Top 20 Data Science and Machine Learning Projects in Python (Part-II)
The 5 Best Self-Emptying Robot Vacuums For Effortless Cleaning
The main appeal of robot vacuums is that the device does the cleaning for you, freeing you up for other activities or relaxation. And for those who really want to enjoy an effortless cleaning experience, consider a self-emptying model. You barely even have to touch these devices, as they return to their docks and deposit their debris into bins that only need occasional emptying. Out of the very best self-emptying robot vacuums, our top pick overall is the iRobot Roomba s9+, as it can hold a charge for 120 minutes, is conveniently shaped to reach corners and it has extra strong suction power.
The best self-emptying robot vacuums provide a hands-free cleaning experience.
Illustration: Forbes / Photo: RetailersWhile self-emptying models are great for busy professionals and pet owners, they're especially "ideal for allergy sufferers, since self-emptying models often use sealed bags to trap dust," says Ahmed Mezil, CEO of cleaning company Hellamaid. They also make sense for "people with larger homes, where a standard bin fills up too quickly," he adds. Many robot vacuums cost more than a standard vacuum does, but their autonomous nature means you get your time back. Even so, we've included a more affordable (but still efficient) option, the Eufy X8 Pro, if you don't want to spend too much. We also have a top-rated recommendation for pet hair, a vacuum-mop combo and more.
Base dimensions: 11.49 x 14.93 x 19.02 inchesRobot dimensions: 12.25 x 3.5 inchesDustbin capacity: 60 daysMax runtime: 75 minutesWarranty: 3 yearsFeatures: PerfectEdge Technology, dirt detection, voice control
What you'll love:
Keep in mind:
While robot vacuums traditionally have a round shape, the iRobot Roomba s9+ has a D-shape, which helps it gets into corners to pick up dirt circular vacuums can miss. This model has a souped-up engine with impressive power to inhale debris without scattering it all over the place. The large, wide rubber brushroll is located at the front of the device, which helps it really shine at pulling dirt and debris from carpets and perform well at picking up even longer hair strands.
The advanced camera-based smart floor-mapping system can learn and remember about specific furniture placement, and you can instruct it to exclude specific areas. This model has multilevel mapping (with the capacity to store up to ten maps), so it's a great choice for homes with more than one floor.
The bin capacity should last you two months without emptying. That, along with the up to 120 minutes runtime on one charge, makes the s9+ a hands-off and effortless choice. The app is easy to navigate, and works with Alexa and other voice assistants so you can direct it to a specific mess that needs cleaned promptly. The s9+ also learns your needs and habits and can suggest additional seasonal cleanings to fight allergens like pollen and shedded pet hair. Note that this model does not feature Roomba's P.O.O.P. Promise, meaning it's not designed to specially avoid pet messes. Pet owners with animals prone to accidents may want to invest in a different model (like the popular j7+ model), although this pick is still our favorite for anyone else.
Best Buy
iRobot Roomba j7+
Base dimensions: 15.7 x 11.9 x 13.3 inchesRobot dimensions: 13.3 x 3.4 inchesDustbin capacity: 60 daysMax runtime: 90 minutesWarranty: 3 yearsFeatures: Dirt detection, obstacle avoidance, voice control
What you'll love:
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Also from iRobot, the Roomba j7+ has a lot in common with our top overall pick—but it's more suited for people with pets. While it retains the more common circular shape, it does feature an edge-sweeping brush to help get debris out of corners and up against baseboards. The dual rubber brushrolls help suction up pet hair and debris from wood floors, linoleum and carpets—whatever you've got. Users report that even with a bin full of pet hair, after docking the self-emptying features works smoothly with no clogs.
Hellamaid's Mezil praises the Roomba j7+ as the best pick for pet owners for its, "great pet hair pickup and smart obstacle avoidance." The app offers smart mapping of your home and also to specify "Clean Zones" and "Keep Out Zones." As the robot scoots along, it takes photos of obstacles it encounters and gives you the opportunity to identify them to train the vac—so you can let it know whether it found pet waste, a cat toy, an ear bud or something it should attempt to vacuum up. You can also order replacement bags for the dustbin directly through the app. IRobot is so sure that this vacuum can successfully navigate around pet waste that it offers the P.O.O.P. (Pet Owner Official Promise): The company will provide you with a replacement vacuum if yours runs into dog poop. Note that some reviewers do report encounters with the j7+ and pet waste, so it's possible you might have to take them up on their offer.
