Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Charm (Mods) records 286 monthly visits with 0% growth and Free pricing.
Serverless cloud infrastructure for AI and data workloads
Open-source tools and libraries that make the command line glamorous
| Dimension / Metric | ||
|---|---|---|
| Official Domain | modal.com | charm.sh |
| Pricing Model | Freemium, Contact for Pricing | Free |
| Monthly Visits | 1.2M (1,196,021) | 286 (286) |
| MoM Traffic Delta | +277.18K (+30.2%) | +286 (0%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🌐 Global (—) |
| Direct Visits / mo | 845.64K | 112 |
| User Rating | 4.8 | 4.8 |
| 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.
Open-source tools and libraries that make the command line glamorous
A terminal-based coding agent that connects your tools, code, and workflows to the LLM of your choice, available on macOS, Linux, Windows, and BSD.
The Go framework behind a large share of modern terminal interfaces, complemented by Lip Gloss for styling, Huh for forms, Bubbles for widgets, and Wish for SSH apps.
Small, focused tools including gum for shell scripts, glow for markdown, vhs for terminal GIFs, skate for key-value storage, and Pop for command-line email.
Coding-optimized, high-availability, cost-efficient hosting for open-source models, with a platform layer for production CLI workloads.
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.
The AI developer cloud for GPU pods, serverless inference and clustering
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
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.
High-trust frontier inference, encrypted end to end
High-trust frontier inference, encrypted end to end
SpecialistLow-cost serverless inference APIs for 200+ open models
Fast Apply and agent-tuned inference for coding agents
Fast Apply and agent-tuned inference for coding agents
The AI cloud built by the creators of PyTorch Lightning
SpecialistCombines ready-to-use model APIs and serverless GPU jobs, with simpler API consumption than custom Modal apps.
Self-hosted cloud development environments and AI coding agents for enterprise teams
