Search The Internet's Best AI Software and Compute Grants and Credits

> grep -r "ai_startup_credits" /dev/ai_ecosystem
$50M+ in potential credits for your AI startup
Cloud Infrastructure
Google Cloud for Startups favicon

Google Cloud for Startups

$2,000 - $350,000

Up to $350,000 in credits over 2 years specifically for AI-first startups

Cloud Infrastructure
Microsoft Azure favicon

Microsoft Azure

$5,000 - $150,000

Access cutting-edge AI models and developer tools to build faster on Azure, backed by Microsoft

Cloud Infrastructure
AWS Activate favicon

AWS Activate

$1,350 - $100,000

Up to $100,000 in AWS credits, with Generative AI Accelerator offering up to $1M

Cloud Infrastructure
NVIDIA Inception favicon

NVIDIA Inception

Free tier + discounts

GPU discounts, DGX access, and technical support for AI startups

Cloud Infrastructure
IBM Startup with IBM favicon

IBM Startup with IBM

$1200 - $120,000

IBM Cloud + watsonx credits

Cloud Infrastructure
Oracle for Startups favicon

Oracle for Startups

Free tier + discounts

Up to $500,000 in Oracle Cloud credits for eligible startups

Add Your AI/Software Credit Program

Help the community discover your grants and credits program. Join leading AI companies already listed in our database.

Cloud Infrastructure
DigitalOcean Hatch favicon

DigitalOcean Hatch

$500 - $100,000

Up to $100,000 in credits for early-stage startups

Cloud Infrastructure
Linode Rise favicon

Linode Rise

$10,000

$10,000 in credits for cloud infrastructure and compute resources

Cloud Infrastructure
Alibaba Cloud Startup favicon

Alibaba Cloud Startup

$1,000 - $59,000

Up to $59,000 in credits with Create@ program for various startup stages

Cloud Infrastructure
Vultr favicon

Vultr

$500 - $100,000

$100k + long term discounts

Cloud Infrastructure
Intel Liftoff favicon

Intel Liftoff

DevCloud access

Free compute time on Intel DevCloud for AI workloads

Cloud Infrastructure
OVHcloud Startup Program favicon

OVHcloud Startup Program

Up to €100,000

Up to €100,000 for European startups with minimal egress fees and transparent pricing

Cloud Infrastructure
Scaleway Startup Program favicon

Scaleway Startup Program

Up to €36,000

Cloud + GPU credits for 12 months

Cloud Infrastructure
Gcore for Startups favicon

Gcore for Startups

€1,000 - €25,000

Cloud infrastructure credits for startups

Cloud Infrastructure
Tencent Cloud Startup Program favicon

Tencent Cloud Startup Program

$2,500

Credits + tech support

Cloud Infrastructure
Huawei Cloud Startup Program favicon

Huawei Cloud Startup Program

Up to $150,000

Credits for compute/AI stacks

AI/ML Platforms
OpenAI Startups favicon

OpenAI Startups

2,500

Investment and API credits for AI-first companies

AI/ML Platforms
Anthropic Claude Credits favicon

Anthropic Claude Credits

$25,000

API credits for Claude AI model usage

AI/ML Platforms
HuggingFace ZeroGPU favicon

HuggingFace ZeroGPU

Free GPU

Credits for Hugging Face Hub, Spaces, and Inference Endpoints

AI/ML Platforms
Cohere Startup Program favicon

Cohere Startup Program

25% Discount

API credits for natural language processing models

AI/ML Platforms
OpenAI Researcher Access favicon

OpenAI Researcher Access

$1,000

Up to $1,000 in API credits for qualifying researchers and academic institutions

AI/ML Platforms
OpenAI GPT-5 Bio Bug Bounty favicon

OpenAI GPT-5 Bio Bug Bounty

$10,000 - $25,000

Bug bounty program for identifying security vulnerabilities in GPT-5 bio/chem safety

