Hugging Face records 31,232,542 monthly visits with +0.1% month-over-month growth and Freemium, Paid pricing. MindsDB (MindsHub) records 575 monthly visits with -24.5% growth and Freemium, Contact for Pricing pricing.
The open platform where the machine learning community hosts models, datasets, and AI apps
Every model, one key, and AI spending your team can actually control
| Dimension / Metric | | |
|---|---|---|
| Official Domain | huggingface.co | mindsdb.com |
| Pricing Model | Freemium, Paid | Freemium, Contact for Pricing |
| Monthly Visits | 31.23M (31,232,542) | 575 (575) |
| MoM Traffic Delta | +40.25K (+0.1%) | -187 (-24.5%) |
| Primary Market & Share | 🇺🇸 United States (19.1%) | 🌐 Global (—) |
| Direct Visits / mo | 13.4M | 227 |
| User Rating | 4.8 | 4.3 |
| Supported Platforms | Website | Website |
The open platform where the machine learning community hosts models, datasets, and AI apps
Search, download, and publish across millions of models and hundreds of thousands of datasets, complete with model cards, versioning, and citations.
Deploy Gradio, Streamlit, or static apps directly from a repository to show off a model, run comparisons, or share a tool with a public link.
Transformers, Diffusers, Datasets, Tokenizers, Accelerate, PEFT, TRL, and smolagents give you end-to-end tooling for training, fine-tuning, and inference.
Inference Providers route a single API to tens of thousands of models from multiple vendors, while Inference Endpoints spin up dedicated GPU hardware on demand.
Every model, one key, and AI spending your team can actually control
Call GPT, Claude, Gemini, DeepSeek, Qwen, Kimi, GLM, Grok and more through a single OpenAI- and Anthropic-compatible endpoint at api.mindshub.ai.
An open-source workspace where teams delegate research, analysis, reporting and coding tasks to agents powered by the model of their choice.
See daily spend broken down by model, team, member or API key, and cap it with monthly or daily budgets that alert or pause paid traffic.
Grant API-key creation or billing visibility through built-in or custom roles, and block or allow models per organisation, workspace or team.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
One API key for hundreds of AI models from every major provider
Free / Open-sourceEnables running and managing open-source LLMs locally on your hardware instead of relying on cloud hosting.
Free / Open-sourceEnables running and managing open-source LLMs locally on your hardware instead of relying on cloud hosting.
SpecialistFocuses strictly on community-driven discovery and sharing of generative image and video models rather than text LLMs.
SpecialistOne API for 1,500+ production-ready generative media models
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
Give your AI agents secure, authenticated access to 1,700+ apps
Give your AI agents secure, authenticated access to 1,700+ apps
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Offers cloud APIs for running and fine-tuning machine learning models with simpler pricing than custom infrastructure.
Offers cloud APIs for running and fine-tuning machine learning models with simpler pricing than custom infrastructure.
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Delivers ultra-fast serverless inference for open-weight models, prioritizing production throughput over community dataset sharing.
