What the robot mower brands aren’t telling you about their specs – and which ones are actually useful


Robot mowers on a yard

Maria Diaz/ZDNET

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The perfect robot mower for you is not nearly as fancy and feature-heavy as you may think. I’ve said it before, and I’ll say it again: it’s not the lawn mower, it’s all about the yard. A robot mower may be a market leader with top-of-the-line specs and still not be a good fit for your yard.

Here’s the great news: There’s a perfect robot mower for almost any yard. As someone who’s tested numerous types of robot lawn mowers, I’ve learned that many of the specs that brands market as groundbreaking are simply not vital for most shoppers. A mostly flat, fenced-in 0.10-acre yard doesn’t need the power that a hilly, sectioned, unfenced one-acre yard does.

Also: I tested the Ferrari of robot mowers for a month – here’s my verdict

If you’re looking to choose the best mower for your home, be sure to check out ZDNET’s robot mower buying guide

Here’s what you don’t need to stress over when buying a robot mower

Eufy E15 Robot Mower

Maria Diaz/ZDNET
For yards with… Best robot mower type Examples
No fences A wired boundary is best, but a great GPS/RTK robot mower can stick to the map you make with it. Yardcare E400, Mammotion Luba 3
Fences A LiDAR robot mower that can be dropped to mow with little setup and learn its map as it navigates. Eufy E15, Ecovacs Goat A3000
A lot of trees A LiDAR or wired boundary mower, since trees can interfere with satellite signals. Husqvarna iQ series (optional wire, EPOS)
Unbordered garden beds A GPS/RTK robot mower that you can set up to avoid flower beds when mapping. Mammotion Luba 3, Husqvarna iQ Series
Bordered garden beds A LiDAR, GPS, or wired boundary robot mower works for these yards. If you choose a wired boundary, you may have to bury wire around the flower beds, unless the borders are tall enough for the mower to avoid. Mammotion Yuka, Navimow Series H
pets A LiDAR robot mower that can adjust its navigation in real-time in reaction to its surroundings. Mova LiDAX Ultra 2000, Segway Navimow i2
Hills and uneven terrain An AWD robot mower capable of handling steep slopes, regardless of the navigation type. Mammotion Luba 3, , Husqvarna iQ

1. Don’t focus on: ‘AI-powered’ or other marketing buzzwords

Segway Navimow X3 Series robot mower

Maria Diaz/ZDNET

Artificial intelligence (AI) has surpassed the popularity of acid-wash jeans in the 80s and Baby G watches in the early 2000s. And tech companies — including robot lawn mower manufacturers — are capitalizing on its appeal.

Most of these “AI-powered” or “intelligent mowing” terms are vague, geared to grab shoppers’ attention with buzzwords. That doesn’t mean that the robots don’t use AI to navigate, however. 

The key is to find out how the robot uses AI to its benefit, and whether that will meet your AI expectations. 

Also: This robot mower took care of my lawn for months – and it’s currently $300 off

AI algorithms typically process data captured by the robot’s hardware to help it make quick decisions and adjustments. For example, a robot lawn mower may have a set of sensors and cameras to capture its surroundings. The robot’s processor then uses AI to convert that information into actionable data, so it knows whether to swerve to avoid an obstacle or slow down around a retaining wall.

Instead, look for: The navigation tech under (and on) the hood

Instead of AI and other buzzwords, you should focus on matching the robot lawn mower’s hardware and navigation system to your yard. This includes whether the robot uses RTK (Real-Time Kinematic) for positioning, and whether it features LiDAR, cameras, and sensors. 

Then look at real user reviews to assess how accurately the robot mower maps and how well it performs around various types of obstacles.

There’s no blanket rule for robot mowers, but most do well with the following guidelines.

2. Don’t focus on: Premium extras

Yardcare E400 robot lawn mower

Maria Diaz/ZDNET

Skip the premium extras that don’t match your yard. You really don’t need the most advanced robot mower; you need the one that will best handle your lawn. 

Most US homeowners have mostly flat lawns, simple rectangular layouts, minimal obstacles, and small yards. Yet some of the most popular mowers advertise features that don’t match this, and you don’t want to spend an extra few hundred dollars on advanced features that won’t deliver a noticeable difference in your yard.

Instead, look for: Only as much as you need

Do you have a mostly flat lawn with no fences and need a robot that can navigate to several sections separated by paths? Then you can skip AWD models and commit to superior mapping and navigation features, like multi-zone intelligence.

Also: I let a modular yard care robot mow my lawn – here’s my verdict after a month

Similarly, if you have a yard with dense trees covering most of it, it’s safe to skip the RTK models and go for LiDAR or boundary wire options instead. 

