EngineAI
EngineAI PM01
- Autonomy
- IIAssisted
- Pre-release
- 49/100Concept Stage
- Readiness
- Not assessed
- Price
- Not tracked
ComparisonEngineAI PM01 and Hexagon AEON
Hexagon Robotics
Hexagon AEON
- Autonomy
- IIAssisted
- Pre-release
- 44/100Concept Stage
- Readiness
- Not assessed
- Price
- Not tracked
Up to three
Autonomy Ladder
- IManual
- IIAssisted
- IIIConditional
- IVEnvironmental
- VGeneralized
All humanoid robots. Every figure below is placed against the whole class, so a gap can be read against how much the class itself varies.
Where each one suits you.
The conditions each robot was assessed against, side by side. Rows marked in gold are where these machines genuinely differ.
| Condition | EngineAI PM01 | Hexagon AEON |
|---|---|---|
| Where it operates | ||
| Home / residential | PoorNo consumer support or home-use documentation; developer platform only. | PoorAEON has never been deployed in a home setting; all documented pilots run inside BMW and Schaeffler factory floors. |
| Office / retailthey differ | PoorNot positioned for commercial deployment without significant integration work. | DependsNo pilot has been documented outside heavy manufacturing; general office or retail commercial use is undemonstrated. |
| Warehouse / factorythey differ | DependsPossible in research or pilot deployments with technical staff; no production SLA. | GoodPurpose-built for factory environments; live pilots run inside BMW's Leipzig plant and Schaeffler's training facility. |
| Primary tasks | ||
| Household chores | PoorNo published task capability or manipulation scope beyond research prototyping. | PoorNo household or general chore capability has been demonstrated; documented tasks are structured factory operations. |
| Social / care | PoorNo documented interaction or communication features. | PoorAEON is not designed or marketed for social or companionship interaction of any kind. |
| Specialized job | GoodMobile manipulation research and algorithm development are core. | GoodDocumented tasks are narrow and specialized: machine tending, part inspection, and EV battery-assembly handoffs. |
| Supervision needs | ||
| Fully autonomous | PoorDeveloper platform requires active monitoring and iterative debugging. | PoorNo unsupervised deployment has been documented; every pilot runs with dedicated on-site safety staff present. |
| With oversight | GoodLab or research environment with technical staff is the intended context. | GoodCurrent BMW and Schaeffler pilots run with structured handoffs and on-site safety personnel present throughout. |
| Teleoperatedthey differ | GoodEarly-access or pilot deployments with engineering support suit the platform. | DependsAEON is built for onboard AI-driven autonomy rather than as a remote-piloted platform; teleoperated control is not documented as a supported mode. |
| Timeline | ||
| Ready today | PoorPre-release; not consumer-ready or production-hardened. | PoorAEON is not commercially available today in any form; every deployment is an active, closely supervised industrial pilot. |
| Near-term (1–2 yrs)they differ | DependsPossible broader release after research validation; no timeline published. | GoodMatches AEON's current stage: live pilots underway with a stated near-term scale-up toward roughly 1,000 units at Schaeffler. |
| Research phasethey differ | GoodCore design intent for developer and research-market deployment. | DependsAEON has moved past pure research demos into live factory task execution, so a research-only framing understates its current stage. |
A robot being poor for a condition is a fact about fit, not a fault. “Depends” means the record names a limit worth reading, not that the answer is unknown.
How much the claim can be trusted.
None of these has shipped, so they are assessed on track record, engineering plausibility and how the demonstrations match the claims.
Track Record35% of score
Has this maker shipped what it demoed before, on schedule, with the promised capability?
3538
- EngineAI PM0135
- Hexagon AEON38
28median 69 across 80 pre-release records100
Engineering35% of score
Are the demonstrated capabilities achievable in shipping form, or do they need breakthroughs not in evidence?
5740
- EngineAI PM0157
- Hexagon AEON40
35median 70 across 87 pre-release records100
Demo Match30% of score
What has been shown to work, against what is claimed in marketing.
5756
- EngineAI PM0157
- Hexagon AEON56
30median 66 across 87 pre-release records100
Published beside the number
Never averaged into it. These describe how much the maker has disclosed, not what the machine does.
| EngineAI PM01 | Hexagon AEON | |
|---|---|---|
| ReadinessShip-date specificity, pricing transparency, distribution and regulatory status. Published beside the number; never averaged in. | 40/100 | 38/100 |
| DisclosureHow much of the product is disclosed. Higher means fewer fundamental unknowns remain. Published beside the number; never averaged in. | 55/100 | 32/100 |
How far apart is a long way?
