pupil-labs

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1. 9/14/2026

   Updated: best for, features, integrations, limitations, platforms, sources, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Researchers and professionals needing high-quality, calibration-free eye tracking in diverse environments and subjects."]

   After: ["Researchers and innovators needing detailed eye tracking data for diverse applications."]

   features

   Before: ["Automatic gaze mapping to real-world objects with no setup required.","AOI (Areas of Interest) and heatmaps for visualizing gaze data.","Cloud-based analysis with powerful algorithms running on cloud compute clusters.","Open source desktop software for real-time streaming, playback, and visualization of eye tracking data.","Neural network powered pipeline providing accurate and robust gaze, 3D eye-state, pupillometry, eyelids, and blinks data."]

   After: ["Automatic gaze mapping to real-world objects without setup.","AOI (Areas of Interest) and heatmaps for visualizing gaze data.","Cloud-based analysis with powerful algorithms running on compute clusters.","Open source data format and raw data access for transparency and flexibility.","Open source desktop software for real-time streaming, playback, and visualization."]

   integrations

   Before: []

   After: ["Supports integration with third-party software and system integrations such as Lab Streaming Layer and Network API."]

   limitations

   Before: []

   After: ["No explicit limitations stated on the pages."]

   platforms

   Before: ["Cloud-based platform (Pupil Cloud) for data storage, experiment management, and analysis."]

   After: []

   sources

   Before: [{"url":"https://pupil-labs.com/","label":"Eye tracking technology - Gain insight into human behavior - Pupil Labs"},{"url":"https://pupil-labs.com/products/neon","label":"Neon - Overview - Eye tracking for research and beyond"},{"url":"https://pupil-labs.com/products/neon/neonnet","label":"Neon - NeonNet - Advanced deep learning powered eye tracking technology"}]

   After: [{"url":"https://pupil-labs.com/","label":"Eye tracking technology - Gain insight into human behavior - Pupil Labs"},{"url":"https://pupil-labs.com/products/support/pricing","label":"Support and Training - Pricing"},{"url":"https://pupil-labs.com/products/neon","label":"Neon - Overview - Eye tracking for research and beyond"}]

   summary

   Before: "Pupil Labs develops advanced eye tracking hardware and software designed for research and real-world applications. Their technology includes wearable eye trackers and software tools for data analysis, supporting a wide range of environments and subjects without requiring calibration."

   After: "Pupil Labs develops advanced eye tracking hardware and software designed for research and real-world applications. Their technology includes wearable eye trackers and cloud-based software for data analysis and experiment management."

   useCases

   Before: ["Research in fields such as sports performance, medical diagnosis, UI/UX research, and extended reality.","Building custom eye tracking prototypes and product integrations using modular hardware and software."]

   After: ["Research in sports performance and professional performance.","Medical diagnosis and therapy & rehabilitation applications."]

   walkthrough

   Before: ["Put on the Neon eye tracker and start recording immediately without calibration.","Upload recordings automatically to Pupil Cloud for secure storage and collaborative analysis.","Use Pupil Cloud to run advanced gaze mapping and scene understanding algorithms to generate insights."]

   After: ["Put on the Neon eye tracker; it starts working immediately without calibration.","Upload recordings automatically to Pupil Cloud for secure storage and analysis.","Use Pupil Cloud to run advanced gaze mapping and scene understanding algorithms and generate insights."]