Modal from Modal spins up GPU containers from Python decorators without managing Kubernetes. It is aimed at engineers running inference and training bursts, with a paid per-second GPU billing with free monthly credits. Python-centric model; teams on other languages need wrappers. Editorial teams should verify fit against their compliance and workflow needs before rolling it out broadly.
Modal
Modal
Serverless GPUs for Python ML jobs
FreemiumScore 72.5#88 overall#8 in AI Infrastructure
77 editorial upvotes · editor score 4.5 / 5
Specs
| Pricing | Freemium |
|---|---|
| Starting price | — |
| Free tier | Yes |
| Platforms | API, CLI |
| Launched | Jan 1, 2021 |
| Last verified | Oct 18, 2026 |
| Vendor | Modal |
Highlights
- Serverless GPUs
- Python SDK
Pros
- Delightful DX
- Fast cold starts
Cons
- Python-first
Alternatives
- Vercel AI SDKTypeScript toolkit for streaming LLM UIs78.9
- Databricks AILakehouse platform with Mosaic AI models77.1
- PineconeManaged vector database for semantic search76.0
- Weights & BiasesMLOps platform for experiment tracking75.3
- CoreWeaveGPU cloud optimized for AI workloads73.1
- LangfuseOpen-source LLM engineering analytics73.0
Reviews
Reviews open in the next release. Editor scores on this page are editorial estimates, not user ratings.