StreamlitvsModal

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Streamlit

Developer Tools

Turn Python scripts into interactive web apps

Modal

LLM APIs & Inference

Serverless platform for running AI and ML workloads

FeatureStreamlitModal
CategoryDeveloper ToolsLLM APIs & Inference
PricingFree (open-source) + CloudPay-per-use + $30 free/mo
GitHub Stars
More stars
35k
PlatformsLinux, macOS, Windows, WebWeb
Key Features
  • Data apps
  • Widgets
  • Charts
  • Deployment
  • Community cloud
  • Serverless GPU
  • Container orchestration
  • Cron jobs
  • Web endpoints
  • Fine-tuning
Pros
  • + Zero frontend knowledge needed
  • + Fastest prototyping tool
  • + Great for data apps
  • + Active community
  • + Free cloud hosting
  • + Serverless GPU with simple Python API
  • + $30/mo free credits
  • + Web endpoints and cron jobs
  • + Fast cold starts
  • + Great developer experience
Cons
  • Limited UI customization
  • Not ideal for production apps
  • Performance issues with large data
  • Reruns entire script on interaction
  • Python-only
  • Vendor lock-in risk
  • Debugging can be tricky
  • Pricing opaque for large workloads
Tags
pythondatadashboardopen-source
serverlessgpucloudinfrastructure

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