3. Don’t focus on: Flashy app features

Mammotion Luba 2 robot mower path

The path lines created by the Mammotion Luba 2, as captured by our Bink Outdoor camera, is one flashy app feature I can’t quit.

Maria Diaz/ZDNET

Any dependable robot lawn mower requires an equally reliable mobile app to let you use it effectively. However, manufacturers market many flashy app features that end up being unnecessary for many users. 

Don’t make app features the deciding factor unless it’s something you genuinely care about. Many users don’t rely on voice control to run their mowers and don’t mind using a separate app for their robot rather than integrating it into an existing home automation system.

Also: I let a smart planter maintain itself for 2 months – here’s the result

A robot lawn mower with mediocre navigation and cutting performance can still have a flashy app — all while leaving behind missed patches or taking longer to finish mowing.

Instead, look for: The features you’ll actually use

Most robot mower users keep them running on a schedule to get the lawn-cutting chore off their minds. The majority of the most popular models offer basic features beyond scheduling, such as remote start and stop, basic mapping, automatic rain delay, and theft protection. 

It’s easy to find robot lawn mowers with these features, but if you’re looking for anything beyond that, just be sure that the feature is worth it, especially if you’re paying extra for that model.

Also: I’ve tested robot mowers for years – here’s my expert advice for every yard type

An example of a flashy app feature that is completely unnecessary, but I love having? The Mammotion’s pattern cutting. I can select the cutting pattern I want on the Mammotion app, whether I want lines or checkered, but I can also have the robot cut in custom patterns, like letters and numbers. I don’t care for mowed letters in my yard, but I like that it always has that freshly mowed checkered patterned with no effort from me. 

4. Don’t focus on: Cutting system extras

Segway Navimow X3 Series robot mower

Maria Diaz/ZDNET

The cutting width and system specs are important, as they can determine whether a robot can cover a given area in a day. However, most robot mowers use similar multiple-blade mulching systems. 

Unlike traditional lawn mowers with large blades for aggressive cutting in a single pass, robot mowers typically feature a set of small blades that constantly spin. Because of this, robot mowers trim smaller amounts of grass with each pass than a traditional mower, but they also cut more frequently and leave behind smaller grass clippings that decompose naturally.

Also: I powered my 3,000-sq-ft home with an EcoFlow battery in a blackout – here’s how it kept my AC on

Because the robot mowers have a smaller, compounding cutting system, the real-world differences between the cutting systems from one brand to another are often smaller than you’d expect. Other issues, like poor navigation, will be glaringly obvious before small differences in blade design.

Instead, look for: Cutting width and yard size

The average US yard would benefit more from navigation quality, consistency, and connectivity than blade design. Instead, you should focus on matching the mower to your yard size.

The robot’s capacity is measured in how many acres it can cover in a day. Among other features, this is calculated based on your robot’s battery size and cutting width. Essentially, most users want a robot that can mow an entire yard in a day, so you can set it and forget it and always come home to a mowed yard. You get this by getting the appropriate robot for your yard size.





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Recent Reviews


Forza Horizon 6 has already launched on Xbox Game Pass as a day one release, making May a big month for the subscription service. Still, what Microsoft gives, it also takes away, as two phenomenal JRPGs – Metaphor: ReFantazio and Persona 4 Golden – will leave the service at the end of the month. 

Xbox Game Pass, a CNET Editors’ Choice award pick, offers a wide selection of games that you can play on your Xbox Series X, Xbox Series S, Xbox One and PC or mobile device for as little as $10 a month. And with a subscription to the higher-tiered Game Pass Ultimate ($23 a month), you can access hundreds of games, including new ones the day they’re released, each month. 

Here are the games Microsoft plans to bring to Game Pass in May. You can also check out other games the company added to the service in April, including Hades 2, and more options in our list of the best gaming subscriptions.


Forza Horizon 6

On Game Pass Ultimate, Game Pass Premium and PC Game Pass now.

Forza Horizon 6 is the latest open-world racing game from Playground Games. This time, players can speed around Japan, from the busy cities to the countryside roads. More than 550 cars are available to collect via races, seasonal events and online challenges. The game continues the arcade-style racing the series is known for, and with more car customizations, a deeper progression system and dynamic weather changes affecting road conditions. 


Dead Static Drive

On Game Pass Ultimate, Game Pass Premium and PC Game Pass now.

Dead Static Drive mixes road trip exploration, survival horror and action gameplay in a strange post-apocalyptic world filled with supernatural threats. Players travel across highways and down while scavenging supplies, upgrading vehicles and fighting bizarre creatures. The game combines tense combat with quiet exploration, creating an eerie atmosphere with retro graphics. 