Base dimensions: 15.1 x 7.7 x 6.1 inchesRobot dimensions: 13.9 x 13.8 inchesDustbin capacity: 60 daysMax runtime: 180 minutesWarranty: 1 yearFeatures: Detangling roller brush, laser navigation, mop, child lock
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This isn't the newest robot vacuum from Eufy, but it's a solid option with great features that's been well reviewed. And if you want a self-emptying robot vacuum without paying closer to $1,000 for it, the X8 Pro is a great choice. Eufy claims that the powerful twin-turbine suction of the X8 Pro in conjunction with their roller brush technology mean the robot not only suctions up any hair from your floors, but that hair also doesn't get tangled up in the works.
The Eufy Clean app works in conjunction with the customizable AI mapping feature to program where you want to the vacuum to go and what its boundaries are. The iPath laser navigation scans for obstacles to avoid—like your sleeping cat.
According to Eufy, the 2.5 liter anti-bacterial bag in the station stores your dust and debris for up to 60 days without emptying in a three-person household with no pets, 45 days with one pet and 30 days with two pets.
Amazon
Shark Detect Pro Self-Empty Robot Vacuum
Dimensions: 20.1 x 13.4 x 13.6 inchesDustbin capacity: 60 daysMax runtime: 90 minutesWarranty: 1 yearFeatures: HEPA filter, NeverStuck Technology
What you'll love:
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Shark Detect Pro has features that make it ideal for a home with multiple flooring surfaces or carpets or rugs of different piles. The unit's NeverStuck Technology can detect when a higher level is in front of it. Then, like a Transformer, it sprouts gear-like legs on each side to actually lift it up over obstacles and uneven flooring and lower it down again. This, combined with the ability to adjust the brushroll when it detects carpet, makes it ideal for shoppers looking for a self-emptying robot vacuum that can handle cleaning rugs.
This vacuum has multiple sensors including its EdgeDetect, which produces a blast of air around edges and corners to dislodge debris so it can suction it up. Some users have reported that the air gusts can actually scatter dirt around, though, so the device may have to go back over the area.
Amazon
Roborock S8 Pro Ultra Robot Vacuum And Mop
Base dimensions: 16.8 x 20.2 x 17.7 inchesRobot dimensions: 13.8 x 13.9 x 3.8 inchesDustbin capacity: 7 weeksMax runtime: 180 minutesWarranty: 1 yearFeatures: High-power suction, fast charging, multiple cleaning settings
What you'll love:
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The Roborock S8 Pro Ultra Robot Vacuum and Mop has four cleaning settings for ultimate flexibility: vacuum only, mop only, vacuum then mop, and vacuum and mop simultaneously.
The mop pad vibrates to help it pick up muck, which makes this device better at scraping off dried stains than some other models. Even when the mop feature is engaged, the S8 Pro Ultra can sense a rug or carpet so it can lift the wet pad up.
Infrared imaging and 3D obstacle avoidance help the unit avoid hazards in both light and dark rooms. The convenient app lets you schedule cleaning cycles and map a home up to four floors. Also, you can set the vacuum to clean along the floor direction to minimize scraping along seams and divisions on your flooring. All of the self-directed features mean this model is almost effortless to use, aside from periodically refilling the clean water tank, emptying the dirty tank from the dock and, approximately every seven weeks, changing the dustbin bag. The self-washing and self-drying features also help deter mold and odors accumulating in the tanks.
Why Trust Forbes VettedForbes Vetted's home and kitchen team has extensive experience with all sorts of cleaning devices, including all different models of vacuums.
How We Chose The Best Self-Emptying Robot VacuumsTo narrow down our list to the best self-emptying robot vacuums, we relied on our own expertise with vacuums, conducted extensive research and dove deep into consumer reviews.
What Is The Best Self-Emptying Robot Vacuum?
The best self-emptying robot vacuum for you will depend on your lifestyle, whether your home is mostly smooth floored or carpeted, whether you have pets and a number of other personal factors. While there are many more specialized models, we think the iRobot Roomba s9+ is a solid option that will do the job for most shoppers.
