[{"cloud":"aws","display_name":"AWS","subtext":"Largest all around cloud platform by market share with GPU offerings","price_meter":4,"availability_meter":"low","website":"https://aws.amazon.com/","content":{"availability":"Availabilty of AWS GPUs varies depending on the GPU type across its many regions and availability zones. For higher end GPUs like A100s and H100s, on-demand availability is relatively low as most machines are dedicated to reservations. However, for lower end GPUs like A10G and V100s, there is generally availabililty in multiple regions.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Fast Spin Up"},{"description":"","title":"Persistent Storage"},{"description":"","title":"Interconnected Clusters"}],"highlights":[{"description":"","icon":"","title":"Wide Geographic Footprint"},{"description":"","icon":"","title":"Reservation Pricing"},{"description":"","icon":"","title":"SLA Gaurantee"}],"overview":"As the original public cloud, AWS is the leading all around cloud provider with the widest feature set and the largest footprint. In regards to GPU specific offerings, AWS provides GPU virtual machines under its EC2 offering. Compared to smaller GPU clouds, AWS offers a smaller set of Nvidia GPUs and often only VMs with a full set of 8 GPUs.","pricing":"AWS offers multiple GPU accelerated instance types such as H100s, A100s, A10g, and V100s. Unfortunately, AWS's cloud offerings are some of the highest price GPUs on the market owing to their extensive integrations with their existing platform. There are opportunities for discounts on their machines through long term reservations of multiple nodes.","relevant_links":[{"title":"Website","url":"https://aws.amazon.com/"},{"title":"Docs","url":"https://docs.aws.amazon.com/dlami/latest/devguide/gpu.html"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/amazon-web-services/"},{"title":"Twitter","url":"https://x.com/awscloud"}]},"info":{"datacenter_tier":"4*","founded":"2006","founders":"Amazon","funding":"Publicly Trade Company","gpu_variety":"Medium","headquarters":"Seattle, USA","merits":["SOC I","SOC II","SOC III","HIPAA"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"azure","display_name":"Azure","subtext":"Second largest all around cloud platform heavily investing in GPU infrastructure","price_meter":4,"availability_meter":"low","website":"https://azure.microsoft.com/","content":{"availability":"Azure offers several GPU instance types focusing on higher end GPUs like A100s and H100s. While Azure has good availability on single GPU instances, multi GPU instances often lack availability and require reservations to obtain.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"SXM Support"},{"description":"","title":"Persistent Storage"},{"description":"","title":"On-Demand Clusters"}],"highlights":[{"description":"","icon":"","title":"Wide Geographic Footprint"},{"description":"","icon":"","title":"Reservation Pricing"},{"description":"","icon":"","title":"SLA Gaurantee"}],"overview":"Azure is the second largest public cloud and is part of Microsoft. Azure invested heavily in GPU infrastructure over the last few years and is now the primary GPU provider for top AI companies such as OpenAI. Azure offers a range of GPU but focuses heavily on latest generation Nvidia chips.","pricing":"Like other hyperscaler cloud providers, Azure offers several different instance types but prices at the top end of the market. Azure justifies its price point because their GPU instances are integrated with their other platform features which brings an end to end cloud solution for all customers.","relevant_links":[{"title":"Website","url":"https://azure.microsoft.com/"},{"title":"Docs","url":"https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview?tabs=breakdownseries%2Cgeneralsizelist%2Ccomputesizelist%2Cmemorysizelist%2Cstoragesizelist%2Cgpusizelist%2Cfpgasizelist%2Chpcsizelist"},{"title":"LinkedIn","url":"https://www.linkedin.com/showcase/microsoft-azure/"},{"title":"Twitter","url":"https://x.com/Azure"}]},"info":{"datacenter_tier":"4*","founded":"2008","founders":"Microsoft","funding":"Publicly Trade Company","gpu_variety":"Medium","headquarters":"Redmond, USA","merits":["SOC I","SOC II","SOC III","SHIPAA"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"crusoe","display_name":"Crusoe","subtext":"Rapidly growing cloud platform focused on energy efficiency ","price_meter":1,"availability_meter":"high","website":"https://crusoe.ai/","content":{"availability":"Crusoe only has three types of GPUs available on-demand. Of the three, there is a lot of availability of A100_80G and L40S but very limited availability on A100 (40 GB variant).","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Fast Spin Up"},{"description":"","title":"Persistent Storage"},{"description":"","title":"SXM Support"}],"highlights":[{"description":"","icon":"","title":"Great