Pigeon Simulator

New to Game Pass Premium. Previously on Game Pass Ultimate and PC Game Pass.

Pigeon Simulator is a sandbox game unlike any other. As a pigeon, it’s up to the player to create as much disruption as possible in order to complete objectives, annoying pedestrians out for a walk and making use of the game’s unique physics systems. Players can fly over streets, knock over objects and find hidden secrets in this absolutely absurd game. 


Remnant 2

 On Game Pass Ultimate, Game Pass Premium and PC Game Pass now.

The soulslike subgenre is popular among gamers, and the Remnant franchise does a little something different by replacing swords with guns. In Remnant 2, players will fight off monsters and giant bosses in a world filled with secrets and loot. The sequel improves on the original by having more ways to customize your character and larger-scale battles intended for solo or cooperative play. 


Luna Abyss

On Game Pass Ultimate, Game Pass Premium and PC Game Pass now.

Luna Abyss is a fast-paced first-person shooter set in a mysterious underground colony. The sci-fi horror shooter has players descending deeper into a massive prison facility while battling enemies and learning the secrets of what happened here. The game offers stylish combat with fast movement as the story is told via the environments, which creates a tense and exciting experience built around shooting and exploration. 


Escape Simulator 

Coming to Game Pass Ultimate, Game Pass Premium and PC Game Pass on May 26.

Players work together to solve puzzles and uncover hidden clues in Escape Simulator. The cooperative escape room experience puts players in themed areas such as mysterious labs or fantasy dungeons. Each room introduces new mechanics and requires teams to work together to escape. The game’s online community can also contribute to the game by creating their own rooms with custom scenarios. 


Echo Generation 2

Coming to Game Pass Ultimate and PC Game Pass on May 27.

Echo Generation 2 continues the voxel-inspired RPG series with a new adventure focused on supernatural mysteries with turn-based combat. Players explore strange towns, investigate paranormal events and battle bizarre enemies. The sequel expands on the original game’s storytelling and combat system while keeping the colorful visuals and quirky humor.


The Outer Worlds: Spacer’s Choice Edition

Coming to Game Pass Ultimate, Game Pass Premium and PC Game Pass on May 27.

The Outer Worlds: Spacer’s Choice Edition is the complete, remastered version of the 2019 sci-fi RPG from Obsidian Entertainment. This version includes the previously released DLC, a higher level cap, better graphics, improved performance, additional animations and more improvements on the original game.  


Crashout Crew

Coming to Game Pass Ultimate and PC Game Pass on May 28.

A mix of party game chaos and cooperative action, Crashout Crew throws players into unpredictable arenas filled with traps, obstacles and physics-based mayhem. Players race to complete objectives while trying to survive the hectic action. Fast matches, colorful visuals and multiplayer gameplay make it easy to play online with friends or strangers. 


Kabuto Park

Coming to Game Pass Ultimate, Game Pass Premium and PC Game Pass on May 28.

Collecting rare insects and exploring colorful outdoor environments are at the center of Kabuto Park. You have to search forests and parks to find new species while upgrading equipment to compete in bug tournaments. The cheerful art style blends with exploration and creature collection, making for a relaxing game about finding bugs. 


Final Fantasy 6 

Coming to Game Pass Ultimate, Game Pass Premium and PC Game Pass on June 2.

Final Fantasy 6 is not only one of the best Final Fantasy games, but it’s also one of the best games ever. First released on the SNES in 1994, the game follows a cast of characters out to save the world. This version is part of the Pixel Remaster for the older Final Fantasy 2D games that improves on the visuals, updates the audio and adds modern gameplay improvements so new and returning players can enjoy. 


Jurassic World Evolution 3

Coming to Game Pass Ultimate, Game Pass Premium and PC Game Pass on June 2.

Building and managing a dinosaur theme park returns in Jurassic World Evolution 3. As the park manager, you’ll have to balance guest entertainment, scientific research and park security while also dealing with those giant dinosaurs just waiting to take over the island. Expanded customized tools, a new management system and improved creature behaviors improve on the previous games while adding more depth to the simulation gameplay, giving players a taste of what running a dinosaur park could feel like. 


Watch this: Your Phone is Disgusting: Let’s Fix That


Games that are leaving the service

While Microsoft is adding the above games to Game Pass, it will also remove five games, including two amazing JRPGs: Metaphor: ReFantazio and Persona 4 Golden. If you want to finish either of these games before the end of the month, now is the time as these games take many hours to beat.

For more on Xbox, discover other games available on Game Pass now, read our hands-on review of the gaming service and learn which Game Pass plan is right for you.





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