# Lambda Lambda provides AI cloud computing infrastructure, offering on-demand NVIDIA GPU instances, managed clusters, and large-scale Superclusters for frontier AI training and inference, with per-minute pricing and no egress fees. Status: provisional Last verified: 2026-08-31T22:25:03.000Z ## Evidence - (single_source) CVPR 2026 was held in Denver with more than 9,000 attendees. - supports https://lambdalabs.com/blog/author/chuan-li > The Lambda Deep Learning Blog | Chuan Li # The Lambda Deep Learning Blog GENERAL ENGINEERING Published on June 9, 2026 by Chuan Li and Ksenia Anske ## Building at the speed of research: Lambda at CVPR 2026 Every year, CVPR draws the researchers defining what AI can see, understand, and act on. This year in Denver, more than 9,000 attendees showed up with over ... Published on April 23, 2026 by Chuan Li ## ICLR 2026: 12 papers on making AI systems reliable, efficient, and secure A 7B agent that beats GPT-4o. Lossless weight compression that speeds up inference by 177%. An arena where 23 teams battled across 103,000 adversarial rounds. ... Published on December 15, 2025 by Chuan Li ## From bigger models to better intelligence: what NeurIPS 2025 tells us about progress https://lamb - (single_source) Lambda Cloud offers on-demand NVIDIA GPU instances including HGX B200, H100, A100, and GH200 models. - supports https://lambdalabs.com/cloud > Rent NVIDIA GPUs on demand: H100, H200, and B200 | Lambda # Breakthroughs on demand Train, fine-tune, and serve models on 1 to 8 NVIDIA GPU instances ## Designed for builders Launch NVIDIA HGX B200, H100, A100, or GH200 instances in minutes with self-serve, first-come access. ### Launch in minutes Spin up an instance and get straight to training or inference. No lengthy setup, no driver installs, just NVIDIA GPUs on Lambda Stack. ### Multi-GPU instances Choose 8x, 4x, 2x, or 1x GPU instances to fit a wide range of AI workloads, from POC to production. ### Use UI, API, or CLI Automate with the Lambda Cloud API to create, stop, and restart instances from your CLI, CI/CD, or orchestration scripts. ## Pay by the minute Transparent pricing with no egress fees. 8x4x2x1x | Plan | VR - (single_source) Lambda provides AI compute in the cloud, offering supercomputers for training and inference with high-density power, liquid cooling, and NVIDIA GPUs in one system. - supports https://lambdalabs.com/ > AI compute in the cloud | Lambda The Superintelligence Cloud # Supercomputers for training and inference # Supercomputers for training and inferenceSuupercomputeers for training aand inference Launch GPU instance Talk to our team ## You bring models. We bring compute. Complete AI factories with high-density power, liquid cooling, and NVIDIA GPUs in one system. ## Your supercomputer.Your rules. Train foundation models and serve billions of tokens on dedicated, single-tenant infrastructure. ## Experts and orchestration included. Managed clusters and co-engineering from the team building infrastructure for the largest AI labs. ## Built for AI. Ready for superintelligence. ### You bring models. We bring the compute.− Get complete AI factories integrating high-density power, liquid - (single_source) Lambda Cloud charges by the minute with transparent pricing and no egress fees. - supports https://lambdalabs.com/cloud > Rent NVIDIA GPUs on demand: H100, H200, and B200 | Lambda # Breakthroughs on demand Train, fine-tune, and serve models on 1 to 8 NVIDIA GPU instances ## Designed for builders Launch NVIDIA HGX B200, H100, A100, or GH200 instances in minutes with self-serve, first-come access. ### Launch in minutes Spin up an instance and get straight to training or inference. No lengthy setup, no driver installs, just NVIDIA GPUs on Lambda Stack. ### Multi-GPU instances Choose 8x, 4x, 2x, or 1x GPU instances to fit a wide range of AI workloads, from POC to production. ### Use UI, API, or CLI Automate with the Lambda Cloud API to create, stop, and restart instances from your CLI, CI/CD, or orchestration scripts. ## Pay by the minute Transparent pricing with no egress fees. 8x4x2x1x | Plan | VR - (single_source) Lambda offers managed clusters and co-engineering from the team building infrastructure for the largest AI labs. - supports https://lambdalabs.com/ > AI compute in the cloud | Lambda The Superintelligence Cloud # Supercomputers for training and inference # Supercomputers for training and inferenceSuupercomputeers for training aand inference Launch GPU instance Talk to our team ## You bring models. We bring compute. Complete AI factories with high-density power, liquid cooling, and NVIDIA GPUs in one system. ## Your supercomputer.Your rules. Train foundation models and serve billions of tokens on dedicated, single-tenant infrastructure. ## Experts and orchestration included. Managed clusters and co-engineering from the team building infrastructure for the largest AI labs. ## Built for AI. Ready for superintelligence. ### You bring models. We bring the compute.