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Q4 2026 Rankings

Robotics Startups to Watch, Q4 2026

Robotics engineering is concentrated in few teams, but signal density is high.

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Key takeaways, at a glance

In Q4 2026, 10 of 25 tracked robotics startups show positive engineering acceleration. sint-ai leads with 156 commits over 14 days (+2129% change). The dominant signal pattern is "Deceleration". Average sector commit velocity is 40 commits per 14-day window. These engineering momentum signals have historically preceded fundraise announcements by three to six weeks.

Data sourced from public GitHub activity. Read our methodology

Bar chart: Robotics, Velocity Change. sint-ai: +2129%, UbiquityRobotics: +999%, openplan-labs: +999%, ai4s-research: +209%, reportportal: +200%, Hebbian-Robotics: +133%, cyberbotics: +83%, MRPT: +35%.Robotics, Velocity Changesint-ai+2129%UbiquityRobotics+999%openplan-labs+999%ai4s-research+209%reportportal+200%Hebbian-Robotics+133%cyberbotics+83%MRPT+35%
Robotics, Velocity Change, top 8 startups by 14-day commit velocity change. Data: VC Deal Flow Signal.
Signal distribution for Robotics: Deceleration (12), Engineering hiring burst (5), Framework migration (5), Deploy frequency spike (2), Infrastructure buildout (1). 25 startups total.25startups
Deceleration (12, 48%)
Engineering hiring burst (5, 20%)
Framework migration (5, 20%)
Deploy frequency spike (2, 8%)
Infrastructure buildout (1, 4%)
Signal type distribution across 25 robotics startups. Data: VC Deal Flow Signal.
#CompanyStageCommits (14d)ChangeContributorsSignal
1sint-ai

Open-source AI agent security infrastructure for MCP governance, robotics and industrial policy gateways, capability tok

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Seed156+2129%8Engineering hiring burst
2UbiquityRobotics

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Series A/B4+999%24Deploy frequency spike
3openplan-labs

Open tools for automated planning, CUDA-accelerated and classical planners, multi-agent pathfinding, and PDDL tooling.

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Pre-seed48+999%7Engineering hiring burst
4ai4s-research

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Seed145+209%17Engineering hiring burst
5reportportal

AI-powered Test Automation Dashboard

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Series A/B3+200%31Deploy frequency spike
6Hebbian-Robotics

Developing robots that extend what humanity can do, for the benefit of the communities they serve.

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Growth21+133%102Infrastructure buildout
7cyberbotics

Developers of Webots

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Growth22+83%141Engineering hiring burst
8MRPT

Mobile Robot Programming Toolkit

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Growth46+35%72Framework migration
9agent0ai

Agent Zero AI

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Growth66+18%59Framework migration
10MOLAorg

Building blocks for SLAM

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Pre-seed27+8%4Framework migration
11drone-plugins

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Growth1+0%90Framework migration
12mingti-org

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Seed4+0%11Engineering hiring burst
13ros-mobile-robots

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Seed11+0%8Framework migration
14Seeed-Projects

An open-source, hands-on mobile robotics course covering Jetson, ROS 2, AI perception, SLAM, autonomous navigation, sema

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Seed19-27%19Deceleration
15mstar-project

A high-performance, universal serving framework for any-to-any models.

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Series A/B142-32%30Deceleration
16skybrush-io

The next-generation drone show software

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Seed18-36%8Deceleration
17newton-physics

GitHub organization of the Linux Foundation Newton project.

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Growth117-36%130Deceleration
18DexForce

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Series A/B40-39%26Deceleration
19apify

Put the web to work.

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Growth15-42%147Deceleration
20questdb

QuestDB is a high performance, open-source, time-series database

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Growth15-42%175Deceleration
21WebODM

The free and open source drone mapping software. Generate maps, point clouds, DEMs, 3D models and gaussian splats from i

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Growth6-45%100Deceleration
22commaai

Building the Android of self-driving cars

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Growth29-45%427Deceleration
23autowarefoundation

Open-source software for self-driving vehicles

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Growth6-57%84Deceleration
24ArduPilot

ArduPilot development team

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Growth29-78%311Deceleration
25altnautica

The Open Compute Layer for Drones. Open-source software for software-defined drones: ADOS.

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Pre-seed10-88%5Deceleration
Powered by VC Deal Flow Signal , real-time GitHub engineering data for investorsData from public GitHub API

Sorted by commit velocity change (14-day window, descending). Top 3 highlighted. Data last updated Q4 2026.

Browse the full Robotics directory: all 25 startups, paginated
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Projected lead-time window

≈21-day lead window

Projected next milestone

Team expansion / round prep

The free Sunday digest puts sint-ai and 24 other Robotics startups this period in context, 14-day acceleration deltas, contributor maps, and the top names not on Crunchbase yet. Five names every Sunday, no card, no code-reading.

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Projections are model estimates derived from each org's public commit signal and the SSRN-published methodology, not statements of fact. Cross-reference with primary sources before acting.

The full ranked Robotics list updates every week, get it free

The free Acceleration Watch: five startup teams accelerating on the engineering signal, translated into plain English, 21 to 47 days before the deck circulates. No code-reading, no card.

Signed The Data Nerd · pseudonymous narrator · methodology over personality

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Frequently Asked Questions

What engineering signals are robotics startups showing in Q4 2026?

In Q4 2026, we are tracking 24 robotics startups with measurable GitHub engineering signals. 9 of 24 show positive commit velocity growth. The most common signal type is "Deceleration", observed in 12 of the tracked companies. The average 14-day commit velocity across the sector is 41 commits, with sint-ai leading at 156 commits (+2129% change). These patterns have historically preceded fundraise announcements by three to six weeks.

Which robotics startup has the highest engineering acceleration in Q4 2026?

sint-ai leads the robotics sector in Q4 2026 with 156 commits over a 14-day window, representing a +2129% change from the prior period. With 8 active contributors, sint-ai is showing a "Engineering hiring burst" pattern, one of the more reliable leading indicators of a significant product milestone or fundraise.

Where are the most active robotics engineering teams located?

Among the 24 robotics startups we track, US accounts for the highest concentration with 4 teams. Startups building autonomous robots and robotic process automation. Geographic distribution matters for investors because engineering talent clusters correlate with sector-specific domain expertise and proximity to early adopter customers.

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21-47 days
Signal Lead Time (median 31d)
350+
GitHub Orgs Tracked
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Per Scan
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