AI/ML Platforms
Lambda Labs Research favicon

Lambda Labs Research

Up to $5,000

$5,000 in GPU cloud credits for qualifying researchers

AI/ML Platforms
RunPod GPU Grants favicon

RunPod GPU Grants

1,000 H100 hours

1,000 H100 GPU hours with per-second billing for AI startups

AI/ML Platforms
Together AI Research Program favicon

Together AI Research Program

A few hundred dollars

Model inference credits for AI applications with startup program

AI/ML Platforms
Modal Labs Startup Program favicon

Modal Labs Startup Program

$500 - $50,000

Up to $50,000 in compute for serverless platform designed for AI workloads

AI/ML Platforms
Scale AI Free Tier favicon

Scale AI Free Tier

1,000 labeling units

1,000 labeling units and upload/curate 10,000 images

AI/ML Platforms
Roboflow Startup favicon

Roboflow Startup

$3,588 Growth Plan

Full feature access, 1800 platform credits, 50 projects, 20 seats, and priority support

AI/ML Platforms
Comet ML Free favicon

Comet ML Free

Free tier

25k spans per month, LLM tracing, Datasets and experiments, and LLM-as-a-judge metrics

AI/ML Platforms
Databricks Platform favicon

Databricks Platform

Up to $50,000

Build data-driven applications on the lakehouse - the data platform that scales to all your data needs

AI/ML Platforms
Kaggle GPU Access favicon

Kaggle GPU Access

30 hours/week GPU

free access to NVIDIA TESLA P100 GPUs

AI/ML Platforms
Anthropic Research Access Program favicon

Anthropic Research Access Program

$1,000

To support and lower the barrier to entry for researchers working on AI safety and alignment topics

AI/ML Platforms
Meta Llama favicon

Meta Llama

Up to $36,000

Llama crowd credits for US based AI companies.

AI/ML Platforms
Meta Llama Impact Accelerator favicon

Meta Llama Impact Accelerator

$10,000-$25,000

For startups based in Nigeria, Kenya, Senegal, or South Africa that are building impactful solutions using Llama

AI/ML Platforms
Stability AI Research favicon

Stability AI Research

Research partnerships

Compute partnerships and research collaboration for AI model development

AI/ML Platforms
Mistral AI Research favicon

Mistral AI Research

$30,000

Mistral AI has recently launched our very first Startup Program — the Mistralship!

AI/ML Platforms
Strong Compute Research Grant favicon

Strong Compute Research Grant

$2.5k-$25k

You/your team is solving for useful, trustworthy AI. You need GPU.

AI/ML Platforms
Nebius AI Cloud favicon

Nebius AI Cloud

$5,000-$100,000

AI infrastructure designed to scale your AI workloads

AI/ML Platforms
Thesys favicon

Thesys

$1,000

Helping early stage teams bring Generative UIs to life.

AI/ML Platforms
Bytez favicon

Bytez

$200,000

Free Inference credits can apply to 150,000 open and closed source AI models

AI/ML Platforms
Groq for Startups favicon

Groq for Startups

$10,000

LPU™ inference credits for AI apps

AI/ML Platforms
Perplexity for Startups favicon

Perplexity for Startups

API + seats (e.g., $5k Sonar API Credits + 6 mo Enterprise Pro)

Research/API credits and team seats

AI/ML Platforms
Groq × Vercel OSS Starter Pack favicon

Groq × Vercel OSS Starter Pack

$1,000

OSS-focused inference credit bundle

AI/ML Platforms
Cerebras Cloud for Startups favicon

Cerebras Cloud for Startups

Up to $50,000

Wafer-Scale Engine training/inference credits (Supernova program)

AI/ML Platforms
ElevenLabs Startup Grants favicon

ElevenLabs Startup Grants

Up to $4,000

Build intelligent, real-time conversational AI agents into your new product or startup for free with an ElevenLabs Grant

AI/ML Platforms
Vapi for Startups favicon

Vapi for Startups

90,000 Free Minutes

Unlock 90,000 free minutes, dedicated Slack support, priority feature access, and an exclusive community

AI/ML Platforms
fal Research Grants favicon

fal Research Grants

Up to $3,000

Open to anyone passionate about advancing AI through open source projects

Dev Tooling
GitHub for Startups favicon

GitHub for Startups

20 Enterprise Seats for 1 Year

Free GitHub Enterprise, Advanced Security, and priority support.

