Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Prized records 280 monthly visits with -99.1% growth and Freemium, Paid pricing.
Serverless cloud infrastructure for AI and data workloads
A cloud box for your AI agents, with localhost on your laptop
| Dimension / Metric | | |
|---|---|---|
| Official Domain | modal.com | prized.dev |
| Pricing Model | Freemium, Contact for Pricing | Freemium, Paid |
| Monthly Visits | 1.2M (1,196,021) | 280 (280) |
| MoM Traffic Delta | +277.18K (+30.2%) | -29.27K (-99.1%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🌐 Global (—) |
| Direct Visits / mo | 845.64K | 96 |
| User Rating | 4.8 | 4.1 |
| 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.
A cloud box for your AI agents, with localhost on your laptop
A single install command provisions a box preloaded with Claude Code and Codex, with your project files synced both ways between laptop and cloud.
Dev servers on ports 3000-9999 keep their numbers and surface on your own localhost, with WebSocket support, so local browsing just works.
Agents run inside tmux sessions that persist on the box, so you can close the lid, switch devices or SSH back in later without interrupting work.
One command copies your aliases, shell config, runtimes, Docker Compose services and environment so the box matches your dev machine.
Describe what you want and an AI agent builds the website, app, or SaaS product for you.
Describe what you want and an AI agent builds the website, app, or SaaS product for you.
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.
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.
The low-cost cloud sandbox where AI agents actually live
The low-cost cloud sandbox where AI agents actually live
Self-hosted cloud development environments and AI coding agents for enterprise teams
