Gradient AI Infrastructure

Gradient AI Infrastructure

Gradient AI Infrastructure

Dedicated GPU clusters combined with state of the art inference and fine-tuning

We provide the most cost-effective compute infrastructure, optimized for corporate AI tasks. Dedicated GPU clusters coupled with Gradient's AI Foundry, allows companies to effortlessly design and launch numerous specialized models at a considerably lower cost.

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Gradient LLM Development

Gradient GPU Clusters

Gradient GPU Clusters

Gradient LLM Development

Gradient GPU Clusters

Gradient Serverless and
Dedicated Inference

Gradient Serverless and
Dedicated Inference

Setup RAG in Seconds

Gradient's Accelerator Block for RAG enables you setup production grade RAG instantly. Fully managed, no setup required, and is already optimized for performance.

Setup RAG in Seconds

Gradient's Accelerator Block for RAG enables you setup production grade RAG instantly. Fully managed, no setup required, and is already optimized for performance.

Serverless and Dedicated Instances

Whether you're optimizing for enhanced privacy or cost-efficiency, Gradient offers both serverless and dedicated instances for you to deploy in your preferred environment including VPC or on-premise.

Build, Test, and Deploy

No infrastructure or setup required. Gradient provides everything you need to scale your business , including a playground to test your models before you deploy.

Seamless Integrations

Gradient works directly with industry-leading technology partners, to help simplify your AI development process.

Seamless Integrations

Gradient works directly with industry-leading technology partners, to help simplify your AI development process.

Serverless and Dedicated Instances

Whether you're optimizing for enhanced privacy or cost-efficiency, Gradient offers both serverless and dedicated instances for you to deploy in your preferred environment including VPC or on-premise.

Lowest Cost Per Token Available

Gradient dedicated inference provides the lowest cost per token available on the market, with a commitment as low as 1 month.

Build, Test, and Deploy

No infrastructure or setup required. Gradient provides everything you need to scale your business , including a playground to test your models before you deploy.

Easy-to-Use APIs

Easy-to-Use APIs

Easy-to-Use APIs

Easy-to-Use APIs

Gradient offers simple APIs for fine-tuning, RAG creation, generating inference and embeddings. Remove complex infrastructure and setup to accelerate AI development.

Gradient offers simple APIs for fine-tuning, RAG creation, generating inference and embeddings. Remove complex infrastructure and setup to accelerate AI development.

Gradient offers simple APIs for fine-tuning, RAG creation, generating inference and embeddings. Remove complex infrastructure and setup to accelerate AI development.

Fully Managed and Optimized

Fully Managed and Optimized

Fully Managed and Optimized

Fully Managed and Optimized

LLM development on Gradient is fully managed and optimized for performance. Setup production grade fine-tuning and RAG in seconds, no setup required.

LLM development on Gradient is fully managed and optimized for performance. Setup production grade fine-tuning and RAG in seconds, no setup required.

LLM development on Gradient is fully managed and optimized for performance. Setup production grade fine-tuning and RAG in seconds, no setup required.

Easily Build, Test, and Deploy

Easily Build, Test, and Deploy

Easily Build, Test, and Deploy

Easily Build, Test, and Deploy

No infrastructure or setup required. Gradient provides everything you need to scale with your business , including a playground to test your models before deployment.

No infrastructure or setup required. Gradient provides everything you need to scale with your business , including a playground to test your models before deployment.

No infrastructure or setup required. Gradient provides everything you need to scale with your business , including a playground to test your models before deployment.

Get Started

Lowest Cost Per Token Available

Gradient dedicated inference provides the lowest cost per token available on the market, with a commitment as low as 1 month.

Seamless Integrations

Seamless Integrations

Seamless Integrations

Gradient works directly with industry-leading technology partners, to help simplify your AI development process.

Gradient works directly with industry-leading technology partners, to help simplify your AI development process.

Gradient works directly with industry-leading technology partners, to help simplify your AI development process.

Gradient Serverless and
Dedicated Inference

Gradient LLM Development

Gradient LLM Development

Gradient LLM
Development

Gradient LLM Development

Serverless and Dedicated Instances

Serverless and Dedicated Instances

Serverless and Dedicated Instances

Serverless and Dedicated Instances

Whether you're optimizing for enhanced privacy or cost-efficiency, Gradient offers both serverless and dedicated instances for you to deploy in your preferred environment including VPC or on-premise.

Whether you're optimizing for enhanced privacy or cost-efficiency, Gradient offers both serverless and dedicated instances for you to deploy in your preferred environment including VPC or on-premise.

Whether you're optimizing for enhanced privacy or cost-efficiency, Gradient offers both serverless and dedicated instances for you to deploy in your preferred environment including VPC or on-premise.

More Value for Less

Highest Throughput Inference at Any Cost

Gradient's Serverless Inference provides you with more tokens per dollar, to help you query and fine-tune your apps. Pay as you go, with no setup or infrastructure required.

Lowest Cost Per Token Available

Highest Throughput Inference at Any Cost

Lowest Cost Per Token Available

Lowest Cost Per Token Available

Gradient's Dedicated Inference provides the lowest cost per token available on the market, with a commitment as low as 1 month.

Gradient's Dedicated Inference provides the lowest cost per token available on the market, with a commitment as low as 1 month.

