Research Terminal
Investment Research · Updated July 9, 2026

Humanoid
Alpha Atlas

The crowdsourced list and KOID holdings got the humanoid supply chain mostly right. The ranking was the problem. This page reranks every mention by residual alpha: real exposure, good valuation, small enough market cap, KOID validation, and no massive price capitulation upward.

Top residual alpha
Acuvi
92
score
Current Thesis Audit · Updated July 9, 2026

For humanoid robotics, the current pass cross-checks the crowdsourced list against KOID holdings, physical-AI platform evidence, market cap, and YTD rerating, then penalizes obvious ETF/crowd consensus while keeping smaller direct component names visible. The active ranking pass cross-checks the original thesis against current market prices, market cap, YTD rerating, AI 2027 compute/security assumptions, hyperscaler capex pressure, power constraints, HBM and advanced-packaging evidence, and physical-AI adoption signals.

AI 2027 computeAI 2027 securityIEA energy and AINVIDIA FY27 Q1Microsoft FY26 Q3Micron HBM4
52
Crowd mentions audited
13 promoted, 11 excluded or quarantined.
49
Public names ranked
Includes KOID-only component additions like Zhaowei, Leadshine, Keli, and Shuanglin.
25
Core alpha names
Only names with score 73+ and acceptable rerating room.
$2.62B
Median core cap
Small enough to matter if humanoid content is real.
$192.5M
KOID net assets
50 equity holdings, 0.69% net fee.
8
KOID alpha candidates
Top-10 weighted names average 55.2 alpha.
Thesis Reset

The best humanoid trade is not the most obvious humanoid company.

The crowd and KOID found the right stack

Both lists cluster around eyes, joints, edge compute, warehouse workflows, and a few direct humanoid builders.

Ouster/StereoLabs, Mobileye/Mentee, Hesai/RoboSense, Harmonic Drive/Nabtesco, Schaeffler, UBTECH, XPeng, Hyundai/Boston Dynamics, Richtech, Leadshine, Zhaowei, Keli, and Shuanglin all map to current humanoid or physical-AI evidence.

ETF inclusion validates, then penalizes consensus

KOID confirms several missing component names, but high weights in obvious leaders can also mean the alpha is already becoming institutional.

The alpha score now adds KOID validation for lower-weight, direct component candidates while penalizing high-weight or already-rerated holdings such as Harmonic Drive, Rainbow, STMicro, and NVIDIA.

The best alpha is second-order

Small-cap perception, motion, direct-but-unproven builders, and materials names screen better than mega-cap parents or fully consensus suppliers.

ARBE, SERV, XBOTF, ACUVI.ST, MKA.L, RoboSense, RR, ALNT, Zhaowei, Leadshine, Keli, Schaeffler, and Shuanglin rank higher than Tesla, NVIDIA, CATL, ABB, Hyundai, and Intuitive Surgical.

KOID ETF Audit

The ETF is a map of the ecosystem, not a ranking of alpha

KOID gives useful exposure to the physical-AI stack, but the index weights by investability and theme fit. The hidden-gem screen flips the question: which holdings still have direct humanoid exposure, manageable market caps, and enough rerating room left?

Official KOID weights
Top holdings
40.52 NAV
1Credo Technology
3.04%
2STMicroelectronics
2.87%
3Harmonic Drive Systems
2.83%
4Infineon Technologies
2.67%
5THK
2.52%
6Rainbow Robotics
2.49%
7Texas Instruments
2.46%
8Renesas Electronics
2.46%
9HIWIN Technologies
2.41%
10Mobileye
2.40%
11NXP Semiconductors
2.37%
12Melexis
2.37%
13Doosan
2.34%
14China Leadshine Technology
2.30%
Residual alpha inside KOID
Best setups
17.4% YTD NAV
1RoboSense Technology
78
2Shenzhen Zhaowei Machinery
77
3China Leadshine Technology
76
4Keli Sensing Technology
76
5Shuanglin Co.
75
6Schaeffler
74
7XPeng
73
8Zhejiang Shuanghuan Driveline
72
9Leader Harmonious Drive Systems
71
10UBTECH Robotics
70
11MP Materials
69
12Zhejiang Sanhua Intelligent Controls
69
13Horizon Robotics
69
14Mobileye
68
0%1%2%3%30456075KOID fund weightResidual alpha score2498003021002979603662300100SHA9868002472632464816723CRDOSTMMIIFXTXN277810
Interactive Map

Where value hides in the humanoid stack

Humanoid alphaAlpha = exposure x valuation x rerating roomBuildersXBOTF / RR / MBLYJointsALNT / SHA0.DE / 002979.SZEyesARBE / OUST / HSAIEdge AIAMBA / INDI / AMBQPower/materialsMKA.L / MP / CATLWorkflowsSERV / SYM / ZBRA
Sensing

Arbe Robotics

ARBENasdaq
92
alpha score
Price
$0.71
Cap
$87M
YTD
-40.7%

Tiny public float exposure to radar perception. Not a pure humanoid supplier yet, but radar redundancy becomes more valuable as robots leave controlled demos.

