FEATURE / CARMAKERS × HUMANOIDS
How 14 carmakers are getting into humanoids
Tesla turned its Model S line into an Optimus line. We mapped 14 carmakers by how they are getting in: build their own, back a robot company, deploy someone else's robots, research, or stand nearby.
01 / WATCH
Watch the explainer (2 min 25 s)
02 / THE REAL PART
Tesla handed its Model S line to Optimus

S/X lines decommissioned, first-generation Optimus lines going in. Tesla's Q2 update [1].
California Optimus listed as "early ramp". Model 3 and Model Y keep running at Fremont. Tesla's Q3 update [2].
What this doesn't say: how many robots come off that line. Planned capacity is not output, and we make no claim about Optimus production numbers.
13 other carmakers took different doors. →
03 / THE MAP
Five doors into humanoids
Each carmaker sits where its own (or its partner's) dated sources put it. Labels are our classification of those sources. "Not established" means not found in our review, which is not the same as "none exists".
DOOR 1Build their own humanoid
XPENG
IRON humanoid production line commissioned, first unit built.
Not established: Sustained robot output; a commissioned line is not mass adoption.
Sources [3]
Xiaomi
Own humanoid R&D; an 8-hour task film from its car plant, shown sped up.
Not established: The exact robot model and commercial availability. The film is not an uncut, intervention-free shift.
Sources [4]
DOOR 2Back a robot company
Hyundai
Hyundai Motor Group controls Boston Dynamics, which announced the product version of Atlas.
Not established: The exact current equity stake.
Sources [5]
GAC
GoMate, a wheel-legged humanoid from GAC's incubated robot business; about 50 deployments, company-reported.
Not established: The exact ownership percentage and independently measured deployment results.
Sources [6]
Chery
AiMOGA Robotics, whose release names a Chery EVP as AiMOGA general manager and links Chery procurement, manufacturing and quality systems to it.
Not established: Equity and control are not verified, so we do not call it control or incubation.
Sources [7]
DOOR 3Deploy someone else's robots
FAW-Volkswagen (JV)
UBTECH describes Walker S Lite inspection training at FAW-Volkswagen in Qingdao.
Not established: This is one joint-venture case, not every VW plant, and not an own VW humanoid.
Sources [11]
BYD
UBTECH describes Walker S1 factory training and handling at BYD.
Not established: An own BYD humanoid programme was not verified in our review. That is an evidence gap, not proof of absence.
Sources [11]
DOOR 4Research
DOOR 5Stand nearby
Porsche
Porsche Consulting supports NEURA Robotics.
Not established: Any Porsche AG humanoid business, ownership stake or deployment.
Sources [15]
Ford
First Digit customer: bought two Agility Robotics Digits for research.
Not established: 2020 evidence says nothing about Ford's 2026 fleet or an own Ford humanoid.
Sources [16]
04 / OUR ENGINEERING READ · NOT A COMPANY CLAIM
A car plant is a head start

Supply chains, line design, batteries and fleet software carry over from building cars. Hands, contact, balance and the jump to the next workcell still have to be solved.
05 / THE TEST WE WOULD RUN
Make, buy, partner, or redesign the task?
For a European plant that's the sharp decision. We'd settle it on one dirty, repetitive workcell and compare three options there: a humanoid, fixed automation, and a mobile manipulator.
COUNT THREE THINGS
- Accepted tasks
- Interventions per 100 cycles
- Cost per accepted task, with operators, charging and downtime included
Which carmaker's next move would surprise you most?
06 / FICTIONAL EDITORIAL SATIRE
The comic that opens the explainer
07 / ALL SLIDES
The seven factual slides
Tap a slide for the full-resolution image. Same slides as the explainer. Where a slide footer says "sources in first comment", that refers to the social post; on this page every source is listed below.
SOURCES AND CREDITS
The 16 primary sources
Snapshot 4 Nov 2026. These are company-reported stages, not independent audits. Complete links, in the order cited in our post.