Is It Worth Getting A Self-Emptying Robot Vacuum?
If you have the budget to invest in a self-emptying robot vacuum, we think it's worth it. Once you've set up the app and mapped your cleaning zones, you can let the device do the work while you accomplish other tasks or just relax. "For those with busy schedules, pets or allergies, the convenience and reduced maintenance make it a worthwhile purchase," says Mock. "While they may come at a higher price point, the time saved and improved cleanliness often justify the cost. Mock also points out that "this type of vacuum can also be a great option for elderly individuals or those aging in place, as it requires minimal physical effort." She continues: Once the initial setup and mapping are complete—potentially with assistance—it can be operated with the push of a button, making routine cleaning much easier and more accessible."
What Are The Negatives Of Robot Vacuums?
Before you unleash your new device on your floors, you will have to connect it to your Wi-Fi, set up the app, help it to map your rooms and perform a number of other initial tasks. Some people find them daunting, but once that's all done, the vacuum will function mainly on its own. There are cases when a vacuum gets "lost" or stuck and may need to be rescued from somewhere in your home, but these are rare. Mock adds that they "do not come with attachments for cleaning furniture, high places and crevices, limiting their versatility." Most robot vacuums have the capability to avoid obstacles in their paths and many can even specifically identify dog poop. But in the rare chance that your vacuum does encounter pet waste, that would be the most negative aspect.
I Used This Amazing Robot Vacuum And Mop For A Month — And My House Has Never Been Cleaner
Today's best Deebot X8 Pro Omni deals
Ecovacs Deebot X8 Pro Omni robot vacuum specs
Overall cleaning performance: 88.6Pet hair score: 72.5Size: 13.9 inches x 3.9 inchesModes: Mopping, VacuumingDustbin bag capacity: 3 litersSmart home compatibility: Alexa, Google, and Ecovacs app
Given the number of new models constantly hitting the market, it's hard to stand out as one of the best robot vacuums.
Ecovacs grabbed my attention with the expensive Deebot X8 Pro Omni, which offers an insane number of features and staggering cleaning performance. It's not just a robot vacuum that supplements manual cleaning; it can do the day-to-day cleaning and let you be the occasional supplemental cleaner.
Sure, it's expensive at $1,299 from the Ecovacs website, but if you're the type of person who truly hates cleaning but wants to live in a clean home, it's an investment worth considering.
Ecovacs Deebot X8 Pro Omni review: Price and availabilityThe Ecovacs Deebot X8 Pro Omni isn't a cheap robot by any means. Its full price is $1,299, though the company currently offers it for $1,169 as part of its launch promotion (which may not be happening when you read this). So, for our purposes, we will assume you'll need to pay the full price.
The flagship robot vacuum is now available on the Ecovacs website with free shipping. The price gets you the vacuum, the base and a vacuum bag, so all you need to do is add water and some cleaning solution to get started. You will need to replace the bag after a while, and Ecovacs sells a three-pack for $24.99. The cleaning solution sells for $47.48 for a two-pack, and the system is designed to use the optimal amount for cleaning.
Ecovacs Deebot X8 Pro Omni review: Design
The Ecovacs Deebot X8 Pro Omni comes in a hefty box and requires minimal work to get it up and running. Following the quick start guide, you'll be cleaning your floors in less than 15 minutes from opening the box.
The base looks attractive, albeit a little large, with its two water containers, ramp for the vacuum and all the internals. Large as it may be, it looks high-end and, depending on where you put it, will likely draw visitors' attention.
From the top, the robot looks like almost every robot vacuum you've encountered, though it's slightly lower at 3.9 inches, allowing it to fit under more furniture. It doesn't have a protruding dome on the top like many competitors, which lets it sit even flatter.
The round piece that covers the dust box just rests on the vacuum, and I wish it had a more secure locking mechanism to keep it in place when manually moving the vacuum around. It doesn't fall off during cleaning, but it seems like an odd design choice.
On the bottom, you can see the difference: the roller mopping pad, which is meant to clean more like a human and less like robot vacuums with flat mop pads.
The wheel design allows the vacuum to climb over uneven ground (I have significant bumps between the laminate flooring in my living room and the tile in the hallway) without too much effort.
