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FindArticles > News > Technology

Mammotion Launched the Most Autonomous Yard Robots at the Show

Gregory Zuckerman
Last updated: January 7, 2026 8:14 pm
By Gregory Zuckerman
Technology
7 Min Read
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Mammotion is making outdoor automation more of a set-it-and-forget-it reality, introducing a new flagship lawn mower and pool cleaner designed to eliminate the final vestiges of manual labor that agitate homeowners. The Luba 3 mower and Spino S1 Pro pool cleaner are the company’s most autonomous designs to date, featuring precise navigation, smarter perception, and docking systems that seek to abolish barriers — literal ones like fences in yards or metaphorical ones like babysitting and heavy lifting.

Luba 3 Levels Up With LiDAR, AI, and NetRTK

The Luba 3 series advances Mammotion’s Tri-Fusion Navigation by combining a LiDAR 360° scanner, a dual-camera AI vision system, as well as NetRTK positioning to provide map accuracy of ±1 cm and to enable borderless mowing. In layman’s terms, that translates into tighter edges, fewer missed patches, and consistent route planning without having to bury a perimeter wire or place a local base station.

Table of Contents
  • Luba 3 Levels Up With LiDAR, AI, and NetRTK
  • Spino S1 Pro Aims for Zero-Touch Pool Care
  • The Significance of Full Autonomy in Outdoor Robotics
  • Early Take and What to Watch in Real-World Use
A white and orange robotic lawnmower with large, textured wheels, presented on a professional light blue and white gradient background with subtle geometric patterns.

A new 10-TOPS onboard AI processor parses sensor data on the fly, providing capabilities such as obstacle detection, anti-fall protection near retaining walls, and quick rerouting if pets and toys pop out or sprinklers are activated. Sensationally layered sensing — this is something markedly interesting in its class; most wire-free mowers are largely dependent on vision or GNSS. And both technologies can face handicaps from shadows, glare, or canopy while operating over thick grass. Combining multiple modalities, Luba 3 is designed to keep cutting even when conditions change.

Performance hardware remains aggressive. It is all-wheel drive — four separate wheel motors let the mower handle slopes up to 80% (38.6°). There are 1,000 watts of capacity being pushed out through an omni wheel — that assists with turning without tearing up the turf — and you can feel it through a drivetrain optimized for grip on lumpy ground where lighter front-drive models often slip. Mammotion says the Luba 3 can mow as much as 7,000 square feet an hour and cover about 1.75 acres in a day, knocking it right down into estate-ready territory yet still small enough to tackle tricky suburban lots.

Setup is managed in the app by walking around virtually and defining zones, schedules, and keep-out areas. In our past experience with wire-free systems, the real challenge presented itself in GNSS dropouts under trees; NetRTK’s cm-grade corrections combined with LiDAR landmarks should greatly reduce drift here. It starts at $2,399 in North America.

Spino S1 Pro Aims for Zero-Touch Pool Care

For pools, the Spino S1 Pro targets perhaps the most neglected pain point: dragging a slippery, waterlogged robot out of the deep end.

Its AutoShoreCharge system leverages a robotic arm to lift the cleaner out of the water and dock it for charging, eliminating the need to fish it out by hand. A stable underwater communication link ensures a solid signal in a 10-meter radius so the cleaner can reliably find its dock — a big failure point for cordless models.

The cleaner’s ZonePilot vision learns how and where to clean, while its intelligent location feature zeroes in on debris-dense areas and cuts down the wasted passes.

A 16:9 aspect ratio image showcasing a white and orange robotic lawnmower, its charging station, and a set of replacement blades, all presented on a clean, professional background.

Specs are similarly aggressive: up to 6,800 GPH suction, five cleaning modes, two roller brushes, and a dual-layered filter that can pick up pretty much anything from leaves to fine silt. Five brushless motors and wide treads are constructed to adhere to walls, steps, curves, and cross grooves with minimal slippage for full-floor and waterline coverage without the pause-and-reverse pattern.

Control and monitoring reside in the Mammotion app, though the pitch is minimal interaction once you’ve got your routines set. The model is already an honoree for the CES Innovation Awards, and that’s also an early signal that its dock-and-lift approach makes sense to judges seeking practical autonomy, not successive feature lists. Price information has not been released yet.

The Significance of Full Autonomy in Outdoor Robotics

Wireless mapmaking and auto-docking are not mere conveniences; they make or break robots’ daily runs without oversight. In lawn care, boundary wires can snap and constrict landscaping changes, while camera-only navigation can falter in strong sun or dim light. In pools, poor connections leave cleaners stranded halfway through a cycle and “robotic” goes all the way to “manual.” By addressing these weak spots, companies inch closer to true hands-off maintenance.

Market dynamics reinforce the shift. Grand View Research is forecasting double-digit CAGR for robotic lawn mowers through 2030, as labor shortages, aging homeowners, and a premium on quiet, energy-efficient maintenance fuel the desire for these new tools. Smarter autonomy also increases the possible number of customers to include difficult properties — steep lawns, complex perimeters, shaded yards, and freeform pools among them — where earlier generations could not succeed.

Early Take and What to Watch in Real-World Use

The Luba 3’s sensor fusion and 80% grade rating look alluring on paper — particularly against competitors who max out lower on hills or rely on fixed boundary infrastructure. Real-world testing will show how NetRTK performs under heavy tree cover, how well LiDAR penetrates reflective water features, and whether the omni wheel helps maintain turf health over a season.

On the Spino S1 Pro, AutoShoreCharge is the marquee item to keep an eye on. Manual docking with complex floor designs and wide-ranging water clarity can be challenging, and the safety and longevity of a robot lift matter. While Staub emphasized that no-touch is a new product and they need more time to gather data, he did have some concerns about how battery life, filter maintenance schedules, and connectivity reliability around tile and steel structures will fare in the long run.

If the execution matches the spec sheets, Mammotion’s duo are an encouraging step toward truly autonomous yard and pool care machines that map once, adapt constantly, and automate routine maintenance.

Gregory Zuckerman
ByGregory Zuckerman
Gregory Zuckerman is a veteran investigative journalist and financial writer with decades of experience covering global markets, investment strategies, and the business personalities shaping them. His writing blends deep reporting with narrative storytelling to uncover the hidden forces behind financial trends and innovations. Over the years, Gregory’s work has earned industry recognition for bringing clarity to complex financial topics, and he continues to focus on long-form journalism that explores hedge funds, private equity, and high-stakes investing.
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