Availability"},{"description":"","icon":"","title":"Good Value"},{"description":"","icon":"","title":"SLA Gaurantee"},{"description":"","icon":"","title":"Regional Focus"}],"overview":"Crusoe Cloud is a cloud computing platform that leverages stranded and wasted energy sources, such as flare gas, to power its data centers, reducing carbon emissions and providing sustainable computing resources. It offers high-performance computing solutions for various industries, including AI, machine learning, and scientific research, while maintaining a focus on environmental sustainability. Crusoe offers both on-demand GPUs as well as large scale reserved clusters.","pricing":"Crusoe provides A100, A100_80G, and L40S GPUs at the lower end of the market. Its A100_80G pricing is the lowest on the market. Its low prices are enabled by strategically placing its GPUs in low cost of energy areas of the world and passing the savings to end customers. ","relevant_links":[{"title":"Website","url":"https://crusoe.ai/"},{"title":"Docs","url":"https://docs.crusoecloud.com/api/"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/crusoe/"},{"title":"Twitter","url":"https://x.com/CrusoeAI"}]},"info":{"datacenter_tier":"Unknown","founded":"2018","founders":"Chase Lochmiller, Cully Cavness","funding":"$350M Series C","gpu_variety":"Low","headquarters":"Denver, USA","merits":["SOC II"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"datacrunch","display_name":"Datacrunch","subtext":"High performance GPU specific cloud that also offers serverless inference","price_meter":1,"availability_meter":"low","website":"https://datacrunch.io/","content":{"availability":"Datacrunch has availability for single GPU instances but lacks availability on multi GPU instances. ","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Fast Spin Up"},{"description":"","title":"Persistent Storage"},{"description":"","title":"SXM Support"}],"highlights":[{"description":"","icon":"","title":"Nvidia Cloud Partner"},{"description":"","icon":"","title":"Regional Focus"},{"description":"","icon":"","title":"Reservation Pricing"},{"description":"","icon":"","title":"Wide Selection"}],"overview":"Datacrunch is an growing cloud provider that offers a wide range of AI services. It offers a wide range of Nvidia GPUs as well as AMD 7900 XTX cards as virtual machines. In addition to GPus, it also offers CPU instances and serverless inference endpoints for popular open source LLM models.","pricing":"Datacrunch typically prices GPUs at the lower end of the market by working exclusively in data centers in Northern Europe where the cost of energy and cooling are lower. It has also introduced dynamic GPU pricing which allows for regular changes in GPU prices.","relevant_links":[{"title":"Website","url":"https://datacrunch.io/"},{"title":"Docs","url":"https://docs.datacrunch.io/"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/datacrunch"},{"title":"Twitter","url":"https://x.com/datacrunch_io"}]},"info":{"datacenter_tier":"Unknown","founded":"2020","founders":"Ruben Bryon","funding":"Seed","gpu_variety":"High","headquarters":"Helsinki, Finland","merits":["GDPR Compliant"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"denvr","display_name":"Denvr Dataworks","subtext":"Established hardware and data center operator that is expanding to GPU offerings","price_meter":1,"availability_meter":"high","website":"https://www.denvrdata.com/","content":{"availability":"Denvr Dataworks has high availability across all GPU types.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Virtual Machines"},{"description":"","title":"Bare Metal"}],"highlights":[{"description":"","icon":"","title":"Nvidia Cloud Partner"},{"description":"","icon":"","title":"Good Value"}],"overview":"Denvr Dataworks is a cloud infrastructure company specializing in providing high-performance computing solutions. It focuses on delivering scalable and efficient data infrastructure, tailored for industries requiring intensive data computation and storage, such as finance, healthcare, and research. While Denvr has historically focused on data center efficiency and hardware, it has made recent strides in cloud GPU computing by launching its own public facing cloud platform.","pricing":"Denvr Dataworks offers A100s at a low price as it transitions into the public cloud space from data center management. Denvr's public cloud is still new to the market and its prices may change as it matures.","relevant_links":[{"title":"Website","url":"https://www.denvrdata.com/"},{"title":"Docs","url":"https://docs.denvrdata.com/docs"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/denvr-dataworks/"},{"title":"Twitter","url":"https://x.com/denvrdataworks"}]},"info":{"datacenter_tier":"Unknown","founded":"2017","founders":"Geoff Gordon","funding":"Unknown","gpu_variety":"Low","headquarters":"Calgary, Canada","merits":["Nvidia