Baseten
Best overallChecked 2h agoLink OKPro
Why it wins
ML infrastructure for deploying and serving models at scale.
When not to use
Usage-based pricing.
verified tools
AI for Developers29 of 30 steps (97%)
Best AI tools for Deploy AI models
Free options first. Curated shortlists with why each tool wins and when not to use it. · 406 reads
Best overall
Best free
BentoML
Best freeChecked 2h agoLink OKFree plan available
Why it wins
Open-source framework for building model serving endpoints.
When not to use
Self-hosting required.
Best for beginners
Replicate
Best for beginnersChecked 2h agoLink OKFree plan available
Why it wins
Run open-source models via API with zero infrastructure setup.
When not to use
Pay-per-second pricing.
Best for teams
Fireworks AI
Best for teamsChecked 2h agoLink OKPro
Why it wins
Fast inference platform for running open-source models.
When not to use
Volume-based pricing.