Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Webfuse records 54,641 monthly visits with +8.8% growth and Contact for Pricing pricing.
Serverless cloud infrastructure for AI and data workloads
Give AI agents real hands and eyes on any live web app
| Dimension / Metric | | |
|---|---|---|
| Official Domain | modal.com | webfuse.com |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.2M (1,196,021) | 54.64K (54,641) |
| MoM Traffic Delta | +277.18K (+30.2%) |
| +4.41K (+8.8%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🇺🇸 United States (12.9%) |
|---|
| Direct Visits / mo | 845.64K | 22.5K |
|---|
| 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.
Give AI agents real hands and eyes on any live web app
Expose live browser sessions to LLMs through the Model Context Protocol so agents can click, scroll, and fill forms.
Runs in the user's own browser with no extension or headless instance, giving native DOM access and zero added latency.
Add recording, sharing, element masking, access controls, or custom code modules to any third-party app without changing its source.
Audit logs, HD session recording, content masking, zero-trust controls, IP restrictions, and SSO for production agentic workflows.
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-sourceGive your AI agents secure, authenticated access to 1,700+ apps
#3
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
Delivers robust enterprise GPU clusters and managed inference, requiring more infrastructure setup than Modal's serverless approach.
Free / Open-sourceOne API key for agent-grade web search, fetch, browsing and automation
Free / Open-sourceWeb search API and crawler built for AI agents
Easier model packaging via Cog, but offers less arbitrary serverless Python container execution than Modal.
SpecialistLow-cost serverless inference APIs for 200+ open models
Free / Open-sourceBuild, share, and control AI agents that actually do the work
Free / Open-sourceThe universal context engine connecting agents to data, tools, and models
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-sourceGive your AI agents secure, authenticated access to 1,700+ apps
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
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.
Free / Open-sourceBuild, share, and control AI agents that actually do the work