- Tesla · Q2 2026 Update, p.6 ·
https://assets-ir.tesla.com/tesla-contents/IR/TSLA-Q2-2026-Update.pdf - Tesla · Q3 2026 Update, p.6 ·
https://assets-ir.tesla.com/tesla-contents/IR/TSLA-Q3-2026-Update.pdf - XPENG · XPENG commissions humanoid robot production line (IRON) ·
https://www.xpeng.com/au/news/01a0c826ab12a0c365408a028229001e - Xiaomi · Factory task film, original company video on X (@XiaomiTech_) ·
https://x.com/XiaomiTech_/status/2117542298238222588 - Boston Dynamics · Boston Dynamics unveils new Atlas robot to revolutionize industry ·
https://bostondynamics.com/blog/boston-dynamics-unveils-new-atlas-robot-to-revolutionize-industry/ - GAC · GAC GoMate Mini commercial deployments ·
https://www.gacgroup.com/cn/news/detail?baseid=19183 - AiMOGA Robotics (GlobeNewswire) · From Real-World Applications to Scale: AiMOGA Robotics Advances Its Commercialization Strategy (names Chery EVP Guibing Zhang as AiMOGA GM) ·
https://www.globenewswire.com/news-release/2026/11/04/3394996/0/en/from-real-world-applications-to-scale-aimoga-robotics-advances-its-commercialization-strategy.html - BMW Group · BMW humanoid robot in Leipzig ·
https://www.bmwgroup.com/en/news/general/2026/humanoid-robot-in-leipzig.html - BMW Group · BMW Group to deploy humanoid robots in production in Germany ·
https://www.press.bmwgroup.com/global/article/detail/T0455864EN/bmw-group-to-deploy-humanoid-robots-in-production-in-germany- - Mercedes-Benz Group · Humanoid robots and digital production (Apptronik Apollo) ·
https://group.mercedes-benz.com/company/production/production-network/mbdfc-humanoid-robots.html - UBTECH · Humanoid industrial solutions (FAW-Volkswagen, BYD) ·
https://www.ubtrobot.com/en/humanoid/solutions/industry - Toyota · Research on Voice Interaction with Humanoid Robots ·
https://global.toyota/en/mobility/frontier-research/44665908.html - Toyota Research Institute · Boston Dynamics and TRI whole-body AI work on Atlas ·
https://pressroom.toyota.com/ai-powered-robot-by-boston-dynamics-and-toyota-research-institute-takes-a-key-step-towards-general-purpose-humanoids/ - Honda · Honda Avatar Robot technology ·
https://global.honda/en/tech/Avatar_robot/ - Porsche · Porsche Consulting: The real colleague (NEURA) ·
https://newsroom.porsche.com/en/2025/company/porsche-consulting-the-real-colleague-41063.html - Ford Media · Agility Robotics sells first Digit robots to Ford ·
https://media.lincoln.com/content/fordmedia/feu/ch/de/news/2020/01/06/agility-robotics-sell-first-digit-robots-to-ford.html
Further dated references from the same dossier
Not cited in the post itself; listed so every date on this page can be checked.
- [D1] Tesla · Q1 2026 Update ·
https://assets-ir.tesla.com/tesla-contents/IR/TSLA-Q1-2026-Update.pdf - [D2] Tesla · Fremont Factory page ·
https://www.tesla.com/fremont-factory - [D3] Xiaomi · 2022 Interim Report ·
https://ir.mi.com/system/files-encrypted/nasdaq_kms/assets/2022/09/26/4-52-30/2022%20Interim%20Report.pdf - [D4] Hyundai Motor Group · CES robotics strategy ·
https://www.hyundai.com/worldwide/en/newsroom/detail/0000001100 - [D5] Hyundai Motor Group · Boston Dynamics ownership statement ·
https://www.hyundai.com/content/hyundai/worldwide/en/newsroom/detail/0000001225.html - [D6] Hyundai Motor · 2026 CEO Investor Day ·
https://www.hyundai.com/worldwide/en/newsroom/detail/0000001260 - [D7] GAC · Huilun financing and industrialization ·
https://www.gacgroup.com/cn/news/detail?baseid=19182 - [D8] AiMOGA Robotics (GlobeNewswire) · Mobo debut and global pre-orders ·
https://www.globenewswire.com/news-release/2026/10/27/3389757/0/en/mobo-makes-global-debut-and-opens-pre-orders-as-aimoga-unveils-its-new-path-to-industrialization.html - [D9] Chery International · 2026 innovation conference and AiMOGA ·
https://www.cheryinternational.com/pc/news/news1/20261021/detail-2673.shtml - [D10] Apptronik · Apptronik and Mercedes-Benz commercial agreement ·
https://apptronik.com/news-collection/apptronik-and-mercedes-benz-enter-commercial-agreement - [D11] Toyota · Frontier Research portfolio ·
https://global.toyota/en/mobility/frontier-research/ - [D12] Honda · P2 IEEE milestone and continued robotics work ·
https://global.honda/content/dam/site/global-en/topics-new/cq_img/2026/c_2026-04-28aeng/c_2026-04-28aeng.pdf
Credits
- Opening comic: AI-generated fictional editorial satire by Torque & Tokens; invented scenes and lines, no real quotes.
- Tesla deck excerpt (thumbnail, slide 2, section 02): Tesla, Q2 2026 Update, p.6 [1].
- Xiaomi plant frame (thumbnail, slide 7, section 04): Xiaomi / @XiaomiTech_, factory task film, 3 Nov 2026 [4].
- Logos: the companies' own marks, used to identify them. Vector files: Simple Icons 16.36 (BMW, Ford, Honda, Hyundai, Porsche, Tesla, Toyota, Volkswagen, Xiaomi) and official marks (BYD, Chery, Mercedes-Benz, XPENG); GAC is shown as a text label.
- Explainer, slides, map and thumbnail: Torque & Tokens, built from the sources above.
Logos and company names identify the companies discussed; no endorsement or partnership is implied.







