How to get GPUs this week
Where to look for GPU capacity now, how the offer types differ, which free routes exist and what to ask before you commit.
The short answer
Start with how fast you need it and how long you need it for. Capacity you can start today usually comes from providers that list on-demand access. Capacity you can plan around usually needs a conversation, a quote or an application. This guide shows the routes this site has checked and what to ask each one. It gives no prices, because a listed price here would be out of date, and it does not rank anyone.
1. Know the offer types
- Self-serve and on demand. Sign up, start a machine, pay for the time. Availability is not promised at the moment you ask.
- Interruptible or spot. Spare capacity that can be taken back. Only for work that can stop and resume.
- Reserved or committed. A longer commitment in return for certainty, a different rate, or both.
- Quote or contract. Larger clusters are arranged with the provider's sales team.
- Allocation by application. Public programmes and credits, covered below.
The glossary explains on-demand, spot, reserved and capacity block. The contract shapes guide shows which providers on this site say they offer which shape.
2. Providers by type
Every name links to its own page here, which lists what we checked on the provider's public site and links to the provider's price list.
Hyperscalers (9)
Very large general-purpose clouds. GPU capacity sits alongside many other services.
- Alibaba Cloud publishes a price list
- Amazon Web Services (EC2) publishes a price list
- Google Cloud (Compute Engine) publishes a price list
- Huawei Cloud publishes a price list
- IBM Cloud publishes a price list
- Microsoft Azure publishes a price list
- NAVER Cloud Platform publishes a price list
- Oracle Cloud Infrastructure publishes a price list
- Tencent Cloud pricing not assessed
GPU clouds (53)
Providers focused on accelerator capacity, including regional and sovereign-minded clouds.
- Akamai Cloud (Linode) publishes a price list
- Applied Digital quote required
- Baseten publishes a price list
- Cerebras token-based pricing; check which token and billing unit applies
- Cirrascale Cloud Services publishes a price list
- Civo publishes a price list
- Cloudflare Workers AI publishes a price list
- Core42 quote required
- CoreWeave publishes a price list
- Crusoe Cloud publishes a price list
- Cudo Compute quote required
- Denvr Dataworks publishes a price list
- Digital Realty quote required
- DigitalOcean GPU Droplets publishes a price list
- E2E Networks publishes a price list
- Exoscale publishes a price list
- Fireworks AI token-based pricing; check which token and billing unit applies
- Firmus Technologies quote required
- Fluidstack quote required
- Gcore publishes a price list
- Genesis Cloud publishes a price list
- GMO Internet (GMO GPU Cloud) publishes a price list
- Groq (GroqCloud) token-based pricing; check which token and billing unit applies
- Hetzner publishes a price list
- Hot Aisle publishes a price list
- HUMAIN quote required
- Hyperstack (NexGen Cloud) publishes a price list
- IONOS Cloud publishes a price list
- Jarvislabs publishes a price list
- Khazna Data Centers quote required
- Koyeb publishes a price list
- Lambda publishes a price list
- Latitude.sh publishes a price list
- Massed Compute publishes a price list
- Mistral Compute quote required
- Modal publishes a price list
- Nebius publishes a price list
- Nscale quote required
- OVHcloud Public Cloud GPU publishes a price list
- Sakura Internet publishes a price list
- SambaNova token-based pricing; check which token and billing unit applies
- Scaleway publishes a price list
- Sesterce publishes a price list
- STACKIT publishes a price list
- Taiga Cloud (Northern Data Group) quote required
- TensorWave quote required
- TeraWulf quote required
- Together AI token-based pricing; check which token and billing unit applies
- UpCloud publishes a price list
- Verda publishes a price list
- Voltage Park publishes a price list
- Vultr publishes a price list
- Yotta (Shakti Cloud) quote required
Marketplaces (8)
Sites where capacity from several hosts is listed in one place, often with prices set by hosts or bids.
- Hugging Face Inference Providers publishes a price list
- Hyperbolic publishes a price list
- Prime Intellect publishes a price list
- Replicate publishes a price list
- RunPod publishes a price list
- SF Compute prices set by hosts or bids
- Shadeform publishes a price list
- Vast.ai prices set by hosts or bids
Decentralised networks (10)
Networks that pool capacity from many independent operators, sometimes paid through a network token.
- Aethir quote required
- Akash Network prices set by hosts or bids
- Bittensor token-based pricing; check which token and billing unit applies
- Flux (RunOnFlux) quote required
- Golem Network token-based pricing; check which token and billing unit applies
- io.net token-based pricing; check which token and billing unit applies
- Nosana token-based pricing; check which token and billing unit applies
- Render Network token-based pricing; check which token and billing unit applies
- Ritual quote required
- Salad publishes a price list
Public programmes (4)
Public schemes that allocate compute by application, not by the hour.