Dev Tooling
Vercel Pro Plan favicon

Vercel Pro Plan

$30,000

Get Free Vercel Pro for Startups. Up to $30,000 in credits toward our platform

Dev Tooling
Stripe Atlas favicon

Stripe Atlas

$5,000

Waived processing fees and startup incorporation support

Dev Tooling
Retool favicon

Retool

Up to $60,000

Get Retool for free for a year to automate manual tasks with custom internal tools and build customer portals

Dev Tooling
Gumlet favicon

Gumlet

50% Discount for 1 Year

Full access to Gumlet video, video insights, and Image optimization

Dev Tooling
Confluent favicon

Confluent

$20,000

Utilize free product credits along with expert technical help to deploy the power of Apache Kafka® and Apache Flink®

Dev Tooling
Vercel AI Accelerator (No Equity) favicon

Vercel AI Accelerator (No Equity)

Up to $122,000

AI infra & platform credits bundle (multi-partner)

Dev Tooling
Cursor for Students favicon

Cursor for Students

1 year free ($240 value)

Verified university students get one year of free Cursor Pro

Dev Tooling
Daytona Startup Grid favicon

Daytona Startup Grid

$10,000 - $50,000

Daytona is always committed to supercharging startups

Competitions
MassChallenge Global favicon

MassChallenge Global

CHF 500,000+ total prizes

CHF 500,000+ in non-dilutive cash prizes across all startups through zero-equity programs

Government Grants
NSF CloudBank 2.0 favicon

NSF CloudBank 2.0

Cloud credits (varies by project)

Cloud access credits through eligible NSF solicitations

Government Grants
America's Seed Fund (NSF) favicon

America's Seed Fund (NSF)

$275,000-$2,000,000

Non-dilutive funding for R&D for American companies via the US National Science Foundation

Government Grants
Hessian Lean AI Funding favicon

Hessian Lean AI Funding

30,000€

For students, quickly test and validate your idea in the field of AI and turn it into a business case.

Government Grants
NSF ACCESS favicon

NSF ACCESS

ACCESS Credits (varies by project)

Free access to advanced computing resources through merit-based allocations in ACCESS Credits

Government Grants
NSF SBIR Phase I favicon

NSF SBIR Phase I

$305,000

$305,000 funding for technical merit validation

Government Grants
NSF SBIR Phase II favicon

NSF SBIR Phase II

$1,000,000

$1,000,000 funding for continued R&D

Government Grants
NIH STRIDES favicon

NIH STRIDES

Discounted cloud access

Discounted cloud access for NIH-funded researchers through AWS, Google Cloud, and Microsoft Azure partnerships