Cloud Partner"],"network_speed":"","persistent_storage":"Not Supported"}},{"cloud":"digitalocean","display_name":"DigitalOcean","subtext":"DigitalOcean provides developer-friendly cloud solutions, offering reliable infrastructure with a focus on simplicity and performance.","price_meter":4,"availability_meter":"medium","website":"https://www.digitalocean.com","content":{"availability":"DigitalOcean’s GPU Droplets, powered by NVIDIA H100 GPUs, are currently available in two key data centers: Toronto (TOR1) and New York City (NYC2). While these locations ensure robust coverage for North American users, DigitalOcean is expected to expand availability as demand for GPU resources continues to grow, offering flexibility for AI and machine learning workloads.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Fast Spin Up"},{"description":"","title":"NVMe Storage"},{"description":"","title":"NVLink"}],"highlights":[{"description":"","icon":"","title":"Great Availability"},{"description":"","icon":"","title":"High Performance Focus"},{"description":"","icon":"","title":"24 Hour Support"},{"description":"","icon":"","title":"SLA Gaurantee"}],"overview":"DigitalOcean recently launched GPU Droplets powered by NVIDIA H100 GPUs, targeting small to medium-sized businesses, startups, and developers looking for accessible, cost-effective AI infrastructure. Their focus is on simplifying deployment, offering pay-as-you-go options, and providing a developer-friendly ecosystem. Recently DigitalOcean has expanded its expertise in GPU offerings, further enhancing its competitive position in the AI market.","pricing":"DigitalOcean’s GPUs, powered by NVIDIA H100 GPU with SXM5 interconnects, offer high-performance infrastructure designed for demanding AI and machine learning workloads. The advanced SXM5 interconnect delivers up to 900 GB/s bandwidth, enabling seamless multi-GPU communication, making it ideal for complex, resource-intensive projects. While DigitalOcean may be on the pricier side compared to other providers, the investment is justified by their solid infrastructure, reliable performance, and fast provisioning times. Users can count on premium GPU solutions to support their AI ambitions with a robust and efficient environment.","relevant_links":[{"title":"Website","url":"https://www.digitalocean.com"},{"title":"Docs","url":"https://www.digitalocean.com/docs"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/digitalocean"},{"title":"Twitter","url":"https://x.com/digitalocean"}]},"info":{"datacenter_tier":"3","founded":"2011","founders":"Ben Uretsky, Moisey Uretsky","funding":"$775M (IPO + Acquisitions)","gpu_variety":"Low","headquarters":"New York, USA","merits":["SOC I","SOC II","SOC III"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"hyperstack","display_name":"Hyperstack","subtext":"Largest GPU cloud based in Europe with a growing on-demand GPU platform","price_meter":2,"availability_meter":"high","website":"https://www.hyperstack.cloud/","content":{"availability":"Hyperstack has abundant availability on all machine types except for the RTX6000 Adas. Not every GPU type is available in every region.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"NVLink"},{"description":"","title":"Persistent Storage"},{"description":"","title":"SXM Support"}],"highlights":[{"description":"","icon":"","title":"Nvidia Elite Partner"},{"description":"","icon":"","title":"Wide Selection"},{"description":"","icon":"","title":"Reservation Pricing"},{"description":"","icon":"","title":"24 Hour Support"}],"overview":"Hyperstack is the GPU cloud brand of European infrastructure provider NexGen Cloud. Hyperstack offers a wide range of GPU offerings across the price and performance spectrum to offer customers maximum optionality. All of Hyperstack's infrastructure run on renewable energy sources to optimize for pricing and sustainability.","pricing":"Hyperstack prices its machines on the lower end of the market via the regions that it provides machines in. Hyperstack prices have been getting lower over time as the cloud platform matures and its offerings increase.","relevant_links":[{"title":"Website","url":" https://www.hyperstack.cloud/"},{"title":"Docs","url":"https://infrahub-doc.nexgencloud.com/docs/intro/"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/nexgen-cloud/"},{"title":"Twitter","url":"https://x.com/Hyperstackcloud"}]},"info":{"datacenter_tier":"3","founded":"2020","founders":"Christopher Starkey","funding":"Unknown","gpu_variety":"High","headquarters":"London, England","merits":["SOC II","Nvidia Elite Partner"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"lambdalabs","display_name":"Lambda","subtext":"Growing AI specific cloud provider with colocation services","price_meter":1,"availability_meter":"low","website":"https://lambdalabs.com/","content":{"availability":"As one of the lowest priced cloud providers, Lambda generally has low availability of GPU instances across the board. Recently, there has been an increase in their H100 availability.