The best Kognic alternative is Encord

Looking to transform 3D, video and sensor data into high-quality, labeled datasets? Encord is the top-rated Kognic competitor for 300+ AI teams.

Why Physical AI teams choose Encord vs Kognic

Evaluating Kognic for 3D data annotation? Alternatives like Encord give ADAS teams an end-to-end data layer for curation, active learning, and full pipeline visibility – alongside the 3D annotation tools you’d get from Kognic.

Encord gives you scalability

With Encord, you also get white glove configurable editors that scale with your needs, automated pipelines, custom tooling integration, and VLA and reasoning expertise along with our network of expert ADAS annotators.

Kognic has limited modalities

While Kognic matches Encord in 3D and sensor fusion data, Kognic has limited support for 2D modalities. As your roadmap expands to VLAs, embodied AI, time series, audio and more, Encord is the multimodal choice.

Which is better: Kognic or Encord?

Which is better: Kognic or Encord?
		Kognic
3D + sensor fusion		3D + sensor fusion	Auto-labeling on cuboids Sequences up to 1000+ frames  3D cuboid creation from 2D camera view	Auto-labeling on cuboids Limited sequence frame cap
Auto-labeling on cuboids Sequences up to 1000+ frames  3D cuboid creation from 2D camera view	Auto-labeling on cuboids Limited sequence frame cap
Data lifecycle		Data lifecycle	Data curation and similarity search Active learning and model evaluation	Annotation-only
Data curation and similarity search Active learning and model evaluation	Annotation-only
Analytics & feedback		Analytics & feedback	Continuous improvement loops, per-annotator analytics and QA visibility	Custom additional tooling required
Continuous improvement loops, per-annotator analytics and QA visibility	Custom additional tooling required
Modalities supported		Modalities supported	Fully multimodal: 3D and sensor fusion, video, time series, image, audio, text	Limited 2D support
Fully multimodal: 3D and sensor fusion, video, time series, image, audio, text	Limited 2D support
Configurable workflows		Configurable workflows	Custom HITL, confidence routing, QA review	Limited review workflows
Custom HITL, confidence routing, QA review	Limited review workflows