Ecovacs Deebot X8 Pro Omni review: Performance and test resultsSwipe to scroll horizontally
Ecovacs Deebot X8 Pro Omni overall test results (out of 100) Header Cell - Column 0Cheerios
Kitty Litter
Pet Hair
Hardwood Floor
99.4
98.3
75
Carpet
90
99
70
We run every robot vacuum through various tests to ensure it's up to snuff. Outside of the day-to-day usage, we put the Ecovacs Deebot X8 Pro Omni in a five-by-five foot space with Cheerios, pet hair and kittie litter on both tile floor and carpet. We use 20g of Cheerios and kitty litter and 5g of pet hair to see what percent the vacuum sucks up and how much it leaves behind.
This vacuum did well with the larger items on the tile floor, scoring high on the Cheerios and kitty litter tests. It performed right around average for the pet hair test, pulling up 75% of the 5g of pet hair we laid down.
On carpet, the results were solid for cereal and kitty litter, but 70% of the pet hair is a little lower than I'd like to see from a high-end robot vacuum.
Based on average scores across carpet and hard floors, I can say it does a good job, but it's not the best robot vacuum we've ever tested. It could definitely stand to improve with pet hair performance, but it excelled in the kitty litter test on both carpet and hard floors.
Swipe to scroll horizontally
Ecovacs Deebot X8 Pro Omni: Combined cleaning performance scores Row 0 - Cell 0Overall Score
Cereal
Kitty litter
Pet hair
Ecovacs Deebot X8 Pro Omni
88.6
94.7
98.7
72.5
Shark PowerDetect 2-in-1
94.6
99.8
91.5
92.5
Roborock S7 MaxV Ultra
91.26
99.8
95.73
78.25
Samsung JetBot AI+
89.51
99.63
90.4
78.5
Roomba j7+
91.81
98.33
94.6
82.5
Roomba s9+
96.82
92.5
100
98
Roborock S4 Max
96.25
98.38
96.38
94
Ecovacs Deebot X8 Pro Omni review: Mopping performance
I found the Ecovacs Deebot X8 Pro Omni to be a stellar mop. I'd argue that my floors have never been cleaner, as you'd never catch me mopping my house every day before I had this robot to do the dirty work. Sure, I clean up after spills and doggy accidents with paper towels and cleaning spray as they happen, but there's something to be said for a daily whole-home mopping.
With an eight-year-old child, two clumsy adults, a senior dog, two other dogs and two cats making messes, the Deebot X8 Pro Omni's mop portion received quite the workout. Nevertheless, it passed all the tests with flying colors.
Ice cream? No problem. Hot sauce? What hot sauce?! Even thick peanut butter was no match for this robot vacuum.
The base even cleans the mopping pad after each use (though you will need to do manual cleaning every few months, which the app will remind you about), so there's almost no intervention required on your part.
Ecovacs Deebot X8 Pro Omni review: App
The app is solid and does everything you could think of in terms of tweaking the settings for both the robot and its base. You can see and edit the map of your home, making it easy to manipulate it if something is off (shrinking or expanding a wall, adding a virtual boundary, etc.).
I found that it could be a little finicky with adjusting walls — I wanted to make a wall smaller, and it wouldn't let me for whatever reason — but it's not a deal-breaking issue as the vacuum still worked in the room fine, it just thought one side of my bed was a wall for some reason.
You can choose individual rooms to clean or just unleash the robot on your whole home. You can even draw a small area for it to clean if there is a spill.
Like everything in the tech space, an AI assistant can control the Ecovacs Deebot X8 Pro Omni. Using its wake word, you can tell it to clean a specific room with certain settings. It worked well enough, but I preferred just tapping on the app to customize how I wanted things cleaned.
Everything from pairing the robot to the app initially to using it on a daily basis seems well thought out, so I have no complaints about the app or the way it functions.
Ecovacs Deebot X8 Pro Omni review: Verdict
Overall, I really like the Ecovacs Deebot X8 Pro Omni robot vacuum and mop. Its cleaning performance in real-world scenarios is stellar, keeping my house cleaner than I ever have manually. Sure, like all robot vacuums, you'll need to do manual cleaning, but this does a good job of daily cleaning.
The only real knock against it is the scores on the pet hair in our test, but I have to say it does a good job of keeping my house free of pet hair (at least relative to how it was before this particular vacuum entered my life).