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Fast Spin Up"},{"description":"","title":"Persistent Storage"},{"description":"","title":"On-Demand Clusters"}],"highlights":[{"description":"","icon":"","title":"Wide Geographic Footprint"},{"description":"","icon":"","title":"Good Value"},{"description":"","icon":"","title":"Nvidia Elite Partner"},{"description":"","icon":"","title":"Wide Selection"}],"overview":"Lambda is one of the first and largest in the new wave of GPU specific cloud providers. Starting as a GPU hardware vendor and co-location services provider, Lambda launched a public on-demand cloud with low prices. Due to its own pricing, the availability of GPUs on Lambda is often low. Lambda is frequently raising new capital to supercharge its growth and market share. With a portion of its new funding, Lambda is growing out its on-demand platform.","pricing":"Lambda strives to be the lowest cost cloud provider on the market. Its goal is to gain market share as more and more companies turn to GPUs to power its AI needs. Especially of note are Lambda's H100x8 SXM5 instances which are priced at only $23.92 which are significantly below the price of other providers. ","relevant_links":[{"title":"Website","url":"https://lambdalabs.com/"},{"title":"Docs","url":"https://cloud.lambdalabs.com/api/v1/docs"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/lambda-labs/"},{"title":"Twitter","url":"https://x.com/LambdaAPI"}]},"info":{"datacenter_tier":"3","founded":"2012","founders":"Stephen Balaban, Michael Balaban","funding":"$320M Series C + $500M Financing","gpu_variety":"Medium","headquarters":"San Jose, USA","merits":["Nvidia Elite Partner"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"latitude","display_name":"Latitude","subtext":"Baremetal provider focused on higher performance GPUs","price_meter":2,"availability_meter":"low","website":"https://www.latitude.sh/","content":{"availability":"Availability on Latitude is generally low but there are periods of time where bare metal nodes are unoccupied.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Bare Metal"},{"description":"","title":"Persistent Storage"}],"highlights":[{"description":"","icon":"","title":"Nvidia Cloud Partner"},{"description":"","icon":"","title":"High Performance Focus"},{"description":"","icon":"","title":"Bare Metal On-Demand"}],"overview":"Latitude is a global bare metal GPU and CPU platform that provides hardware on-demand. Unlike other cloud platforms that utilize virtual machines for provisioning on-demand instances, Latitude only provisions high end bare metal machines. Latitude originally started as a platform for webhosting but pivoted in recent years to specialize on GPU workloads.","pricing":"Latitude offers medium cost H100 and A100 GPUs as bare metal nodes only. These bare metal nodes are typically priced on the lower end of the market because they do not require as much overhead from virtualization.","relevant_links":[{"title":"Website","url":"https://www.latitude.sh/"},{"title":"Docs","url":"https://docs.latitude.sh/reference/summary"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/latitude-sh/"},{"title":"Twitter","url":"https://x.com/latitudesh"}]},"info":{"datacenter_tier":"3","founded":"2019","founders":"Guilherme Soubihe","funding":"Unknown","gpu_variety":"Low","headquarters":"Sao Paulo, Brazil","merits":["Nvidia Cloud Partner"],"network_speed":"","persistent_storage":"Not Supported"}},{"cloud":"massedcompute","display_name":"Massed Compute","subtext":"VM and bare metal provider that provides hardware to many platforms","price_meter":1,"availability_meter":"medium","website":"https://massedcompute.com","content":{"availability":"Massed Compute has high availability of single GPU instances but getting full hosts of 8 GPUs on instances can be more difficult. Availability often varies with the GPU type.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Fast Spin Up"},{"description":"","title":"SXM Support"},{"description":"","title":"Bare Metal"}],"highlights":[{"description":"","icon":"","title":"Nvidia Cloud Partner"},{"description":"","icon":"","title":"Good Value"},{"description":"","icon":"","title":"Wide Selection"},{"description":"","icon":"","title":"Regional Focus"}],"overview":"Massed Compute is a GPU hardware provider that powers the infrastructure of many GPU platforms including Shadeform. GPU platforms build on top of Massed Compute's hardware infrastructure to leverage its availability, affordable prices, and US based data centers. Recently, Massed Compute has also created a direct to user GPU cloud which offers GPU rentals as a service.","pricing":"Massed Compute provides GPUs with prices at the lower end of the market. It