Government Grants
DOE INCITE favicon

DOE INCITE

10M+ compute hours

10M+ supercomputer hours for computational science

Government Grants
DOE ALCC favicon

DOE ALCC

5M+ compute hours

5M+ compute hours for leadership computing

Government Grants
California Learning Lab favicon

California Learning Lab

Up to $1,500,000

$1,500,000 education grants for learning innovation

Government Grants
EuroHPC AI Factories favicon

EuroHPC AI Factories

€15M maximum

€15M per project for European AI infrastructure

Government Grants
EuroHPC Supercomputers favicon

EuroHPC Supercomputers

€200M maximum

€200M infrastructure for European supercomputing

Government Grants
Horizon Europe GenAI4EU favicon

Horizon Europe GenAI4EU

€15-17M

€700M total program for European AI development

Government Grants
UKRI Turing AI favicon

UKRI Turing AI

£6.25M maximum

£3-5M fellowships for UK AI research

Government Grants
Alan Turing Institute favicon

Alan Turing Institute

£100M annually

£20M annual programs for AI research

Government Grants
Germany BMBF AI favicon

Germany BMBF AI

€300,000 total

€100,000/year for German AI development

Government Grants
France IA Booster favicon

France IA Booster

€13,000/phase

€13,000 SME support for French AI startups

Government Grants
Netherlands AiNed favicon

Netherlands AiNed

€916,000 maximum

€19.9M total program for Dutch AI research

Government Grants
Singapore AISG favicon

Singapore AISG

Part of $1B program

$1B over 5 years for Singapore AI development

Government Grants
Japan METI AI favicon

Japan METI AI

¥50.1B program

$324M program for Japanese AI development

Government Grants
South Korea MSIT favicon

South Korea MSIT

KRW 1.634T total

$1.3B national AI program for Korea

Government Grants
India IndiaAI Mission favicon

India IndiaAI Mission

Rs 10,300 crore

$1.2B national initiative for Indian AI

Government Grants
Canada CIFAR favicon

Canada CIFAR

$100,000/2 years

$50,000/year for Canadian AI research

Government Grants
Israel Innovation Authority favicon

Israel Innovation Authority

NIS 500M program

$135M total for Israeli AI innovation

Government Grants
Saudi Vision 2030 favicon

Saudi Vision 2030

$40B by 2030

$40B AI investment for Saudi Arabia

Academic Programs
MIT ORCD favicon

MIT ORCD

80,000+ cores, 850+ GPUs

$50,000+ equivalent computing resources

Academic Programs
Stanford HAI Seed Grants favicon

Stanford HAI Seed Grants

Up to $75,000 + compute

$85,000 total value for AI research

Academic Programs
Stanford HAI GCP Credits favicon

Stanford HAI GCP Credits

$10,000 - $100,000

$100,000 GCP credits for academic research

Academic Programs
CMU PSC Bridges-2 favicon

CMU PSC Bridges-2

H100 GPUs + CPUs

Variable supercomputing with H100 access

Academic Programs
UC Berkeley BAIR favicon

UC Berkeley BAIR

$850,000 total

$600,000 compute + $250,000 for research

Academic Programs
Harvard FAS RC favicon

Harvard FAS RC

Major HPC access

Major HPC access and storage resources

Academic Programs
Princeton TIGRESS favicon

Princeton TIGRESS

HPC clusters

Major HPC allocation for research

Academic Programs
Columbia DSI favicon

Columbia DSI

4 GPU/CPU nodes

Priority access to computing resources

Academic Programs
NYU Greene HPC favicon

NYU Greene HPC

32,000 cores, 332 GPUs

Supercomputing access for research

Academic Programs
UW eScience Azure favicon

UW eScience Azure

Azure AI credits

Variable credits for University of Washington

Academic Programs
UT TACC favicon

UT TACC

Leadership computing

Major allocations through ACCESS program

Academic Programs
UCSD SDSC favicon

UCSD SDSC

Expanse + cloud

Supercomputing time through ACCESS

Academic Programs
Vector Institute favicon

Vector Institute

AI infrastructure

Significant compute for Canadian AI research

Academic Programs
Oxford ARC favicon

Oxford ARC

CPU/GPU clusters

Free HPC use for Oxford researchers

Academic Programs
Cambridge CSD3 favicon

Cambridge CSD3

Petascale HPC

Tier-2 HPC access through EPSRC

Academic Programs
NVIDIA Academic Hardware favicon

NVIDIA Academic Hardware

32,000 A100 hours

Variable GPU time for academic research

Academic Programs
Chan Zuckerberg Initiative favicon

Chan Zuckerberg Initiative

96+ GPU allocation

$500,000-$2M equivalent for science research

