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Comparison · 2 robots

Persona AI Gen 1 · PNDbotics Adam

All humanoid robots. Every measure below is plotted against the full class, so a difference can be read against how much the class itself varies.

Persona AI Gen 1
PNDbotics Adam

Persona AI

Persona AI Gen 1

Autonomy: II Assisted Autonomy
Score: 44/100 Concept Stage
Readiness: Promising Progress
Price: Not tracked

PNDbotics (HK) Co., Limited

PNDbotics Adam

Autonomy: II Assisted Autonomy
Score: 48/100 Plausible
Readiness: Early Stage
Price: Not tracked

Up to three

01 Classification

What each one does on its own.

The Autonomy Ladder is the same five rungs for every robot on the site. A rung describes the conditions a robot handles without you, not how good it is.

Generalized

Any task, any setting

Environmental

Handles new obstacles without help

III

Conditional

Finishes familiar jobs on its own

Assisted

Runs preset routines, needs rescue

Persona AI Gen 1PNDbotics Adam

Manual

One action, on command

02 Assessment

Where they actually differ.

The Robovations Score is nine inputs across three pillars, each weighted as shown and each scored so that more is better. A robot can lead on one and trail on another, which is the point of showing them apart. Cost of ownership and data handling are reported on each robot's own page and are never averaged into the score.

None of these robots carries a scored assessment yet, so there is nothing to plot here. The classification and evidence below still apply.

03 Measured against the class

How far apart is a long way?

A number only means something next to the spread it sits in. Each track below is the real range across every classified robot in the class, with the median marked.

These robots share no measured specification with enough published figures to plot. That is a gap in the record, not a finding about the robots.

04 Ownership

What the numbers leave out.

The trade-off

What each design gives up to be good at what it is good at.

Persona AI Gen 1

Founding pedigree (NASA Valkyrie, IHMC, Figure AI) is exceptional; the hardware itself remains unpublished in spec and unverified in autonomous task performance.

RaaS pricing eliminates upfront capital barriers, but no rate card or contract terms have been disclosed publicly.

PNDbotics Adam

A genuinely detailed, independently corroborated actuator and compute specification set signals real engineering depth, but the platform’s most widely covered public demonstration is confirmed scripted and human-monitored, not an autonomy showcase.

The archery demonstration’s training pipeline, reinforcement learning plus motion-capture imitation, is a more autonomy-consistent account than the keytar performance’s, but no source confirms whether a live operator was involved in the specific performance shown publicly.

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.

Persona AI Gen 1

Consumer or home use of any kind: Persona AI's platform is engineered for industrial sites and heavy manufacturing. No home, consumer, or light-commercial deployment is planned or supported.
Operators requiring autonomous unsupervised operation today: Current pilots are supervised data-collection programs. End-to-end autonomous task execution without on-site human oversight is not a documented capability at this stage.
Organizations needing a commercially available product now: No purchase path, retail channel, or confirmed ship date exists. Robotics-as-a-service contracts are the only engagement model, and commercial deployment timelines remain in progress.
Warehouse, retail, or service-sector environments: Persona AI targets high-risk, high-value work inside heavy industry. Warehouse, retail, and service-sector deployments are outside the stated product roadmap. Heavy-industrial logistics is not: POSCO has scheduled an on-site proof of concept from February 2026 covering steel coil handling and fastening crane belts onto steel products during unloading.

PNDbotics Adam

Any consumer or household use: Enterprise inquiry-only; not available for consumer purchase in any source reviewed.
Buyers seeking confirmed autonomous performance: The most widely covered public demonstration is confirmed pre-programmed and human-monitored, not autonomous.
Buyers who need a single confirmed price for 'Adam': Only adjacent-tier prices were found (Adam SP prototype, Adam Lite retail); PNDbotics' multi-tier family naming makes it unclear whether either applies to plain Adam.

What stays your job

The upkeep ownership hands back to you, whatever the autonomy level says.

Persona AI Gen 1

As needed: Inspect and clean sensors and camera lenses after welding or fabrication operation; cadence not documented by manufacturer.
As needed: Check joint actuators and tendon-driven hand mechanisms for wear or contamination in high-particulate environments.
As needed: Software model updates via Persona AI service team; update cadence not disclosed.
As needed: Battery charge cycle per shift; targeting two work shifts per day per manufacturer, but specific charge time not published.
Seasonally: Full platform inspection by Persona AI technicians; schedule and cost not disclosed under RaaS model.

PNDbotics Adam

Not recorded for this robot.

05 Evidence

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.

Evidence behind each classification
Robot	Evidence status	Sources reviewed	Last assessed
Persona AI Gen 1	Pre-Release	15	Aug 2026
PNDbotics Adam	Verified	7	Aug 2026