provides both higher end H100s and previous generation GPUs at or near the best price possible. Massed Compute's A6000s and A5000s are priced signficantly lower than any other cloud provider.","relevant_links":[{"title":"Website","url":"https://massedcompute.com/"},{"title":"Docs","url":"https://vm-docs.massedcompute.com/docs/intro"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/massed-compute/"}]},"info":{"datacenter_tier":"3","founded":"2021","founders":"Michael Arends, Sunny Smith","funding":"Unknown","gpu_variety":"High","headquarters":"Kansas City, USA","merits":["Nvidia Cloud Partner"],"network_speed":"","persistent_storage":"Not Supported"}},{"cloud":"nebius","display_name":"Nebius","subtext":"GPU cloud provider spun out of Russia's Yandex search engine platform","price_meter":3,"availability_meter":"high","website":"https://nebius.ai/","content":{"availability":"Nebius has historically always had availabilty for its H100 and L40S gpus.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"On-Demand Clusters"},{"description":"","title":"Persistent Storage"},{"description":"","title":"NVLink"}],"highlights":[{"description":"","icon":"","title":"Nvidia Cloud Partner"},{"description":"","icon":"","title":"Regional Focus"},{"description":"","icon":"","title":"Great Availability"}],"overview":"Nebius spun out of the Russian search giant Yandex to serve as a standalone AI infrastructure provider. Nebius focuses on the latest generation of GPUs like the H100 and L40s while also using the highest end interconnect infrastructure across all machines. Nebius works with a number of high profile customers including Mistral AI and Luma AI.","pricing":"Nebius offers primarily high end, latest generation GPUs like H100s and L40Ss and price them on the higher end of providers. One of the reasons why Nebius H100s are priced higher is because all machines are SXM5 and come with NVLink by default. Nodes can also optionally be interconnected with infiniband which further increases the hardware costs.","relevant_links":[{"title":"Website","url":"https://nebius.ai/"},{"title":"Docs","url":"https://nebius.ai/docs"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/nebius/"},{"title":"Twitter","url":"https://x.com/nebiusai"}]},"info":{"datacenter_tier":"Unknown","founded":"2022","founders":"Arkady Volozh","funding":"Unknown","gpu_variety":"Low","headquarters":"Amsterdam, Netherlands","merits":["Nvidia Cloud Partner"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"oblivus","display_name":"Oblivus","subtext":"England based GPU cloud provider that focuses on low cost","price_meter":2,"availability_meter":"medium","website":"https://oblivus.com/","content":{"availability":"Oblivus has historically had high availability across all instance types.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Interconnected Clusters"},{"description":"","title":"Persistent Storage"},{"description":"","title":"NVLink"}],"highlights":[{"description":"","icon":"","title":"Great Availability"},{"description":"","icon":"","title":"24 Hour Support"},{"description":"","icon":"","title":"Reservation Pricing"},{"description":"","icon":"","title":"Wide Selection"}],"overview":"Oblivus is a growing provider based out of London that offers a spectrum of both high end and low end GPUs for all use cases. It offers GPUs as both on-demand and reserved instances which can help reduce the cost. The data centers that Oblivus work with are compliant with Soc I, Soc II, and Hippa.","pricing":"Oblivus prices its GPUs on the lower end of the market and offers a wide range of GPUs across the performance spectrum. It also offers instances for a reservation discount which makes it a good option for dedicated and predictable usage.","relevant_links":[{"title":"Website","url":"https://oblivus.com/"},{"title":"Docs","url":"https://docs.oblivus.com/"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/oblivus"}]},"info":{"datacenter_tier":"3","founded":"2022","founders":"Doruk Alp Ülgen","funding":"$1.2M Seed","gpu_variety":"High","headquarters":"London, England","merits":["SOC I","SOC II","HIPAA"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"paperspace","display_name":"Paperspace","subtext":"GPU cloud and ML plaform that was recently acquired by Digital Ocean","price_meter":3,"availability_meter":"low","website":"https://www.paperspace.com/","content":{"availability":"Paperspace has high availability for single GPU instances but lacks availability on certain multi GPU instances.