Apify vs Modal

Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams

SpecialistExtremely fast serverless execution optimized specifically for generative media models rather than general Python code.

Provides flexible GPU infrastructure and serverless endpoints, though less focused on pure Python function decorators.

Free / Open-sourceProvides direct LLM-ready markdown conversion via API, but lacks Apify's massive marketplace of pre-built scraping actors.

SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.

SpecialistBuild GTM systems that turn data into revenue

Rent cloud GPUs by the second from a global marketplace

Delivers robust enterprise GPU clusters and managed inference, requiring more infrastructure setup than Modal's serverless approach.

Easier model packaging via Cog, but offers less arbitrary serverless Python container execution than Modal.

Offers enterprise-grade proxy networks and raw web data infrastructure, but lacks Apify's plug-and-play actor marketplace.

SpecialistLow-cost serverless inference APIs for 200+ open models

SpecialistAutomates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors.