CT Read records 103,157 monthly visits with -5.8% month-over-month growth and Paid pricing. Hugging Face records 31,232,542 monthly visits with +0.1% growth and Freemium, Paid pricing.
AI analysis that turns X-rays, CT scans, MRI and ultrasound into plain-language reports
The open platform where the machine learning community hosts models, datasets, and AI apps
| Dimension / Metric | | |
|---|---|---|
| Official Domain | ctread.com | huggingface.co |
| Pricing Model | Paid | Freemium, Paid |
| Monthly Visits | 103.16K (103,157) | 31.23M (31,232,542) |
| MoM Traffic Delta | -6.33K (-5.8%) | +40.25K (+0.1%) |
| Primary Market & Share | 🇺🇸 United States (14.5%) | 🇺🇸 United States (19.1%) |
| Direct Visits / mo | 19.49K | 13.4M |
| User Rating | 3.8 | 4.8 |
| Supported Platforms | Website | Website |
AI analysis that turns X-rays, CT scans, MRI and ultrasound into plain-language reports
Interpret X-rays, CT scans, MRI, PET and ultrasound images with a single tool rather than separate services.
Upload DICOM files directly or use common formats such as JPG, JPEG and PNG.
Receive structured findings, recommendations and an easy-to-understand summary instead of raw radiology jargon.
Use the built-in online DICOM viewer, DICOM-to-JPG converter, DICOM-to-PDF converter and DICOM anonymiser at no cost.
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.
SpecialistA unified API gateway routing requests across hundreds of language models, but lacking dataset hosting.
SpecialistA unified API gateway routing requests across hundreds of language models, but lacking dataset hosting.
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-sourceAn alternative open-source model repository and community hub, featuring extensive regional models and online interactive demos.
Free / Open-sourceAn alternative open-source model repository and community hub, featuring extensive regional models and online interactive demos.
Free AI symptom checker developed by doctors
Provides robust serverless inference and fine-tuning APIs for open-source models, replacing Hugging Face's hosted endpoints.
Provides robust serverless inference and fine-tuning APIs for open-source models, replacing Hugging Face's hosted endpoints.
AI health guidance with licensed doctors on demand
AI health guidance with licensed doctors on demand
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.
Provides low-cost serverless inference and GPU rentals for open models, though without community spaces and datasets.