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Persistent Storage"},{"description":"","title":"NVLink"}],"highlights":[{"description":"","icon":"","title":"Great Availability"},{"description":"","icon":"","title":"24 Hour Support"},{"description":"","icon":"","title":"Nvidia Cloud Partner"},{"description":"","icon":"","title":"Wide Selection"}],"overview":"Paperspace is a GPU cloud platform that was founded in 2015 and backed by Y Combinator. As Paperspace grew, it branched into both on-demand GPU rentals as well as ML platform tools under its Gradient offering. The company was acquired by Digital Ocean to supercharge Digital Ocean's own AI cloud offerings. While still operating as a standalone platform, Paperspace will incorporated more over time into the Digital Ocean ecosystem.","pricing":"Paperspace was one of the early movers in recent cloud GPU rise. Its GPUs are priced at the peak of the GPU shortage in 2023. Due its acquisition by DigitalOcean, it's prices has not moved since 2023.","relevant_links":[{"title":"Website","url":"https://www.paperspace.com/"},{"title":"Docs","url":"https://docs.digitalocean.com/products/paperspace/"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/paperspace/"},{"title":"Twitter","url":"https://x.com/hellopaperspace"}]},"info":{"datacenter_tier":"Unknown","founded":"2015","founders":"Dillon Erb, Daniel Kobran","funding":"Acquired by Digital Ocean","gpu_variety":"High","headquarters":"New York City, USA","merits":["SOC I","SOC II"],"network_speed":"","persistent_storage":"Supported"}},{"cloud":"valdi","display_name":"Valdi","subtext":"GPU cloud with unique offerings that was recently acquirred by Storj","price_meter":2,"availability_meter":"high","website":"https://valdi.ai/","content":{"availability":"Valdi generally has high availability of its GPUs that it offers on-demand.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Bare Metal"},{"description":"","title":"Interconnected Clusters"}],"highlights":[{"description":"","icon":"","title":"Great Availability"},{"description":"","icon":"","title":"Wide Geographic Footprint"},{"description":"","icon":"","title":"Bare Metal On-Demand"},{"description":"","icon":"","title":"Reservation Pricing"}],"overview":"Valdi works directly with data centers to provide low cost GPUs at a reduced cost compared to other providers. Valdi finds GPUs with data centers that typically work only with enterprises and offers those machines direct to consumer through their platform. Valdi was recently acquired by Storj, the distributed cloud storage company, and will continue its operations in conjunction with Storj.","pricing":"Valdi works with a range of data centers to power its cloud platform. Valdi focuses on lower cost data centers and passes the savings on to end users. ","relevant_links":[{"title":"Website","url":"https://valdi.ai/"},{"title":"Docs","url":"https://docs.valdi.ai/"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/valdilabs/"},{"title":"Twitter","url":"https://x.com/valdilabs"}]},"info":{"datacenter_tier":"Unknown","founded":"2022","founders":"Nikhil Jain","funding":"Unknown","gpu_variety":"Medium","headquarters":"Los Angeles, USA","merits":["Varies"],"network_speed":"","persistent_storage":"Not Supported"}},{"cloud":"vultr","display_name":"Vultr","subtext":"VPS hosting provider turned GPU cloud and baremetal provider","price_meter":2,"availability_meter":"medium","website":"https://www.vultr.com/","content":{"availability":"Vultr has an abundance of regions that offer GPUs. In any given region, the availability of A100s fluctuates but on an aggregate across all regions, there is almost always availability. For all other GPU types, availability is fairly abundant.","features":[{"description":"","title":"Shadeform Integrated"},{"description":"","title":"Bare Metal"},{"description":"","title":"Persistent Storage"},{"description":"","title":"Interconnected Clusters"}],"highlights":[{"description":"","icon":"","title":"Nvidia Cloud Partner"},{"description":"","icon":"","title":"Wide Selection"},{"description":"","icon":"","title":"Wide Geographic Footprint"}],"overview":"Vultr is a cloud infrastructure provider offering a wide range of cloud computing services, including virtual machines, bare metal servers, and managed kubernetes. It is known for its global network of data centers. Vultr originally started as a web hosting platform and pivoted into AI and GPU infrastructure in the last few years. As an early mover in the space, Vultr has more software features than most other cloud providers that specialize in GPUs.","pricing":"Vultr provides a range of GPUs in the middle of the market. Vultr primarily focuses its cloud efforts on large scale clusters and can offer significant discounts on large cluster reservations.","relevant_links":[{"title":"Website","url":"https://www.vultr.com/"},{"title":"Docs","url":"https://docs.vultr.com/"},{"title":"LinkedIn","url":"https://www.linkedin.com/company/vultr"},{"title":"Twitter","url":"https://x.com/Vultr"}]},"info":{"datacenter_tier":"Unknown","founded":"2014","founders":"David Aninowsky","funding":"Unknown","gpu_variety":"High","headquarters":"West Palm, USA","merits":["SOC II"],"network_speed":"","persistent_storage":"Supported"}}]