- Canadian Sovereign AI Compute Strategy allocated by application
- EuroHPC AI Factories allocated by application
- UK AI Research Resource (AIRR) allocated by application
- US NAIRR Pilot allocated by application
3. Free and funded routes
52 programmes are listed on free and funded compute. Eligibility, deadlines and amounts change, so read the programme's own page before applying.
National AI resources
- BSC AI Factory access routes (MareNostrum 5) ES. Programme page: link
- EuroHPC AI Factories access modes EU. Programme page: link
- EuroHPC AI Factories Fast Lane access EU. Programme page: link
- EuroHPC AI Factories Large Scale access EU. Programme page: link
- EuroHPC AI Factories Playground access EU. Programme page: link
- IndiaAI compute portal IN. Programme page: link
- NAIRR Pilot resource requests US. Programme page: link
- NSF NAIRR Operations Center US. Programme page: link
- UK AI Research Resource: AI for Science compute opportunity UK. Programme page: link
- UK AI Research Resource: AI Open Access call (Isambard-AI) UK. Programme page: link
- UK AI Research Resource: Gateway route UK. Programme page: link
- UK AI Research Resource: Innovator Route (Isambard-AI and Dawn) UK. Programme page: link
- UK AI Research Resource: Rapid Access route UK. Programme page: link
Public supercomputing
- ARCHER2 access routes UK. Programme page: link
- CINECA HPC access (including Leonardo) IT. Programme page: link
- Clementina XXI: IPAC research-allocation information AR. Programme page: link
- DARI allocations for Jean Zay and GENCI systems FR. Programme page: link
- Digital Research Alliance of Canada Rapid Access Service CA. Programme page: link
- Digital Research Alliance of Canada Resource Allocation Competition CA. Programme page: link
- DOE ASCR Leadership Computing Challenge (ALCC) US. Programme page: link
- DOE INCITE US. Programme page: link
- EuroHPC AI for Science and Collaborative EU Projects EU. Programme page: link
- EuroHPC Benchmark and Development Access EU. Programme page: link
- EuroHPC Extreme Scale Access EU. Programme page: link
- Gauss Centre for Supercomputing large-scale call (JUPITER, Hunter, SuperMUC-NG) DE. Programme page: link
- HPCI research project call (Japan) JP. Programme page: link
- Jetstream2 research cloud US. Programme page: link
- LUMI access routes EU. Programme page: link
- National Computational Merit Allocation Scheme (NCMAS) AU. Programme page: link
- NCI Australia ADAPTER and other access routes AU. Programme page: link
- NERSC allocations and AY2027 call (ERCAP) US. Programme page: link
- NSCC Singapore: eighth Call for Projects (2026) SG. Programme page: link
- NSF ACCESS allocations US. Programme page: link
- Pawsey Partner Allocation Scheme 2027 AU. Programme page: link
- Pawsey Preparatory Access and Fast Track schemes AU. Programme page: link
- SINAPAD research allocations: 2026 call BR. Programme page: link
- Spanish Supercomputing Network (RES) access calls ES. Programme page: link
- Swiss AI Initiative Large Grants (compute on Alps) CH. Programme page: link
- Swiss national LUMI access via CSCS CH. Programme page: link
Research grants
- Google TPU Research Cloud Global. Programme page: link
- Hugging Face Community GPU Grants Global. Programme page: link
- Pawsey PULSE Collaborations AU. Programme page: link
Cloud credits
- AWS Activate credits Global. Programme page: link
- AWS Cloud Credit for Research Global. Programme page: link
- Google Cloud research credits Global. Programme page: link
- Google for Startups Cloud Program Global. Programme page: link
- Lambda research grant Global. Programme page: link
- Microsoft for Startups Global. Programme page: link
- NVIDIA Inception Global. Programme page: link
- UK AI Research Resource: Cloud Access call UK. Programme page: link
Free tiers
- Google Colab free tier Global. Programme page: link
- Hugging Face ZeroGPU Global. Programme page: link
4. Questions to ask before you commit
- Is this a listed price or a quote, and what is it for (per GPU, per node, per hour, per month)?
- Is the capacity guaranteed at the start time, or only likely?
- Can the provider interrupt the job, and with how much notice?
- What does it cost to move your data out? See egress.
- What does the service level agreement promise, and what does it exclude?
- Where will the data sit and be processed? See data residency.
- Does the interconnect between machines suit your job, for example InfiniBand for large training runs?
- Do export controls or sanctions limit where you can buy or run it? See export controls and compute thresholds.
Sources
- Provider directory: each page cites the provider's own pages.
- Free and funded compute: each programme cites its own page.
- Export controls: each rule cites its primary text.
Built from facts already on this site, written on 3 October 2026 and due for review by 3 January 2027. Each fact keeps the check date shown on the page it comes from. This is general information, not advice. Something wrong? Tell us.