Kapsul records 0 monthly visits with -100% month-over-month growth and Free Trial, Paid pricing. Modal records 1,196,021 monthly visits with +30.2% growth and Freemium, Contact for Pricing pricing.
Storage as software: programmable, decentralized data infrastructure
Serverless cloud infrastructure for AI and data workloads
| +277.18K (+30.2%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (43.9%) |
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| Direct Visits / mo | 0 | 845.64K |
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| User Rating | 3.8 | 4.8 |
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| Supported Platforms | Website | Website |
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Storage as software: programmable, decentralized data infrastructure
Define privacy, encryption, replication and reliability rules per dataset so storage behavior follows your specification instead of a provider's defaults.
Spread data across several cloud providers or self-hosted nodes from one control surface, reducing single-vendor dependency.
Tailor encryption and access strategies to each application's data sensitivity, keeping sensitive workloads isolated without separate tooling.
Regulatory requirements are modeled as first-class storage settings, helping teams document and enforce data-handling policy.
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.
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.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
#3Rent 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.
The environments frontier AI trains on, and the agents that do the recurring work
SpecialistLow-cost serverless inference APIs for 200+ open models
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.
The multimodal data layer for computer vision and physical AI teams
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
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.
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.
The environments frontier AI trains on, and the agents that do the recurring work
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
