Cloud GPU providers have become essential resources for companies and individuals working on AI, machine learning, and other compute-intensive projects. With numerous options available, finding the right provider with suitable pricing and specifications can significantly impact your project's success and budget.
Linode (Akamai)
Linode, now part of Akamai, offers GPU compute solutions for AI, machine learning, and video processing workloads. Their services include:
- On-demand GPU access for parallel processing
- Available in North America, Mumbai, Singapore, and Frankfurt
- Equipped with NVIDIA Quadro RTX 6000 GPUs
- Transparent technical specifications
- Dedicated plans for consistent performance
PaperSpace
PaperSpace positions itself as "the GPU Cloud built for machine learning" with several key features:
- Per-second billing for cost efficiency
- Rapid setup from signup to model training
- On-demand computing resources
- Comprehensive pricing comparison tools against competitors
- Gradient platform for simplified machine learning development
Google Cloud Vertex AI
Google's Vertex AI offers a comprehensive suite of machine learning tools:
- AutoML capabilities for simplified model creation
- Custom training options for complete control
- Model Garden with pre-built LLMs and AI systems
- Integrated data preparation workflows
- Model evaluation and serving capabilities
Lambda
Lambda presents itself as offering the best prices for cloud GPU access:
- Features the new NVIDIA H100 Tensor Core GPUs
- A10 instances starting at $0.60 per hour
- Pre-configured environments for immediate machine learning work
- One-click Jupiter notebook access
- Pre-installed frameworks including TensorFlow, PyTorch, and CUDA
- Wide variety of GPU options from H100 to Tesla V100
Genesis Cloud
Genesis Cloud focuses on affordability with gaming GPUs:
- RTX 3060, 3080, and 3090 options
- Costs around $0.70 per hour
- Free credits for new users
- Based in Munich, Germany
Floyd Stack
Calling itself "the Airbnb of GPU compute," Floyd Stack offers:
- Location options across Illinois, Norway, Iceland, Texas, and more
- Flexible server configurations starting at $2/hour
- 4GB RAM configurations with CPU costs calculated separately
- SSD storage included
Vast AI
Positioning as the "market leader in low-cost Cloud GPU rental," Vast AI provides:
- Docker ecosystem integration
- Both GUI and CLI interfaces
- Real-time automatic benchmarking
- Transparent pricing models
- Global availability including locations in Europe and Asia
CoreWeave
CoreWeave stands out as an enterprise-grade solution:
- H100 GPUs starting at $2 per hour
- Comprehensive cloud architecture
- Container services and high-performance networking
- Recently partnered with Inflection AI to deploy 22,000 H100 GPUs
- Based in New Jersey, USA
When selecting a GPU provider, compare pricing carefully and be aware of additional costs for storage, networking, and CPU compute that may not be included in the advertised rates.
BlackSkye offers an alternative approach as a decentralized GPU marketplace connecting users with providers who have idle GPU resources.
By enabling real-time pricing and pay-per-job billing with performance transparency, BlackSkye aims to make high-performance computing more accessible and cost-effective than traditional cloud services. 🚀