Lightly vs Supervisely
A side-by-side comparison of Lightly and Supervisely, two Vision tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Supervisely
VisionAll-in-one computer vision platform to curate, label, and train models.
View SuperviselyAt a glance
| Attribute | Lightly | Supervisely |
|---|---|---|
| Category | Vision | Vision |
| Pricing (differs) | PAID | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Hybrid | Hybrid |
| Platforms | Web, API | Web, API |
| Model support (differs) | Model-agnostic | Multi-model |
| Vendor (differs) | Lightly | Supervisely |
| Capabilities (differs) |
|
|
The honest brief
Lightly
Curation-first: picks the most informative frames via embeddings and active learning so you label and train on less data.
- Embedding-based data curation and dedup
- Near-duplicate detection across datasets
- Self-supervised pretraining (LightlyTrain)
- Edge SDK for on-device selection
- Open-source SSL library to build on
- No public pricing; sales-led
- Focused on vision, not other modalities
- Best value needs large datasets
- Smaller ecosystem than labeling giants
Supervisely
Extensible 'OS for computer vision' — an installable app ecosystem spans labeling, training, and inference end to end.
- Images, video, 3D point cloud, DICOM
- AI-assisted labeling
- Installable app ecosystem
- Free tier and self-hostable Enterprise
- Broad platform has a learning curve
- Enterprise pricing is quote-based
- Heavier than a pure labeling tool
When to pick which
Both cover Fine-tuning / training and Data labeling.
Pick Lightly if you need Embeddings.
- Embeddings (secondary capability)
Pick Supervisely if you need Model inference / serving and Object detection.
- Model inference / serving (secondary capability)
- Object detection (secondary capability)
Supervisely leans on Fine-tuning / training as a headline capability; Lightly treats it as secondary.
- Fine-tuning / training (primary capability)
They also differ on:
- Pricing
- PAID · FREEMIUM