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Modal vs Anyscale

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Modal compared with Anyscale
DetailModalAnyscale
What it doesThe platform for production AI Production-scale AI with Ray
StageNot given Not given
FoundedNot given Not given
Based inUS US
Pricing modelusage-based usage-based
PricingStarter plan is free with $30/month compute credits. Team plan is $250/month plus compute. Enterprise plan is custom. Compute is billed per second for CPU, GPU, and memory with no charges for idle time. Usage-based pay-as-you-go pricing with hourly compute charges; committed contracts available for volume discounts. Hosted option with Anyscale-managed infrastructure or Bring Your Own Cloud deployment available.
Key features
  • Serve LLMs, image, video, and audio models
  • Isolated environments for coding agents and RL rollouts
  • Fine-tune and train models on GPUs
  • Autoscale compute from zero to thousands of GPUs
  • Distributed storage for models and weights
  • Global capacity across 20+ clouds
  • Serverless functions with HTTPS endpoints
  • Out-of-the-box observability and logs
  • Multimodal data curation at scale
  • Distributed model training with elastic scaling
  • Batch embedding generation at scale
  • Multi-cloud deployment and orchestration
  • Cluster-backed development environments
  • Workload-specific observability and debugging
  • Production-grade managed Ray clusters
  • Access control and governance
  • GPU budget controls and cost attribution
  • Post-training with SkyRL and veRL support
What makes it different
  • Custom infrastructure built for AI including container runtime, storage, and scheduler
  • Sub-second container startup times for GPU workloads
  • Pay only by the second with no idle charges
  • Programmatically create millions of concurrent sandboxes
  • Built by creators of Ray, the world's most widely adopted AI compute engine
  • Multi-cloud deployment without code changes
  • Feels local but runs distributed
  • Unified GPU pooling across clouds and regions
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)80 no change since last check75 no change since last check
Trust Flow (Majestic)3329
Citation Flow (Majestic)5350
Referring domains (Majestic)61743293

6 details filled in for both companies.

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