Humanoid exposure18
Valuation room20
Rerating room18
Evidence quality15
Optionality15
Why now: Sub-$100M market cap, negative YTD return, NVIDIA collaboration, and new off-highway radar push create a real asymmetric setup. AI 2027/current overlay: physical-AI stack fit, market-cap size, YTD rerating, and consensus risk move score +10.
Risk: Automotive timing slips, customer concentration, cash needs, and no confirmed humanoid production socket.
Valuation vs Rerating

Small and ignored beats large and obvious

Each point is a public stock. Further left means smaller market cap. Lower means less price rerating. Bigger, brighter points have higher alpha. The upper-right names may still be great companies, but they are less aligned with this page's hidden-gem objective.

-45%9%63%116%170%$100M$1B$10B$100B$1T$10TMarket cap, log scaleYTD returnACUVI.STXBOTFARBESERV2498.HKMKA.L603662.SS300100.SZ
Rankings and Audit Trail

Every mention was kept, promoted, demoted, or removed

RankCompanyRolePrice / CapYTDTierCrowdAlphaCases
1
Acuvi
ACUVI.STSweden
Precision motion and micro-actuation components
SEK 11.02
$39M
-34.7%Core alpha192
2
Realbotix
XBOTFCanada / US
Human-facing humanoid robots for venues, healthcare, hospitality, and entertainment
$0.25
$56M
-23.2%Core alpha192
3
Arbe Robotics
ARBEIsrael
4D imaging radar for autonomous machines and off-highway robotics
$0.71
$87M
-40.7%Core alpha192
4
Serve Robotics
SERVUS
Sidewalk autonomy fleet and real-world embodied AI data loop
$5.89
$514M
-50.2%Core alpha192
5
RoboSense
2498.HKChina
Robotics lidar and AI-driven perception systems
HKD 23.54
$1.49B
-36.9%Core alpha192
6
Mkango Resources
MKA.LUK / Canada
Rare-earth magnet recycling and supply chain optionality for compact motors
GBp 38.6
$208M
-19.6%Core alpha190
7
Keli Sensing Technology
603662.SSChina
Force, load, and industrial sensing components for robot balance, joints, and manipulation
CNY 63.63
$2.62B
-9.9%Core alpha088.6
8
Shuanglin Co.
300100.SZChina
Mechanical systems and actuator-adjacent auto/robotics components
CNY 25.52
$2.34B
-35.1%Core alpha087
9
Hesai
HSAIChina
High-volume lidar for ADAS, AMRs, humanoids, and industrial robots
$16.37
$2.87B
-32.0%Core alpha186.4
10
Ambarella
AMBAUS
Low-power edge vision SoCs for robotics, drones, and multi-sensor perception
$74.74
$3.19B
-0.6%Core alpha185.6
11
Richtech Robotics
RRUS
Commercial service robots plus Dex mobile humanoid
$1.81
$443M
-48.0%Core alpha185.4
12
China Leadshine Technology
002979.SZChina
Servo drives, stepper drives, and motion-control systems for industrial automation and robotics
CNY 65.14
$2.98B
+54.8%Core alpha085.2
13
Shenzhen Zhaowei Machinery
003021.SZChina
Micro-drive, precision transmission, and compact motion modules for robot joints and hands
CNY 86.9
$3.19B
-28.9%Core alpha084.7
14
Allient
ALNTUS
Motion, controls, power, servo drives, and compact motors
$86.65
$1.47B
+55.9%Core alpha182
15
Schaeffler
SHA0.DEGermany
Humanoid rotary/linear actuators and industrial deployment partner
EUR 8.21
$9.34B
-4.8%Core alpha181.3
16
Palladyne AI
PDYNUS
Embodied AI, collaborative autonomy, drones, and defense robotics
$5.67
$268M
+20.1%Core alpha179.6
17
Mobileye
MBLYIsrael
Autonomy stack plus Mentee Robotics humanoid platform
$9.14
$7.70B
-18.6%Core alpha279
18
XPeng
XPEVChina
IRON humanoid robot plus EV autonomy stack
$13.27
$12.51B
-35.0%Core alpha178.8
19
Kodiak AI
KDKUS
Driverless trucking autonomy that may transfer to off-road/mobile robots
$5.09
$1.03B
-53.0%Core alpha178.6
20
Zhejiang Shuanghuan Driveline
002472.SZChina
Precision driveline, gears, and reducer-adjacent components
CNY 42.52
$5.63B
-9.5%Core alpha077.7
21
Siasun Robot & Automation
300024.SZChina
Industrial robotics and automation platform with humanoid optionality
CNY 16.66
$3.82B
-10.5%Core alpha177.6
22
MP Materials
MPUS
