CoreWeave

Specialized cloud provider for GPU-accelerated workloads

enterpriseproductiongpucloudkubernetesenterprise

Memory Types

Integrations

kubernetes, docker, pytorch, tensorflow


Overview


CoreWeave is a specialized cloud provider focused on GPU-accelerated workloads, valued at over $7 billion. Originally a crypto mining operation, CoreWeave pivoted to providing GPU cloud infrastructure for AI, VFX, and rendering. The company has become a major player in AI infrastructure, competing with hyperscalers for LLM training and inference.


CoreWeave offers massive GPU clusters with latest hardware (H100, A100) on Kubernetes-native infrastructure. The platform is used by AI companies, VFX studios, and enterprises requiring large-scale GPU compute.


Key Features


  • **Massive GPU Scale**: Thousands of H100s available
  • **Kubernetes-Native**: Cloud-native infrastructure
  • **Latest Hardware**: H100, A100, A40, and more
  • **InfiniBand Networking**: Ultra-fast interconnects
  • **Bare Metal**: Direct hardware access
  • **Global Regions**: Multiple data centers
  • **Enterprise SLAs**: Production-grade reliability
  • **Custom Solutions**: Tailored deployments

  • When to Use CoreWeave


    CoreWeave is ideal for:

  • Large-scale LLM training
  • Production AI inference at scale
  • VFX rendering and simulation
  • Organizations needing thousands of GPUs
  • Enterprises wanting GPU-specialized cloud
  • Applications requiring InfiniBand

  • Pros


  • Massive GPU availability
  • Latest hardware (H100s)
  • Kubernetes-native
  • Competitive pricing vs. hyperscalers
  • Fast networking (InfiniBand)
  • Enterprise-grade infrastructure
  • $7B+ valuation shows stability
  • Growing rapidly

  • Cons


  • Enterprise-focused (high minimums)
  • Kubernetes knowledge required
  • Less diverse than AWS/GCP
  • Newer platform than hyperscalers
  • Limited non-GPU services
  • Primarily GPU workloads
  • Sales-driven (not self-service)
  • Geographic coverage limited vs. hyperscalers

  • Pricing


  • **H100 SXM**: ~$2-4/hour
  • **A100 80GB**: ~$2/hour
  • **Enterprise**: Volume discounts
  • **Contact Sales**: Custom quotes for scale