ExaFreemium
A search API built for AI agents rather than humans — structured outputs, token-efficient highlights, and sub-200ms responses.
AI Infrastructure comparison
Exa vs Modal
Pricing, pros, cons, and ideal use cases — side by side.
ModalFreemium
A serverless cloud for running AI and data workloads — define infrastructure in Python and get on-demand GPUs without managing servers.
At a glance
| Exa | Modal | |
|---|---|---|
| Pricing | FreemiumFree trial via the dashboard; usage-based pricing published on the pricing page rather than the homepage. | FreemiumUsage-based compute pricing with a recurring free credit allowance for getting started. |
| Category | AI Infrastructure | AI Infrastructure |
| Ideal for | Teams building research and enrichment agentsDevelopers replacing scrape-and-parse pipelinesCoding agents needing current documentationAnyone paying too many tokens for web content | Engineering teams running GPU and batch AI jobsTeams doing fine-tuning and large-scale inferenceOrgs wanting infrastructure defined in code |
Pros & cons
Exa
Pros
- Roughly 90% token reduction versus fetching full pages
- Structured JSON output against your own schema
- Sub-180ms latency
- Zero data retention plus SOC 2 Type II and HIPAA coverage
- Used in production by Cursor, Cognition, and HubSpot
Cons
- Usage pricing is not on the homepage — model your volume first
- Another metered dependency in the agent loop
- Index coverage differs from Google; verify recall on your domain
- Overkill if you only need occasional lookups
Modal
Pros
- Define and scale infrastructure directly in Python
- On-demand GPUs with no cluster management
- Scales to zero — low idle cost
- Fast iteration for AI engineering teams
Cons
- Developer-centric — needs engineering capacity
- Usage costs need monitoring on heavy workloads
- Not a turnkey product for non-technical teams
Which should you choose?
Exa is built around teams building research and enrichment agents; Modal leans more toward engineering teams running gpu and batch ai jobs. Shortlist the one whose strengths line up with your biggest constraint.