Modal
Cloud platform for running generative AI models, batch jobs, and web apps without managing infrastructure.
Pricing $0.10 per GPU hour
Category specialized
Difficulty Advanced
Type Web App
Status Active
Anyscale
Production AI platform built on Ray for training, fine-tuning, and serving LLMs at scale with 10x cost savings.
Pricing $1 per hour compute
Category specialized
Difficulty Advanced
Type SaaS
Status Active
Feature Tags Comparison
Only in Modal
serverless gpumodel servingbatch processingcloud computepython
Shared
ml infrastructure
Only in Anyscale
ray platformdistributed aiscalable computingllm servinganyscale
Key Features
Modal
- • Serverless GPUs | Function deployment | Auto-scaling | Container runtime | Scheduled jobs | Web endpoints | Shared volumes | Secret management | Team features | Git integration | Monitoring | Fast cold starts
Anyscale
- • Ray distributed framework | LLM fine-tuning | Model serving | Batch inference | RLlib for RL | Hyperparameter tuning | Multi-cloud deployment | Auto-scaling | Observability tools | Cost optimization | Team collaboration | Enterprise security
Use Cases
Modal
- → Model serving
- → batch inference
- → fine-tuning
- → web applications
- → data processing
- → scheduled tasks
Anyscale
- → Large-scale LLM training
- → model fine-tuning & serving
- → hyperparameter optimization
- → batch inference pipelines
- → reinforcement learning
- → distributed computing
Perfect For
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ML engineers, AI startups, data scientists, researchers, full-stack developers, AI companies, enterprises
Anyscale
ML engineers, data scientists, AI researchers, enterprises, ML platform teams, cloud architects, AI startups, Fortune 500
Capabilities
Modal
Serverless GPUs Expert
Pure Python Professional
Fast Scaling Advanced
Full Stack Professional
Anyscale
Infinite Scale Expert
Ray Native Professional
Cost Optimization Advanced
Full Lifecycle Professional
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