Hesai vs Mech-Mind: Vision & 3D perception compared

November 2026 edition · assessment by Frontier Tech Intelligence

Hesai ranks 14 on the Robotics 100 with a score of 90; Mech-Mind ranks 78 with 80. Hesai is ahead on production, progress and firepower. Level on deployment, commercials, technology, positioning and leverage. Hesai is based in Shanghai, China, Mech-Mind in Beijing, China. Hesai: Public, founded 2014. Mech-Mind: public. Hesai is named in 56 signals and Mech-Mind in 2.

Hesai →

Shanghai, Shanghai, China · Robotics · Sensing / Vision & 3D perception · Public · founded 2014 · www.hesaitech.com

Hesai develops and supplies lidar products for robotics and autonomous systems, including 142,400 robotics lidar units shipped and JT128 deployments with embodied-AI customers.

Robotics 100 · rank 14 · score 90Humanoids · watchlist · score 90

Scores, Robotics (of 10)

Deployment10
Production10
Commercials8
Progress10
Technology8
Positioning8
Firepower10
Leverage8

Darker bar: ahead of the other company on that measure.

Positioning

Hesai is a Chinese lidar leader (Nasdaq:HSAI, HKEX:2525) supplying ADAS, autonomous vehicles, and robotics, and the first in the industry to post a full-year GAAP profit (FY25 net income RMB 436M, five consecutive profitable quarters). It shipped 1.62M units in FY25 (+223% YoY) and raised FY26 guidance to 3-3.5M units, is the primary lidar supplier for NVIDIA DRIVE Hyperion 10 and a Mercedes-Benz L3 supplier, and serves 50+ embodied-AI customers (Unitree, Galbot), ranking #1 in China humanoid and quadruped lidar. H1-26 revenue was RMB 1,541M/$227M (+25% YoY), with a new spatial-intelligence (Kosmo) segment beginning to contribute.

Latest signals

  • Hesai’s Kosmo converts real-world locations into 3D assets for physical AI.TechNode
  • Hesai launched Kosmo, a 3D world data engine for robot training and world models.Pandaily
  • Hesai launched Kosmo, a 3D data platform for robot training and world models.The AI Insider

56 signals name Hesai.

Facts, with sources

  • China embodied-intelligence Tier1 industry alliance formed with 20+ industrial-chain companiesLeiphone 雷峰网
  • China embodied-intelligence Tier 1 industry alliance established with more than 20 industrial-chain companiesLeiphone 雷峰网
  • >10,000 robot power modules delivered through SharpaHesai Q2 release via Eastmoney, Tencent

54 facts on file.

Mech-Mind →

Beijing, Beijing, China · Robotics · Sensing / Vision & 3D perception · public · mech-mind.com

Mech-Mind develops and sells industrial 3D vision cameras and perception software that allow robots to identify, locate and inspect objects in complex manufacturing environments.

Robotics 100 · rank 78 · score 80AI Core · watchlist · score 60

Scores, Robotics (of 10)

Deployment10
Production8
Commercials8
Progress8
Technology8
Positioning8
Firepower6
Leverage8

Darker bar: ahead of the other company on that measure.

Positioning

Mech-Mind is a Chinese 3D-vision leader serving 50+ countries with a full stack (Mech-Eye industrial 3D cameras, Mech-Vision, Mech-DLK deep learning, and code-free Mech-Viz) for bin picking, machine tending, palletizing, and assembly. Its western integration surface is real, listed on the Universal Robots marketplace and the igus rbtx network and an A3 member, with 2025-26 materials emphasizing reflective and dark-object capture. Revenue, funding or IPO status, and its US posture are the open questions.

Latest signals

  • Mech-Mind generated 50.3% of its 2025 revenue overseas.TechNode
  • Mech-Mind cleared the Hong Kong Stock Exchange listing hearing as overseas revenue exceeded 50%.TechNode

2 signals name Mech-Mind.

Facts, with sources

  • Listed on the Hong Kong Stock Exchange under stock code 09615www1.hkexnews.hk
  • 3D cameras and AI software products deployed globallywww1.hkexnews.hk
  • Fortune Global 500 companieswww1.hkexnews.hk

13 facts on file.

More comparisons

Questions this page answers

Hesai or Mech-Mind: which is ahead in robotics?

Hesai ranks 14 on the Robotics 100 with a score of 90; Mech-Mind ranks 78 with 80. Hesai is ahead on production, progress and firepower. Level on deployment, commercials, technology, positioning and leverage. Hesai is based in Shanghai, China, Mech-Mind in Beijing, China. Hesai: Public, founded 2014. Mech-Mind: public. Hesai is named in 56 signals and Mech-Mind in 2.

How do Hesai and Mech-Mind compare?

Hesai ranks 14 on the Robotics 100 with a score of 90; Mech-Mind ranks 78 with 80. Hesai is ahead on production, progress and firepower. Level on deployment, commercials, technology, positioning and leverage. Hesai is based in Shanghai, China, Mech-Mind in Beijing, China. Hesai: Public, founded 2014. Mech-Mind: public. Hesai is named in 56 signals and Mech-Mind in 2. Both company files carry the scores on eight measures, the facts with sources and the latest signals.

Every comparison here comes from the same files members use every day.

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