Encord vs LightlyStudio
Encord
encord.comLightlyStudio
lightly.aiSide by side
| Figure | Encord | LightlyStudio |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 3 | 4 |
| Spec score · Active Learning Tools | 7.1 (#5) | 8.5 (#1) |
| Spec score · Data Labeling Software | 7.2 (#20) | 8.5 (#4) |
| Annotation | The platform supports human-in-the-loop labeling and review for image, video, audio, text, DICOM, LiDAR, geospatial, ECG, and other data. | The product supports classification, object-detection and segmentation annotations that can be edited in the GUI or through Python. |
| Curation | Encord offers metadata and attribute filtering, embeddings-based search, and natural-language search for dataset curation. | It automatically creates embeddings and supports metadata filtering, text or image similarity search, deduplication, outlier detection, diversity sampling and class balancing. |
| Integrations | Cloud storage integrations named on the site include AWS S3, Azure Data Lake Storage, and Google Cloud Storage; users can access projects, datasets, and annotations through API/SDK. | It reads images and videos from Amazon S3, Google Cloud Storage, and Azure Blob Storage, and supports common annotation formats including COCO, YOLO, Pascal VOC, and YouTube-VIS. |
| Product | Encord describes itself as a multimodal data infrastructure layer for AI teams, spanning pre- and post-training through deployment. | LightlyStudio combines computer vision data curation, annotation, quality assurance, evaluation, and dataset management in one app. |
| Security | The security page says data at rest is encrypted with AES-256 and data in transit uses HTTPS over TLS, including TLS 1.3 support. | Lightly states that it is ISO 27001 certified and GDPR compliant, and that raw images and videos are never stored on its servers. |
| Support | The listed plans include self-serve support for Starter, onboarding support for Team, and enterprise SLA and support for Enterprise. | The Open Source plan lists no customer support; the on-premise offering includes dedicated engineering support. |
Plans
LightlyStudio
- Open SourceFree
- Open SourceFree
- Lightly-HostedPriced on request
- On-PremisePriced on request
In their own words
LightlyStudio
LightlyStudio has no write-up on Specifiction yet; its figures are above.