Data and visualization platform for robotics and physical AI: view, search and compare ROS 1/ROS 2, MCAP and sensor data, manage devices, with an AI agent and MCP server.
Free accessFree plan
Paid fromPro · $20Plus usage: 1 TB storage included; 3 developer seats included, then $42 per user/month; 5 devices included, then $20 per device/month; 3 projects; …
Data and visualization platform for robotics and physical AI: view, search and compare ROS 1/ROS 2, MCAP and sensor data, manage devices, with an AI agent and MCP server.
Free $0 forever, Pro from $20/month plus usage, Academic $0 for universities and research.
Embodied reasoning model for robots via the Gemini API (preview): finds objects, returns points and bounding boxes, plans multi-step tasks and calls your own robot functions.
Embodied reasoning model for robots via the Gemini API (preview): finds objects, returns points and bounding boxes, plans multi-step tasks and calls your own robot functions.
Free tier at no charge; paid tier $1 / $5 per 1M tokens, time-limited through 2026-12-31, $2 / $10 from 2027-01-01.
Open-source robotics and physical AI simulator built on NVIDIA Omniverse: simulate robots and sensors physically, generate synthetic training data and train robot policies with Isaac Lab.
Free accessFree plan
Paid fromnot published
Open-source robotics and physical AI simulator built on NVIDIA Omniverse: simulate robots and sensors physically, generate synthetic training data and train robot policies with Isaac Lab.
Free and open source (Apache 2.0) per NVIDIA; own GPU or cloud costs.
Developer platform for robotics and physical AI: connect machines, capture sensor data, train ML models and deploy them to edge devices, manage fleets with over-the-air updates.
Free accessFree plan
Paid fromUsage-based · from $0.05 / GBAfter the first $5 per month: tabular/JSON data $0.25 per GB/month; images, video, logs $0.05 per GB/month; hot data store $2.50 per GB plus …
Developer platform for robotics and physical AI: connect machines, capture sensor data, train ML models and deploy them to edge devices, manage fleets with over-the-air updates.
First $5 of cloud usage per month free, no credit card; then usage-based from $0.05 per GB/month of storage.
Alphabetical order. This is not a quality ranking.
Comparison criteria
We compare free access, paid entry, plan limits, features and the listed official sources. Unsourced figures stay marked as not published.
Methodology
Only confirmed entries appear in the catalog. Prices, plans and limits come from listed official vendor pages. Missing figures stay marked as not published. Search results are ordered by Task match by default; category and task lists are alphabetical. Both can be switched to Free access first; neither is a quality ranking. The vendor page always wins.
Is this a ranking?
No. Search results are ordered by Task match by default; category and task lists are alphabetical. Both can be switched to Free access first. We do not award stars or a test winner.
What does "free access" mean for the listed tools?
Free access can mean a permanently free plan, a time-limited trial, or a one-off starting credit with no card required. The exact type is stated on each tool's own page.
How many of the listed tools offer free access?
4 of 4 listed tools offer free access - a permanent plan, a trial, or a no-card credit.
How do I see tools with free access first?
Use the “Free access first” toggle above the list to see tools with free access first.
