Captum records 4,464 monthly visits with -42.7% month-over-month growth and Free pricing. Vana records 5,701 monthly visits with -45.5% growth and Free pricing.
Open-source model interpretability for PyTorch
Open data infrastructure where people own and authorize the data behind AI
| Dimension / Metric | | |
|---|---|---|
| Official Domain | captum.ai | vana.com |
| Pricing Model | Free | Free |
| Monthly Visits | 4.46K (4,464) | 5.7K (5,701) |
| MoM Traffic Delta | -3.33K (-42.7%) | -4.76K (-45.5%) |
| Primary Market & Share | 🇺🇸 United States (97.2%) | 🇺🇸 United States (25.7%) |
| Direct Visits / mo | 1.56K | 2.34K |
| User Rating | 4.7 | 4.2 |
| Supported Platforms | Website | Website |
Open-source model interpretability for PyTorch
Integrated Gradients, GradientShap, Saliency, Occlusion, DeepLIFT and related methods behind a single consistent interface.
Works across vision, text and other modalities, so the same interpretability workflow applies to different model types.
Supports most PyTorch model architectures and requires little or no modification to the original network.
An open-source, generic library for interpretability research where new algorithms can be implemented and benchmarked.
Open data infrastructure where people own and authorize the data behind AI
People collect data from services they already use through open-source connectors, and that data stays on their own device or encrypted storage they control.
A locally running access engine encrypts data and releases it only against a valid on-chain permission, with every read written to a reviewable access log.
Install @opendatalabs/vana-sdk to request user-approved data, read it from a Personal Server, and settle protocol fees from an app escrow balance.
Groups pool data for privacy-preserving compute jobs, so contributions can be used by AI without exposing raw records.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceGoogle's family of lightweight, open-weight AI models
Free / Open-sourceGoogle's family of lightweight, open-weight AI 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
Free / Open-sourceBuild, train, and deploy computer vision for the physical world
Free / Open-sourceBuild, train, and deploy computer vision for the physical world
Web search API and crawler built for AI agents
The data, evaluations and systems behind AI that has to be right.
Free / Open-sourceServerless, decentralized inference for open-source AI models
One universal API for 500+ AI models and 1,000+ agentic tools
Free / Open-sourceLabel any data. Evaluate any AI.
One scraping API that turns any website into agent-ready JSON
Free / Open-sourceHuawei's open-source all-scenario deep learning framework
Free / Open-sourceHuawei's open-source all-scenario deep learning framework
Frontier sovereign AI — verifiable, private, compounding
Frontier sovereign AI — verifiable, private, compounding
