Encord records 244,204 monthly visits with +9.4% month-over-month growth and Contact for Pricing pricing. Rerun records 54,018 monthly visits with -23.7% growth and Free pricing.
The multimodal data layer for computer vision and physical AI teams
The open-source data layer for robotics and physical AI
| Dimension / Metric | | |
|---|---|---|
| Official Domain | encord.com | rerun.io |
| Pricing Model | Contact for Pricing | Free |
| Monthly Visits | 244.2K (244,204) | 54.02K (54,018) |
| MoM Traffic Delta | +21.04K (+9.4%) | -16.78K (-23.7%) |
| Primary Market & Share | 🇺🇸 United States (41.6%) | 🇺🇸 United States (33.9%) |
| Direct Visits / mo | 104.13K | 24.88K |
| User Rating | 4.4 | 4.6 |
| Supported Platforms | Website | Website |
The multimodal data layer for computer vision and physical AI teams
Native video, image, LiDAR, audio, text, and sensor-fusion labeling in one workflow, with label lineage and quality controls built for production scale.
Use embedding-based search and model-in-the-loop curation to surface rare edge cases and close distribution gaps before they hurt model performance.
Orchestrate RLHF, rubric-based evaluation, and pairwise comparison for models in production, then route failures back into training.
Access vetted domain experts for annotation and training-ready data collection, fully integrated with the Encord platform.
The open-source data layer for robotics and physical AI
Log, store, and view images, point clouds, 3D transforms, and time series together in one viewer.
Record multi-rate, multimodal data as column-chunks in rrd files, or convert from other formats.
Run full dataframe or SQL queries over robotics data, down into columns, time ranges, and values.
Add derived columns and evolve schemas without breaking history, on the edge or near the data.
SpecialistUnified observability, security and incident response for cloud-scale engineering teams
SpecialistUnified observability, security and incident response for cloud-scale engineering teams
Free / Open-sourceFaster setup and model deployment for computer vision, but less advanced enterprise data infrastructure features.
Free / Open-sourceFaster setup and model deployment for computer vision, but less advanced enterprise data infrastructure features.
Stronger enterprise workflow automation and agentic labeling, but less specialized in complex physical AI video pipelines.
Stronger enterprise workflow automation and agentic labeling, but less specialized in complex physical AI video pipelines.
Similar multimodal annotation capabilities, but features more integrated project management and dataset curation tools.
Similar multimodal annotation capabilities, but features more integrated project management and dataset curation tools.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
SpecialistVideo data infrastructure for physical AI and robot training
SpecialistVideo data infrastructure for physical AI and robot training
Free / Open-sourceLabel any data. Evaluate any AI.
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceFind where your physical AI models fail, then fix the data.
Free / Open-sourceFind where your physical AI models fail, then fix the data.
SpecialistThe collaboration layer for AI engineering teams
SpecialistThe collaboration layer for AI engineering teams
Find and fix problems in your AI agents before users do
Find and fix problems in your AI agents before users do