− Get complete AI factories integrating high-density power, liquid - (single_source) Lambda Cloud instances can be automated via the Lambda Cloud API from CLI, CI/CD, or orchestration scripts. - supports https://lambdalabs.com/cloud > Rent NVIDIA GPUs on demand: H100, H200, and B200 | Lambda # Breakthroughs on demand Train, fine-tune, and serve models on 1 to 8 NVIDIA GPU instances ## Designed for builders Launch NVIDIA HGX B200, H100, A100, or GH200 instances in minutes with self-serve, first-come access. ### Launch in minutes Spin up an instance and get straight to training or inference. No lengthy setup, no driver installs, just NVIDIA GPUs on Lambda Stack. ### Multi-GPU instances Choose 8x, 4x, 2x, or 1x GPU instances to fit a wide range of AI workloads, from POC to production. ### Use UI, API, or CLI Automate with the Lambda Cloud API to create, stop, and restart instances from your CLI, CI/CD, or orchestration scripts. ## Pay by the minute Transparent pricing with no egress fees. 8x4x2x1x | Plan | VR - (single_source) Lambda offers Superclusters for frontier AI, providing single-tenant, shared-nothing AI cloud ranging from 4,000 to 165,000+ NVIDIA GPUs. - supports https://lambdalabs.com/service/gpu-cloud/private-cloud > Superclusters | Lambda # Superclusters for frontier AI Single-tenant, shared-nothing AI cloud from 4,000 to 165,000+ NVIDIA GPUs, purpose-built and production-ready for large-scale training and inference. Talk to our team ## Do more with every watt Access more AI compute per watt with liquid-cooled, high-density clusters. Each single-tenant deployment provides full observability and expert co-engineering for maximum performance and production-grade reliability. ## Purpose-built AI cloud ### Enterprise-grade security Physically isolated, single-tenant clusters with encrypted storage, secure enclosures, and granular access controls ### Customized for your workloads Clusters co-engineered to fit your AI workload for a wide range of models, frameworks, and performance requirements # - (single_source) Lambda's privacy policy applies to its websites located at lambda.ai and its GPU Cloud platform available at lambda.ai/cloud/login. - supports https://lambdalabs.com/legal/privacy-policy > Privacy Policy | Lambda # Privacy policy Last updated: January 1, 2026 We at Lambda, Inc. (“Lambda”, “us”, “we”, or “our”) endeavor to respect your privacy. This Privacy Policy (“Policy”) is designed to help you understand how we collect, use, safeguard, share, and disclose your personal information in connection with our products and services. It also explains your rights and choices with respect to your personal information. This Policy applies when you interact or make a purchase through our websites located at lambda.ai, and any other websites, pages, features or content we own or operate (collectively, the “Site(s)”); when, as a subscriber to our GPU Cloud, you use our Cloud available through the online platform at lambda.ai/cloud/login (the “Platform”); or other products or servic - (single_source) Lambda Cloud offers multi-GPU instances in configurations of 8x, 4x, 2x, or 1x GPU. - supports https://lambdalabs.com/cloud > Rent NVIDIA GPUs on demand: H100, H200, and B200 | Lambda # Breakthroughs on demand Train, fine-tune, and serve models on 1 to 8 NVIDIA GPU instances ## Designed for builders Launch NVIDIA HGX B200, H100, A100, or GH200 instances in minutes with self-serve, first-come access. ### Launch in minutes Spin up an instance and get straight to training or inference. No lengthy setup, no driver installs, just NVIDIA GPUs on Lambda Stack. ### Multi-GPU instances Choose 8x, 4x, 2x, or 1x GPU instances to fit a wide range of AI workloads, from POC to production. ### Use UI, API, or CLI Automate with the Lambda Cloud API to create, stop, and restart instances from your CLI, CI/CD, or orchestration scripts. ## Pay by the minute Transparent pricing with no egress fees. 8x4x2x1x | Plan | VR - (single_source) Lambda, Inc. is the legal entity behind Lambda, and its privacy policy was last updated on January 1, 2026. - supports https://lambdalabs.com/legal/privacy-policy > Privacy Policy | Lambda # Privacy policy Last updated: January 1, 2026 We at Lambda, Inc. (“Lambda”, “us”, “we”, or “our”) endeavor to respect your privacy. This Privacy Policy (“Policy”) is designed to help you understand how we collect, use, safeguard, share, and disclose your personal information in connection with our products and services. It also explains your rights and choices with respect to your personal information. This Policy applies when you interact or make a purchase through our websites located at lambda.ai, and any other websites, pages, features or content we own or operate (collectively, the “Site(s)”); when, as a subscriber to our GPU Cloud, you use our Cloud available through the online platform at lambda.ai/cloud/login (the “Platform”); or other products or servic ## Timeline - 2026-08-31T22:14:46.000Z: Lambda offers AI cloud compute with supercomputers featuring liquid cooling and NVIDIA GPUs. Lambda provides managed clusters and co-engineering support for AI infrastructure. Lambda Cloud offers on-demand NVIDIA GPU instances including B200, H100, A100, and GH200. Lambda Cloud supports multi-GPU instance configurations of 8x, 4x, 2x, or 1x GPU. Lambda Cloud charges per minute with transparent pricing and no egress fees. Lambda Cloud instances are automatable via API from CLI, CI/CD, or orchestration scripts. Lambda offers Superclusters with 4,000 to 165,000+ NVIDIA GPUs for frontier AI. Lambda, Inc. is the legal entity behind Lambda with a privacy policy updated January 1, 2026. Lambda's privacy policy covers its lambda.ai websites and GPU Cloud platform.