Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Zapmail records 112,401 monthly visits with -5.9% growth and Paid pricing.
Serverless cloud infrastructure for AI and data workloads
Cold email infrastructure that actually reaches the inbox
| Dimension / Metric | | |
|---|---|---|
| Official Domain | modal.com | zapmail.ai |
| Pricing Model | Freemium, Contact for Pricing | Paid |
| Monthly Visits | 1.2M (1,196,021) | 112.4K (112,401) |
| MoM Traffic Delta | +277.18K (+30.2%) | -7.07K (-5.9%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🇺🇸 United States (26.6%) |
| Direct Visits / mo | 845.64K | 86.98K |
| 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.
Cold email infrastructure that actually reaches the inbox
Purchase or connect domains, auto-generate mailbox names, and get Google or Microsoft 365 accounts created, authenticated, and connected to your outreach platform in minutes.
SPF, DKIM, DMARC, and custom tracking domains are configured automatically with health checks, so you skip the manual DNS work that usually breaks deliverability.
Export mailboxes directly into Instantly, Smartlead, ReachInbox, Reply, Lemlist, and 50+ other outreach tools without manual credential juggling.
Run separate workspaces per client or campaign, with one domain per workspace so sending reputations stay isolated and manageable at scale.
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
Free / Open-sourceBrowser agents and stealth cloud browsers for real web tasks
Free / Open-sourceBrowser agents and stealth cloud browsers for real web tasks
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
Free / Open-sourceCloud browsers and web APIs for AI agents
Free / Open-sourceCloud browsers and web APIs for AI agents
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-sourceOne GTM data API for prospecting, enrichment and AI agents
