InsForge records 60,257 monthly visits with -11.3% month-over-month growth and Freemium, Contact for Pricing, Free pricing. Modal records 1,196,021 monthly visits with +30.2% growth and Freemium, Contact for Pricing pricing.
Agent-native cloud infrastructure that lets coding agents run the whole backend stack
Serverless cloud infrastructure for AI and data workloads
| Dimension / Metric | | |
|---|---|---|
| Official Domain | insforge.dev | modal.com |
| Pricing Model | Freemium, Contact for Pricing, Free | Freemium, Contact for Pricing |
| Monthly Visits | 60.26K (60,257) | 1.2M (1,196,021) |
| MoM Traffic Delta |
| -7.69K (-11.3%) |
| +277.18K (+30.2%) |
| Primary Market & Share | 🇺🇸 United States (32.2%) | 🇺🇸 United States (43.9%) |
|---|
| Direct Visits / mo | 31.4K | 845.64K |
|---|
| User Rating | 4.4 | 4.8 |
|---|
| Supported Platforms | Website | Website |
|---|
Agent-native cloud infrastructure that lets coding agents run the whole backend stack
Database, auth, storage and deploys are all driven by coding agents through CLI commands and skill files instead of manual dashboard work.
A structured, scalable Postgres database provisioned from day one, with vector storage for embeddings and semantic search.
Add sign-ups and logins with built-in OAuth providers, plus email-based OTP login in recent releases.
Route and configure AI models through one gateway rather than managing separate provider SDKs and keys.
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.
Give 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.
SpecialistLow-cost serverless inference APIs for 200+ open models
SpecialistCloud browsers and web APIs for AI agents
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.
SpecialistThe low-cost cloud sandbox where AI agents actually live
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.
Give 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.
SpecialistCloud browsers and web APIs for AI agents
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
SpecialistThe low-cost cloud sandbox where AI agents actually live