Academic Programs
Allen Institute AI2 favicon

Allen Institute AI2

$100,000 + compute

$100,000+ postdoc fellowships plus compute

Academic Programs
Gates Foundation Grand Challenges favicon

Gates Foundation Grand Challenges

Up to $100,000

$100,000 for global health innovation

Academic Programs
Mozilla Foundation favicon

Mozilla Foundation

Up to $50,000

$50,000 for open source AI projects

Academic Programs
Linux Foundation AI & Data favicon

Linux Foundation AI & Data

Infrastructure hosting

Cloud hosting for AI and data projects

Academic Programs
Sloan Foundation favicon

Sloan Foundation

Up to $250,000

$250,000+ research grants for technology

Academic Programs
Open Philanthropy favicon

Open Philanthropy

$40M total pool

$40M AI safety funding pool

Academic Programs
Climate Change AI favicon

Climate Change AI

$1.4M total pool

$1.4M innovation grants for climate AI

Academic Programs
Cooperative AI Foundation favicon

Cooperative AI Foundation

Variable amounts

Multi-stage funding for cooperative AI research

Academic Programs
Schmidt Futures favicon

Schmidt Futures

Variable amounts

Multi-million programs for technology research

Academic Programs
Wellcome Trust favicon

Wellcome Trust

£1M+

£1M+ health research grants

Academic Programs
AI Grant Foundation favicon

AI Grant Foundation

$5,000 - $50,000

$25,000 average grants for AI research

Dev Tooling
GitLab Startup Program favicon

GitLab Startup Program

$1,000 - $5,000

DevOps platform access through partnerships

Dev Tooling
GitHub Copilot for Students favicon

GitHub Copilot for Students

Free for students

Free AI coding assistance for verified students

Dev Tooling
GitLab Ultimate for Open Source favicon

GitLab Ultimate for Open Source

Free for OSS

Free DevOps platform for open source projects

Database & Storage
MongoDB Atlas for Startups favicon

MongoDB Atlas for Startups

Up to $5,000

Credits for fully managed cloud database with technical advisor access

Database & Storage
Redis Cloud favicon

Redis Cloud

Up to $10,000

$10,000 in credits for high-performance in-memory database

Database & Storage
Neo4j Aura favicon

Neo4j Aura

Up to $16,000

Credits for graph database platform for AI applications

Database & Storage
Pinecone favicon

Pinecone

$300 trial credits

Trial credits plus startup program benefits for vector database

Database & Storage
Weaviate Cloud favicon

Weaviate Cloud

Free tier

Free vector database with cloud hosting

Database & Storage
Qdrant Cloud favicon

Qdrant Cloud

Free tier

Free vector search database with cloud hosting

Database & Storage
Firebase favicon

Firebase

Free tier

Free backend services including database and authentication

Database & Storage
Supabase favicon

Supabase

Free tier

Free PostgreSQL backend with real-time features

Database & Storage
PlanetScale Free favicon

PlanetScale Free

Free tier

Free MySQL platform with branching

Database & Storage
Snowflake Startup Program favicon

Snowflake Startup Program

$10k-1M (Over 4 Years)

AI Data Cloud credits + build help

Database & Storage
Neon for Startups favicon

Neon for Startups

Up to $100,000

Serverless Postgres credits

Database & Storage
Qdrant for Startups favicon

Qdrant for Startups

20% off (~$1,000 value)

Vector DB credits and partner perks

API
Twilio Free Trial favicon

Twilio Free Trial

$15 trial credit

$15 communications API credits for messaging and voice

API
Segment for Startups favicon

Segment for Startups

Up to $25,000

Segment credits + partner stack

API
Algolia for Startups favicon

Algolia for Startups

$10,000 (1 year)

Search/API credits for startups

API
Twilio AI Spotlight favicon

Twilio AI Spotlight

$17,500 in Ramp, OpenAI, and Twilio Credits

Rewarding 20 promising AI startups building with Twilio

Security & Identity
Cloudflare for Startups favicon

Cloudflare for Startups

$5,000 - $250,000

Credits for performance, security, and DDoS protection

Security & Identity
Auth0 Free Tier favicon

Auth0 Free Tier

7,000 MAUs

Free authentication for up to 7,000 monthly active users

Security & Identity
Okta Developer favicon

Okta Developer

Free developer

Free identity platform for development use

Security & Identity
Auth0/Okta for Startups favicon

Auth0/Okta for Startups

1 year free (up to 100k MAU)