A number only means something next to the spread it sits in. Each track is the real range across every classified robot in the class, with the median marked.
Weight48 with a published figure
88.2 lbs132.3 lbs
- EngineAI PM0188.2 lbs
- Hexagon AEON132.3 lbs
26.5 lbsmedian 142.6 lbs661.4 lbs
Height51 with a published figure
54.3 in65 in
- EngineAI PM0154.3 in
- Hexagon AEON65 in
34.7 inmedian 66.9 in86.6 in
Not compared, because fewer than two of these robots carry a published figure: Price, Runtime, Charge time, Noise.
What the numbers leave out.
Written on each record, and the only thing here every robot on the site carries.
The trade-off
What each design gives up to be good at what it is good at.
EngineAI PM01
Compact form reduces footprint and power demand; carrying capacity and dexterity are constrained compared to full-size research platforms.
Developer pricing attracts research teams; minimal or no consumer support infrastructure means buyer assumes integration and troubleshooting burden.
Hexagon AEON
Hexagon has never shipped a humanoid before this one, so the 1,000-unit Schaeffler commitment is a bet on a first-generation platform, not a proven one.
The pilot replaces no job outright yet: on-site safety staff remain present at every documented deployment, which is supervision, not autonomy.
Who each one is wrong for
Stated by the record itself. A robot being wrong for a household is a fact about fit, not a fault.
EngineAI PM01
- Consumers without robotics engineering background
- Developer platform assumes technical literacy for integration, debugging, and firmware work.
- Organizations seeking production-ready deployment
- No published SLA, warranty, or commercial support structure. Research timelines, not production schedules.
- Commercial operations requiring uptime guarantees
- Early-access platform without documented reliability data or service agreements.
Hexagon AEON
- Households or consumer buyers of any kind
- AEON is not sold, priced, or available to individual consumers; every documented deployment is an industrial pilot partnership.
- Buyers needing unsupervised, hands-off operation today
- Every documented deployment runs with on-site safety staff present; no hands-off or unsupervised use has been shown.
- Smaller operations wanting a single unit or short trial
- The disclosed commitment is roughly 1,000 units with Schaeffler; there is no published path to a small-scale or single-unit order.
- Buyers requiring a proven safety or reliability record
- No independent safety certification, failure-rate data, or multi-year track record exists yet for this first-generation platform.
What stays your job
The upkeep ownership hands back to you, whatever the autonomy level says.
EngineAI PM01
- After every test session: Joint inspection, lubrication, and actuator stress assessment.
- Weekly: Battery health monitoring and charge-cycle documentation.
- Monthly: Sensor calibration (IMU, camera, proprioception) and firmware update checks.
- Seasonally: Deep thermal and mechanical inspection; gait tuning per algorithm evolution.
Hexagon AEON
- Daily: Battery charging between shifts; no published downtime or hot-swap figures.
- Weekly: Sensor and camera calibration checks by on-site technical staff.
- Monthly: Software and behavior updates pushed via Hexagon’s fleet management.
- Every 3-6 months: Actuator and joint wear inspection; no published parts-replacement cadence.
- As needed: Wheeled-leg component service; no independent failure or repair data published.
How much each of these is standing on.
Classifications rest on different depths of evidence. A pre-release assessment and a verified one are not the same kind of claim.
| Robot | Evidence status | Sources reviewed | Last assessed |
|---|---|---|---|
| EngineAI PM01 | Not Consumer-Ready | 4 | Sep 2026 |
| Hexagon AEON | Not Consumer-Ready | 1 | Sep 2026 |
Evidence status counts the sources behind a classification, not their kind. A high count can be maker documentation and price coverage, so read it as how much was reviewed rather than as independent testing. How we weigh evidence.
Keep going.
The full recordEngineAI PM01Specifications, evidence, the Fit Check in full, and every tracked change.
The full recordHexagon AEONSpecifications, evidence, the Fit Check in full, and every tracked change.Robovations classifies robots; it does not rank them. Nothing on this page is a recommendation, and no manufacturer influences a classification or its placement here.
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