DEPLOYDatabase

Robot model

RoboFinals

othercommercialby Lightwheel

Industrial-grade simulation evaluation platform built to challenge frontier vision-language-action (VLA) and world models.

Track RoboFinals
Manufacturer
Lightwheel
Form factor
other
Maturity
commercial
Lifecycle
active
Deployments
2
Website
lightwheel.ai ↗

The verified answer

As of Aug 2026, DEPLOY verifies RoboFinals, a other by Lightwheel (commercial): 2 verified deployments on record. 2 sources back the record.

Overview

Industrial-grade simulation evaluation platform built to challenge frontier vision-language-action (VLA) and world models. RoboFinals runs policies across large-scale simulated scenarios to identify failure modes, quantify performance, and guide improvement before real-world deployment.

Verified vs. claimed

Maturity stage
commercial(Commercially deployed with revenue-generating operations.)
Sources on file
View all sources →

Key facts

Manufacturer

Lightwheel

Type

Robot

Maturity

Commercially available

Data & sources

Web sources

2

2 sources backing this record.View all →

Pricing

No verified price is on record for RoboFinals. Physical-AI systems are often sold through enterprise contracts or operated as a service rather than at a public list price.

How DEPLOY tracks pricing

Deployments (2)

Free to use on your site, with a link back to DEPLOY.

RoboFinals on the deployment map

View the global map

Where RoboFinals is verified operating. Explore the deployment map by place and type.

Free to use on your site, with a link back to DEPLOY.

Recent activity

Every change to this record is dated, sourced, and independently verified where marked.

Full change history →

Safety record

No incidents on record for RoboFinals.

Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.

Sources (2)

  1. https://lightwheel.ai/robofinals
  2. https://lightwheel.ai/media/robofinals-industrial-benchmark

Common questions

What is RoboFinals?
Industrial-grade simulation evaluation platform built to challenge frontier vision-language-action (VLA) and world models. RoboFinals runs policies across large-scale simulated scenarios to identify failure modes, quantify performance, and guide improvement before real-world deployment.
How much does RoboFinals cost?
RoboFinals's price is not publicly disclosed. DEPLOY has no verified price on record for RoboFinals from Lightwheel. Physical-AI systems like this are often sold through enterprise contracts or operated as a service rather than at a public list price; check the manufacturer for the latest.
Is RoboFinals actually deployed in the real world?
Yes. RoboFinals is independently verified in real-world operation on the DEPLOY registry, confirmed at named deployment sites with primary sources: not a concept, render, or demo-only.
Who makes RoboFinals?
RoboFinals is made by Lightwheel, based in Beijing, China, founded in 2023.
Where is RoboFinals deployed?
2 verified deployments of RoboFinals are on the DEPLOY registry, including at China, Asia, United States (multiple hotel chains).
Can you buy RoboFinals?
RoboFinals is in commercial deployment and is sold to operators; contact the manufacturer to buy, and see the pricing section for any recorded price.
What are alternatives to RoboFinals?
On the DEPLOY registry, comparable other robots to RoboFinals include 10Beauty Manicure System, CleanSpark Bitcoin Mining Fleet, Blueye X3 Ultra, IQM Radiance.
How does RoboFinals compare to 10Beauty Manicure System?
RoboFinals and 10Beauty Manicure System (10Beauty · 6 deployments) are both other robots on the DEPLOY registry. RoboFinals has 2 verified deployments on record. Compare both records for specs, safety, deployments, and verified-vs-claimed autonomy.
Is RoboFinals a top other?
On DEPLOY's intelligence score, which blends verified deployments, safety, adoption, media, and IP signals, RoboFinals ranks in roughly the top 49% of other models tracked by the registry.
What is RoboFinals's maturity stage?
RoboFinals is at the commercial stage on the DEPLOY maturity ladder (research, prototype, pilot, commercial, production). Commercial stage means production-grade deployments are operating at named customer sites.
Is RoboFinals safe?
RoboFinals has no incidents on record in the DEPLOY registry. This does not constitute a safety guarantee; it reflects the incidents DEPLOY has tracked and verified to date.
Methodology: Verified · 2 sources (no primary) · last reviewed 2026-07-14

Verification posture

Verified

Low confidence

Review state

Stable

Last reviewed 2026-07-14

Maturity + lifecycle

Maturity stage: commercial

Lifecycle: active

Architectural position

Cohort: other

Sources by quality tier

2
unclassified
Unclassified source

The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.

Methodology surface for RoboFinals.

Recent coverage

RoboFinals in third-party press

Lightwheel raises $145M to build robotics simulation and data infrastructure - Crypto Briefing

Jul 4, 2026

LightWheel Raises $145 Million, Creating the World’s First Embodied Data Unicorn - Pandaily

Mar 12, 2026

Simplify Generalist Robot Policy Evaluation in Simulation with NVIDIA Isaac Lab-Arena | NVIDIA Technical Blog - NVIDIA Developer

Jan 5, 2026