source link and detailed conditions. Membership does not guarantee a benefit.

These guides explain source kinds, freshness, and practical comparisons. They do not replace provider terms.