Lowest Cost Per Token Available

Gradient dedicated inference provides the lowest cost per token available on the market, with a commitment as low as 1 month.

Highest Throughput Inference at Any Cost

Get the highest throughput possible to support your AI inference needs with Gradient dedicated clusters, which start at $3 per GPU hour for H100s and $1 per GPU hour for L40S.

  1. Mixtral 8x7B tested with batch size 64 and 128 token input/output length. Throughput calculated as tokens per second for equivalent price configuration of hardware on respective cloud providers.

Easy-to-Use APIs

To simplify your AI development process, Gradient provides simple web APIs for fine-tuning, embeddings, and inference - accessible via an easy-to-use CLI, Python SDK, and Javascript SDK.

  1. Mixtral 8x7B tested with batch size 64 and 128 token input/output length. Throughput calculated as tokens per second for equivalent price configuration of hardware on respective cloud providers.

Highest Throughput Inference at Any Cost

Get the highest throughput possible to support your AI inference needs with Gradient dedicated clusters, which start at $3 per GPU hour for H100s and $1 per GPU hour for L40S.

Easy-to-Use APIs

To simplify your AI development process, Gradient provides simple web APIs for fine-tuning, embeddings, and inference - accessible via an easy-to-use CLI, Python SDK, and Javascript SDK.

Highest Throughput Inference at Any Cost

Highest Throughput Inference at Any Cost

Highest Throughput Inference at Any Cost

Get the highest throughput possible to support your AI inference needs with Gradient dedicated clusters, which start at $3 per GPU hour for H100s and $1 per GPU hour for L40S.

  1. Mixtral 8x7B tested with batch size 64 and 128 token input/output length. Throughput calculated as tokens per second for equivalent price configuration of hardware on respective cloud providers.

Privacy and Security You Can Trust

Privacy and Security You Can Trust

Privacy and Security You Can Trust

Your data stays with you and won't be used to train new models. Gradient offers everything from VPC to on-premise and maintains the highest standards of compliance: SOC 2 Type 2, HIPAA & GDPR.

Gradient GPU Clusters

Gradient Serverless and
Dedicated Inference

Gradient Serverless and
Dedicated Inference

Gradient Serverless and
Dedicated Inference

Choose Your Hardware

L40S Node Specs

L40S
Node Specs

L40S
Node Specs

L40S
Node Specs

L40S
Node Specs

- 8x Nvidia L40S 48GB
- 600 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 2 x 4TB NVMe SSDs


Starting at $1.00 per GPU hour

- 8x Nvidia L40S 48GB
- 600 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 2 x 4TB NVMe SSDs

- 8x Nvidia L40S 48GB
- 600 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 2 x 4TB NVMe SSDs


Starting at $1.00 per GPU hour

- 8x Nvidia L40S 48GB
- 600 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 2 x 4TB NVMe SSDs


Starting at $1.00 per GPU hour

- 8x Nvidia L40S 48GB
- 600 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 2 x 4TB NVMe SSDs


Starting at $1.00 per GPU hour

Starting at $1.00 per GPU hour

H100 NVL Node Specs

H100 NVL
Node Specs

H100 NVL
Node Specs

- 8x Nvidia H100 NVL 96GB PCIE
- 800 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 4 x 4TB NVMe SSDs


Starting at $3.00 per GPU hour

- 8x Nvidia H100 NVL 96GB PCIE
- 800 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 4 x 4TB NVMe SSDs


Starting at $3.00 per GPU hour

- 8x Nvidia H100 NVL 96GB PCIE
- 800 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 4 x 4TB NVMe SSDs


Starting at $3.00 per GPU hour

H100 NVL
Node Specs

- 8x Nvidia H100 NVL 96GB PCIE
- 800 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 4 x 4TB NVMe SSDs


Starting at $3.00 per GPU hou

H100 NVL
Node Specs

- 8x Nvidia H100 NVL 96GB PCIE
- 800 Gbps Infiniband network
- 2x AMD EPYC 9474F 18 Cores 3.6GHz CPUs
- 1TB DDR5 Memory
- 4 x 4TB NVMe SSDs


Starting at $3.00 per GPU hou

Similar Performance, More Value

While L40S GPUs may not stack up to our H100 NVL GPUs, it does deliver A100-level performance at a more affordable price and outperforms A100s when it comes to generating images.

Gradient Research Grants

Gradient Research Grants

Gradient Research Grants

Gradient offers compute at a subsidized rate to educational institutions and researchers to support ongoing research endeavors. Contact our team to see how you can secure 30-50% lower rates compared to any other GPU provider.

Gradient offers compute at a subsidized rate to educational institutions and researchers to support ongoing research endeavors. Contact our team to see how you can secure 30-50% lower rates compared to any other GPU provider.

Gradient offers compute at a subsidized rate to educational institutions and researchers to support ongoing research endeavors. Contact our team to see how you can secure 30-50% lower rates compared to any other GPU provider.

Trusted by AI Startups Everywhere

Teams of all sizes build on top of the Gradient AI platform for their production needs.

Contact Us

Talk to our team about building your custom AI system and dedicated compute cluster.


  1. Mixtral 8x7B tested with batch size 64 and 128 token input/output length. Throughput calculated as tokens per second for equivalent price configuration of hardware on respective cloud providers.