Fast Facts
- 1.7 M+ models, 400 K datasets, 600 K Spaces available on the Hub
- All-in-one platform to explore/use the latest models
- Account tiers: Free, PRO ($9 / mo), Team ($20 user / mo), Enterprise ($50 user / mo)
- Spaces hardware pricing from $0.40 / hr (T4 small) → $23.50 / hr (8× L40 S)
- Inference Endpoints start at $0.03 / hr (CPU) and $0.50 / hr (single T4 GPU)
- Weekly “Trending” carousel surfaces the most-downloaded models, datasets & demos
Model & Dataset Hub
- What it is: Host unlimited public repos with version control
- Free: ✔
- Paid tiers: Private repos & storage upgrades
Spaces
- What it is: Deploy interactive ML apps (Gradio, Streamlit, Docker)
- Free: CPU basic
- Paid tiers: GPU upgrades from $0.40 / hr (L40S, A100, H200, etc.)
ZeroGPU & Dev Mode
- What it is: Free ephemeral H200 GPUs & VS Code/SSH for rapid prototyping
- Free: ✔
- Paid tiers: Higher quota & priority (PRO)
Inference Endpoints
- What it is: Serverless autoscaling API deployment
- Free: Pay-as-you-go from $0.03 / hr (CPU)
- Paid tiers: GPU, TPU, or AWS Neuron from $0.50 / hr (T4) upwards
Trending Dashboards
- What it is: Live charts of top models, datasets, Spaces each week
- Free: ✔
- Paid tiers: —
- What it is: Forum, blog, events, code-of-conduct & moderation
- Free: ✔
- Paid tiers: Team/Enterprise add SSO, audit logs
Amazon Bedrock – Fully managed service to build and scale generative AI apps using foundation models from multiple providers via a unified API.
Google Vertex AI – End-to-end platform for training, tuning, deploying, and scaling ML models with strong AutoML and enterprise integration.
Databricks MosaicML – Open-source and proprietary models with optimized infrastructure for efficient training and inference at scale.
Replicate – Model hosting and serverless inference with a simple API—ideal for deploying open-source models with pay-as-you-go pricing.
Modal – Developer-focused cloud platform for running Python code (including ML models) as serverless functions, with GPU access and scale automation.
RunPod – Cloud compute platform with per-second GPU rental and API-based deployment—popular for AI inference, training, and custom endpoints.
Banana.dev – Serverless GPU backend for deploying AI models with ultra-low cold start latency—built for startups needing scalable APIs.