Rare-earth magnet material supply chain for compact motors and actuators
$53
$9.44B
-3.6%Core alpha077.1
23
UBTECH Robotics
9880.HKChina
Industrial humanoid Walker S/S2 platform
HKD 88.25
$6.29B
-32.6%Core alpha376.9
24
indie Semiconductor
INDIUS
Mixed-signal SoCs, lidar SoCs, photonics, and perception software
$4.37
$960M
+18.1%Core alpha174.8
25
Horizon Robotics
9660.HKChina
Embodied edge-AI and autonomous-driving compute platform
HKD 4.39
$8.13B
-51.2%Core alpha074.4
26
Leader Harmonious Drive Systems
688017.SSChina
Harmonic reducers and precision transmission for robot joints
CNY 408.28
$10.55B
+113.7%Watchlist068.7
27
Novanta
NOVTUS
Precision motion, force sensing, and surgical robotics subsystems
$148.59
$5.13B
+33.7%Watchlist266.9
28
Nextronics Engineering
8147.TWOTaiwan
Connectors, mechanisms, and rugged industrial components for AMRs/humanoids
TWD 148.5
$199M
+39.4%Watchlist166
29
Aeva
AEVAUS
FMCW 4D lidar for autonomy, factory automation, and robotics
$21.5
$1.46B
+68.6%Watchlist165.7
30
Ouster
OUSTUS
Digital lidar, StereoLabs vision, and physical-AI perception stack
$43.41
$2.92B
+85.8%Watchlist464.5
31
ROBOTIS
108490.KQSouth Korea
DYNAMIXEL actuators, open robots, and AI Worker humanoid exposure
KRW 204,000
$1.99B
-24.3%Watchlist063.6
32
Nabtesco
6268.TJapan
Cycloidal precision reduction gears for robot joints
JPY 5,386
$4.11B
+40.6%Watchlist263
33
Zebra Technologies
ZBRAUS
Warehouse automation, machine vision, and legacy Fetch/Symmetry robotics footprint
$264.32
$12.61B
+6.5%Watchlist162
34
Symbotic
SYMUS
AI warehouse robotics and goods-to-person automation
$41.69
$25.16B
-35.7%Watchlist158.2
35
Harmonic Drive Systems
6324.TJapan
Strain-wave gearing and compact actuators for robot joints
JPY 7,510
$5.19B
+95.6%Demoted449.4
36
Rainbow Robotics
277810.KQSouth Korea
Samsung-controlled humanoid/cobot platform
KRW 431,000
$5.82B
-12.7%Demoted445.6
37
Ambiq Micro
AMBQUS
Ultra-low-power edge AI SoCs for battery-powered robots and sensors
$81.93
$1.98B
+169.9%Demoted144.3
38
Vishay Precision Group
VPGUS
Force sensors and weighing/measurement components
$107.95
$1.44B
+174.8%Demoted444
39
Lattice Semiconductor
LSCCUS
Low-power FPGAs for industrial control, robotics, and physical AI
$132.48
$17.89B
+68.4%Demoted143
40
Cognex
CGNXUS
Industrial machine vision and NVIDIA-powered vision controller
$64.11
$10.59B
+73.6%Demoted142.4
41
Neo Performance Materials
NEO.TOCanada
Rare earth and magnet materials
CAD 37.89
$1.23B
+124.3%Demoted142
42
Kulicke & Soffa
KLICUS
Advanced packaging and assembly equipment
$104.23
$5.46B
+115.6%Demoted137.5
43
Everspin Technologies
MRAMUS
MRAM and TMR sensor products for industrial/mission-critical edge systems
$17.39
$460M
+72.9%Demoted137.2
44
Intuitive Surgical
ISRGUS
Surgical robotics leader
$415.1
$147.01B
-26.1%Demoted127
45
CATL
300750.SZChina
Battery leader and internal humanoid factory automation user
CNY 375.5
$253.63B
-0.5%Demoted121.4
46
ABB
ABBN.SWSwitzerland
Industrial robotics and automation conglomerate
CHF 84.68
$196.58B
+38.3%Demoted118.3
47
Hyundai Motor
005380.KSSouth Korea
Boston Dynamics Atlas parent and industrial deployment channel
KRW 445,500
$76.80B
+49.3%Demoted013.399999999999999
48
Tesla
TSLAUS
Optimus humanoid program
$394.06
$1.48T
-10.1%Demoted08.1
49
NVIDIA
NVDAUS
GR00T, Isaac, Jetson, Cosmos, and robotics developer ecosystem
$204.12
$4.94T
+8.1%Demoted03.0999999999999996
Bottom Line

Buy the bottleneck where the market has not already paid full price for the story.

Ouster, Harmonic Drive, Nabtesco, Rainbow, VPG, MRAM, Ambiq, Lattice, Cognex, KLIC, Aeva, Aurora, and Neo all teach something useful about the humanoid stack. The cleaner alpha list is narrower: ARBE, SERV, XBOTF, ACUVI.ST, MKA.L, RR, ALNT, AMBA, MBLY, RoboSense, Hesai, and Siasun. The thesis should be rechecked whenever any of those names rerate faster than their customer evidence improves.