Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Qubinets records 802 monthly visits with 0% growth and Freemium pricing.
Serverless cloud infrastructure for AI and data workloads
Simpler AI and big-data infrastructure on Kubernetes
| Dimension / Metric | | |
|---|---|---|
| Official Domain | modal.com | qubinets.com |
| Pricing Model | Freemium, Contact for Pricing | Freemium |
| Monthly Visits | 1.2M (1,196,021) | 802 (802) |
| MoM Traffic Delta | +277.18K (+30.2%) | +802 (0%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🇹🇭 Thailand (100%) |
| Direct Visits / mo | 845.64K | 334 |
| User Rating | 4.8 | 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.
Simpler AI and big-data infrastructure on Kubernetes
Get AI and big-data workloads running on Kubernetes without wiring every component by hand.
Assemble and manage data pipelines that feed models and analytics workloads.
An open-source core that teams can inspect, extend and self-host.
Build and run AI agents alongside your infrastructure rather than as a separate silo.
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
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
An AI-native cloud built from silicon to API for training, tuning, and serving models
An AI-native cloud built from silicon to API for training, tuning, and serving models
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
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.
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
Cloud Linux VMs built for developers and their AI agents
Cloud Linux VMs built for developers and their AI agents
