StartupFlow AI

GPU credits for AI startups

Training and serving models is expensive, and GPUs are the line item that scares most AI founders. Several programs exist specifically to cut that cost: through cloud GPU credits, discounted hardware, or dedicated compute grants.

These are the GPU and compute programs we track for AI startups. Each links to the full eligibility and how to apply.

GPU credits for AI startups

19 programs

Open to all

NVIDIA Inception

NVIDIA

Free membership, GPU discounts + up to $100k in partner cloud credits

$100k in credits

GPUAI creditsDevTools
Open to all

Google for Startups Cloud Program

Google Cloud

Up to $200k in GCP credits over 2 years ($350k for AI startups)

$350k in credits

CloudAI creditsDatabase
Open to all

Baseten Inference for Startups

Baseten

Baseten startup credits and perks

AI creditsGPU
Open to all

Nebius for Startups

Nebius

Up to $150K in Nebius credits

$150k in credits

GPUCloud
Open to all

Crusoe Cloud for Startups

Crusoe Energy

Crusoe Energy startup credits and perks

GPUCloud
Open to all

Paperspace for Startups

Paperspace (DigitalOcean)

Paperspace (DigitalOcean) startup credits and perks

GPUCloud
Open to all

Vast.ai for Startups

Vast.ai

Vast.ai startup credits and perks

GPUCloud
Open to all

Together Compute for Startups

Together AI

Together AI startup credits and perks

AI creditsGPU
Open to all

Anyscale for Startups

Anyscale

Anyscale startup credits and perks

AI creditsGPUCloud
Open to all

Baseten AI Startup Program

Baseten

Baseten startup credits and perks

AI creditsGPU
Open to all

CoreWeave Startup Accelerator Program

CoreWeave

CoreWeave startup credits and perks

GPUCloud
Open to all

CoreWeave for Startups

CoreWeave

CoreWeave startup credits and perks

GPUCloud
Open to all

Lambda GPU Cloud for Startups

Lambda

Lambda startup credits and perks

GPUCloud
Open to all

RunPod for Startups

RunPod

RunPod startup credits and perks

GPUCloud
Open to all

Modal for Startups

Modal

Modal startup credits and perks

AI creditsCloudGPU
Open to all

Groq for Startups

Groq

Groq startup credits and perks

AI creditsGPU
Open to all

Together AI for Startups

Together AI

Together AI startup credits and perks

AI creditsGPU
Open to all

Replicate for Startups

Replicate

Replicate startup credits and perks

AI creditsGPU
Open to all

Vultr for Startups

Vultr

Vultr startup credits and perks

CloudGPU

Common questions.

Straight answers. For the full picture, read the FAQ.

NVIDIA Inception offers hardware discounts and credits, and the major clouds include GPU capacity inside their AI startup tiers. Together they can cover a meaningful share of early training and inference costs.

Yes, joining Inception is free. It unlocks discounts, credits, and technical resources; the specific benefits depend on your stage and program partners.