Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Outerbase records 9,191 monthly visits with +13% growth and Contact for Pricing pricing.
Serverless cloud infrastructure for AI and data workloads
The AI-powered interface for every database you run
| Dimension / Metric | | |
|---|---|---|
| Official Domain | modal.com | outerbase.com |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.2M (1,196,021) | 9.19K (9,191) |
| MoM Traffic Delta | +277.18K (+30.2%) | +1.06K (+13%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🇺🇸 United States (35.1%) |
| Direct Visits / mo | 845.64K | 3.64K |
| User Rating | 4.8 | 4.3 |
| Supported Platforms | Website | Website |
Serverless cloud infrastructure for AI and data workloads
Write plain Python, attach GPUs or containers, and deploy HTTPS endpoints that autoscale with traffic and scale to zero when idle.
Launch isolated, secure environments for coding agents, RL rollouts, and untrusted code, with sub-second starts and support for over a million concurrent sandboxes.
Run fine-tunes, LoRA, full training, and reinforcement learning on elastic single or multi-node GPU capacity with no quota requests.
Serve LLMs and image, video, or audio models through OpenAI-compatible endpoints, or bring your own inference stack and let Modal handle the infrastructure.
The AI-powered interface for every database you run
Type a question in plain English and get an instant answer drawn from your connected data, without writing SQL by hand.
The AI editor reviews your SQL, corrects mistakes and suggests improvements, then turns result sets into presentation-ready charts automatically.
A snappy grid built from scratch for fast navigation of large tables, with customizable table plugins and edit-in-place controls.
Compose analytics boards manually or hand them to the AI, then embed charts anywhere using open-source web components.
SpecialistExtremely fast serverless execution optimized specifically for generative media models rather than general Python code.
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.
Provides flexible GPU infrastructure and serverless endpoints, though less focused on pure Python function decorators.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
Rent cloud GPUs by the second from a global marketplace
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.
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.
Easier model packaging via Cog, but offers less arbitrary serverless Python container execution than Modal.
Free / Open-sourceAn agentic analytics platform that turns questions into governed, trusted answers
Free / Open-sourceAn agentic analytics platform that turns questions into governed, trusted answers
Free / Open-sourceChat with your data to get analysis, charts, reports, and slides
Free / Open-sourceChat with your data to get analysis, charts, reports, and slides
SpecialistLow-cost serverless inference APIs for 200+ open models
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
SpecialistCombines ready-to-use model APIs and serverless GPU jobs, with simpler API consumption than custom Modal apps.
Free / Open-sourceThe AI spreadsheet that connects to your data and explains its answers
Free / Open-sourceThe AI spreadsheet that connects to your data and explains its answers
