Cognex vs Hesai: Vision & 3D perception compared

November 2026 edition · assessment by Frontier Tech Intelligence

Hesai ranks 14 on the Robotics 100 with a score of 90; Cognex ranks 23 with 87. Cognex is ahead on commercials. Hesai is ahead on progress and firepower. Level on deployment, production, technology, positioning and leverage. Cognex is based in Natick, United States, Hesai in Shanghai, China. Cognex: Established. Hesai: Public, founded 2014. Cognex is named in 15 signals and Hesai in 56.

Cognex →

Natick, Massachusetts, United States · Robotics · Sensing / Vision & 3D perception · Established · cognex.com

Cognex supplies machine-vision cameras and inspection systems for robot guidance and production quality control, including the In-Sight 3900 with embedded AI inspection.

Robotics 100 · rank 23 · score 87AI Core · prospect · score 32

Scores, Robotics (of 10)

Deployment10
Production10
Commercials10
Progress9
Technology8
Positioning8
Firepower8
Leverage8

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

Positioning

Cognex is a US machine-vision leader (FY26 guidance $1.13-1.15B, up from $994M in FY25; Q2-26 record revenue of $291M, +17%) whose AI-powered In-Sight 6900 (on NVIDIA Jetson) and 3900 (on Qualcomm Dragonwing) launched in 2026. It posted eight consecutive quarters of margin expansion, made its OneVision AI platform generally available (May 2026), and divested its Japan trading business, holding $622M cash with no debt. Growth is double-digit across logistics, electronics, semiconductor, and automotive.

Latest signals

  • Cognex launched the AI-powered In-Sight 1750 wafer reader for semiconductor fabs.AIM (Analytics India Magazine)
  • Cognex acquires RealSense for $500 millionRobot News
  • Cognex launched the In-Sight 1750 Series AI-powered wafer and panel identification system.eeNews Europe

15 signals name Cognex.

Facts, with sources

  • Cognex’s In-Sight 3900 adds embedded AI for high-speed machine-vision inspection.Automation News Japan
  • Cognex’s In-Sight 3900 expands inspection connectivity, data capacity, and multi-device deployment.Automation News Japan
  • [object Object]The Robot Report

7 facts on file.

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.

More comparisons

Questions this page answers

Cognex or Hesai: which is ahead in robotics?

Hesai ranks 14 on the Robotics 100 with a score of 90; Cognex ranks 23 with 87. Cognex is ahead on commercials. Hesai is ahead on progress and firepower. Level on deployment, production, technology, positioning and leverage. Cognex is based in Natick, United States, Hesai in Shanghai, China. Cognex: Established. Hesai: Public, founded 2014. Cognex is named in 15 signals and Hesai in 56.

How do Cognex and Hesai compare?

Hesai ranks 14 on the Robotics 100 with a score of 90; Cognex ranks 23 with 87. Cognex is ahead on commercials. Hesai is ahead on progress and firepower. Level on deployment, production, technology, positioning and leverage. Cognex is based in Natick, United States, Hesai in Shanghai, China. Cognex: Established. Hesai: Public, founded 2014. Cognex is named in 15 signals and Hesai in 56. 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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