Auth platform credits (MAU limits)

Security & Identity
Clerk for Startups favicon

Clerk for Startups

Up to 50% Clerk Pro

Auth/identity platform credits for early startups

Monitoring & Analytics
Sentry for Startups favicon

Sentry for Startups

6 months free (Team plan ~$174)

Error monitoring credits (startup discounted plans)

Monitoring & Analytics
Grafana for Startups favicon

Grafana for Startups

Up to $100,000

Grafana Cloud credits

Monitoring & Analytics
Datadog for Startups favicon

Datadog for Startups

Up to $100,000

Observability credits

Monitoring & Analytics
PostHog for Startups favicon

PostHog for Startups

$50,000

Product analytics credits (cloud or self-host support)

Monitoring & Analytics
Amplitude Startup Scholarship favicon

Amplitude Startup Scholarship

1 year free, up to 1.2 Billion Events

Analytics, Experimentation, Session Replay, Activation— free, for one year

Monitoring & Analytics
Mixpanel for Startups favicon

Mixpanel for Startups

1 year free, up to 1 Billion Events

full analytics suite, Session Replay, and more

Dev Tooling
Notion for Startups favicon

Notion for Startups

$1,000 credits

$1,000 credits for startups under $50K revenue

Dev Tooling
Figma for Education favicon

Figma for Education

Free for students

Free design platform for verified students

Competitions
TechCrunch Disrupt Battlefield favicon

TechCrunch Disrupt Battlefield

$100,000 + credits

$100,000+ prize plus additional credits for winning startups

Competitions
MIT $100K Competition favicon

MIT $100K Competition

~$300,000 total

$300,000+ in total prizes across categories

Competitions
Microsoft Imagine Cup favicon

Microsoft Imagine Cup

$150,000+ total

$100,000 + $50,000 Azure credits for students

Competitions
Google Developer Challenge favicon

Google Developer Challenge

$350,000 GCP

$350,000+ credits for AI startups in cohort program

Competitions
AWS DeepRacer League favicon

AWS DeepRacer League

$30/month + prizes

$25,000 prize pool for machine learning racing

Competitions
NVIDIA GTC Startup Contest favicon

NVIDIA GTC Startup Contest

$100,000 DGX credits

$100,000+ DGX credits for Inception members

Competitions
Epic MegaGrants favicon

Epic MegaGrants

$5,000 - $500,000

Up to $500,000 grants for Unreal Engine projects

Competitions
Unity for Humanity favicon

Unity for Humanity

$500,000+ total

$500,000+ social impact grants annual February

Competitions
Rice Business Plan favicon

Rice Business Plan

$1.8M+ total prizes

$1.8M+ grad students April annual competition

Competitions
Hello Tomorrow Global favicon

Hello Tomorrow Global

€100,000 grand prize

€100,000 deep tech annual competition

Competitions
Vesuvius: Unwrapping at Scale Prize favicon

Vesuvius: Unwrapping at Scale Prize

$200,000

Deliver automated virtual unwrapping at production scale on two different scrolls.

Competitions
Vesuvius: First Letters & Title Prize favicon

Vesuvius: First Letters & Title Prize

$60k-$120k

One of the frontiers of Vesuvius Challenge is finding techniques that work across multiple scrolls.

Competitions
Vesuvius: Progress Prizes favicon

Vesuvius: Progress Prizes

$1k-$20k

Monthly prizes for open source contributions that help read the scrolls. 90+ winners per year.

Competitions
XPRIZE AI Data For Good favicon

XPRIZE AI Data For Good

$Millions

Funding projects and competitions whoe outcomes directly address the UN's Sustainable Development Goals (SDGs)

Competitions
XPRIZE Quantum Applications favicon

XPRIZE Quantum Applications

$5 Million

A 3-year global competition designed to generate quantum computing (QC) algorithms that can be put into practice to help solve real-world challenges.

Competitions
XPRIZE Healthspan favicon

XPRIZE Healthspan

$101 Million

A 7-year global competition to revolutionize the way we approach human aging.

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