Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Zeabur records 275,642 monthly visits with -15.9% growth and Free Trial, Paid pricing.
Serverless cloud infrastructure for AI and data workloads
AI DevOps engineer that deploys and scales your apps
| Dimension / Metric | | |
|---|---|---|
| Official Domain | modal.com | zeabur.com |
| Pricing Model | Freemium, Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 1.2M (1,196,021) | 275.64K (275,642) |
| MoM Traffic Delta | +277.18K (+30.2%) | -52.03K (-15.9%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🇹🇼 Taiwan (40%) |
| Direct Visits / mo | 845.64K | 153.95K |
| User Rating | 4.8 | 4.4 |
| 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.
AI DevOps engineer that deploys and scales your apps
An AI agent that reads your code, detects the language and framework, then plans builds and performs deployment actions from natural-language prompts.
Rent and manage discounted servers from AWS, Hetzner, Linode and others, or run dedicated compute in the region and provider you prefer.
Register domains, manage DNS records with automatic SSL, and send transactional or marketing email with SMTP configured automatically.
Deploy ready-made templates such as AI chatbots, Discord bots and forms in one click, or publish your own and earn money.
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.
SpecialistOptimized specifically for running cloud sandboxes and AI agents rather than general web app hosting.
SpecialistOptimized specifically for running cloud sandboxes and AI agents rather than general web app hosting.
SpecialistSelf-hosted cloud development environments and AI coding agents for enterprise teams
SpecialistTailored specifically for AI coding agents to provision databases, authentication, and hosting via CLI.
