Free AI tools for Deploy and serve AI models

Self-hosted OpenAI-compatible API for running LLMs and image models fully on-premise. No external API calls, data stays in your infrastructure.

Requires hardware provisioning and maintenance. not managed like cloud inference services.

Deploys Python functions and AI models as scalable serverless endpoints in minutes.

Cold-start latency for infrequent workloads.

Proxies LLM API calls with logging and caching to reduce cost and monitor deployments.

Does not manage infrastructure. only wraps existing API calls.

Unified API for 100+ LLMs with cost tracking and load balancing. self-hostable.

Adds a proxy hop. adds latency if not tuned properly.

Wraps any model in a shareable web UI in a few lines of Python. great for demos.

Not production-grade. UI customization is limited.

Deploy static sites and serverless functions with built-in CI/CD. Good for frontend and API deployments.

Not for GPU inference. best for web apps and serverless.

Deploy containers globally with edge regions. Good for low-latency model inference.

Requires Docker. less turnkey than managed ML platforms.

Run AI models at the edge with low latency. No GPU management. pay per inference.

Limited model selection. best for inference, not training.

Deploys models with autoscaling and comprehensive monitoring.

When you need custom inference acceleration.

Deploys models with autoscaling and comprehensive monitoring.

When you need custom inference acceleration.

Deploys models with autoscaling and comprehensive monitoring.

When you need custom inference acceleration.

Deploys models with autoscaling and comprehensive monitoring.

When you need custom inference acceleration.

Deploys models with autoscaling and comprehensive monitoring.

When you need custom inference acceleration.

Deploys models with autoscaling and comprehensive monitoring.

When you need custom inference acceleration.

Provides integrated capabilities within the broader ecosystem.

When you need specialized domain-specific features.

Provides integrated capabilities within the broader ecosystem.

When you need specialized domain-specific features.