CoreWeave
Specialized GPU cloud infrastructure for AI workloads. Enterprise-grade NVIDIA GPUs with Kubernetes orchestration and flexible deployment options.
$19B+
Valuation
4.7/5
G2 Rating
2017
Founded
Overview
CoreWeave is a specialized cloud provider focused on GPU-accelerated infrastructure for AI and machine learning workloads. Founded in 2017, CoreWeave offers access to the latest NVIDIA GPUs including H100, A100, and A40 with Kubernetes-native orchestration. The platform provides bare metal performance with cloud flexibility, targeting AI researchers, ML engineers, and enterprises building compute-intensive applications. CoreWeave has raised over $2B in funding and serves major AI companies.
The Verdict
Who Should Use CoreWeave?
Best For
- AI/ML companies needing large-scale GPU clusters for training and inference
- Enterprises requiring enterprise SLAs and dedicated infrastructure
- Teams already using Kubernetes looking for GPU-optimized cloud
Not Ideal For
- Small teams or individuals with limited budgets (premium pricing)
- Projects requiring only occasional GPU access
What's Great
- Latest NVIDIA GPUs (H100, A100, A40) with near-bare-metal performance
- Kubernetes-native platform with excellent orchestration capabilities
- Enterprise-grade SLAs and 24/7 support
- Fast provisioning and flexible scaling options
- Strong network infrastructure with low latency
Watch Out For
- Premium pricing compared to spot GPU marketplaces
- Steeper learning curve for teams unfamiliar with Kubernetes
- Limited availability during high-demand periods
Pricing
RTX A4000
$0.35/hr
Entry-level GPU for inference and light training
A40
$0.76/hr
Production inference and fine-tuning
A100 40GB
$2.06/hr
Large-scale training and inference
H100 80GB
$4.76/hr
Latest flagship GPU for frontier AI models
View all features & details
Key Features
- Latest NVIDIA GPUs: H100, A100, A40, RTX series
- Kubernetes-native orchestration
- Virtual server and bare metal options
- High-performance storage and networking
- On-demand and reserved instance pricing
- Enterprise SLAs and dedicated support
Platforms
- Kubernetes API
- TensorFlow, PyTorch, JAX
- Docker containers
- Linux-based instances
How It Compares
| Feature | CoreWeave | Lambda Labs | Vast.ai |
|---|---|---|---|
| H100 Pricing | $4.76/hr | $2.49/hr | $2.00/hr (spot) |
| Kubernetes Native | Yes | No | No |
| Enterprise SLA | Yes | Limited | No |
| Min Commitment | On-demand | On-demand | Pay-as-you-go |
| Support Level | 24/7 Enterprise | Community | |
| Best For | Enterprise AI workloads | Research & startups | Cost-conscious developers |
User Reviews
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