With all that said, the vacuum is expensive, so I expect stellar performance across the board, which it doesn't do in all of the tests.
More from Tom's GuideToday's best Deebot X8 Pro Omni deals
Ecovacs Deebot X8 Pro Omni: Price Comparison
I've Extensively Tested The Very Best Robot Vacuums In My House: The Bots You Should Buy In 2025
The term "robot vacuum" seems to cover a lot of devices these days. Some are actually vacuums, some are mops, and the best do both. I've tested so many robovacs over the past 18 months and counting that I think I could eat off my floors. I've also learned a few important lessons along the way, and I want to help you make the right decision for your home cleaning needs. These are the best robot vacuums on the market today.
Narwal Freo Z UItra: The best robot vacuum overall
Narwal Freo Z Ultra
Quiet operation • Multi-months vacuum storage • Heated water mopping
MSRP: $1,499.99
Powerful suction and nearly-total automation
Continuing to innovate, the Narwal Freo Z Ultra adds a large vacuum bag to the self-cleaning base station, heated electrolyzed water, AI smarts, and quieter than ever operation. It sweep, it vacuums, it mops, and it does it all automatically for weeks on end. Now with a baseboard cleaning brush.
Positives
Cons
You do not need to spend much time with the Narwal Freo Z Ultra to see that it's a superb floor-cleaning machine. In fact, this bot is smart enough and has enough automation that you don't have to spend much time at all to keep your floors clean. It is one of the most powerful robot vacuums on the market, and it has some of the best mopping capabilities as well.
To me, the most important part about the Freo Z Ultra is how Narwal continues to focus on the user experience. Not only does this bot keep my floors clean and shiny, but it's also one of the easiest to use. Scheduling cleaning, combined with AI-powered smarts and Narwal's DirtSense technology, means I do not have to think about it at all. And, as one of the quietest bots around, I sometimes don't even notice it's doing its thing.
LiDAR mixes with laser range detectors and AI-powered cameras to ensure the best mapping, navigation, and obstacle avoidance. The base station collects several weeks' worth of dry debris and houses the water and detergent for the mopping system. As a bonus, the Freo Z Ultra has a baseboard duster on it as well, adding a third dimension of cleaning that most bots do not.
The Narwal Freo Z Ultra is my favorite robot vacuum, bar none.
Folks with hair will appreciate Narwal's zero-tangling vacuum system. I've only been rolling with the Freo Z Ultra for a short while, but it's the exact same system as on the Freo X Ultra. I had the X Ultra running in my house for 11 months before switching to the Z Ultra, and it literally had zero hair caught in the roller when I swapped it out. This is not a gimmick, and it's an absolute pleasure not to have to clear tangled hair!
Easy to use, quiet, efficient, and it does a great job on the floors, this is my favorite robot vacuum, bar none. It's pricey, but it's the one I would recommend to anyone with an unlimited budget.
Jonathan Feist / Android Authority
Read moreRoborock Saros 10R: The best slim robot vacuum
Roborock Saros 10R
Quick, quiet, efficient • High threshold clearance • No-tangle design
MSRP: $1,599.99
Slim and stylish
The Roborock Saros 10R packs nearly every bell and whistle you could want in a robot vacuum, and is one of the very best floor-cleaning machines on the market in early 2025.
Positives
Cons
The Saros 10R is the first entry in the all-new flagship Saros series from Roborock. The series has a focus on automation and elegance, and part of the Saros 10R's appeal is the slim design and complete lack of a LiDAR turret.
I have to give Roborock credit where it's due here. When I first heard that the Saros 10R lacked a 360-degree LiDAR turret, I was skeptical. My past experiences with pre-LiDAR robot vacuums led me to assume the worst. But after extensive testing, I can confidently say that Roborock's AI-powered StarSight Autonomous System 2.0 delivers some of the best navigation I've ever seen. But the absence of the turret really shines by allowing this ultra-premium vacuum to be Roborock's slimmest design yet, standing at just 3.14 inches tall — that means it'll get under furniture other bots can't.
From the moment I unboxed the Saros 10R and initiated its first mapping run, I was impressed. It quickly learned the layout of my home and adapted seamlessly to obstacles that changed throughout my testing period, including the usual clutter of the holiday season and the aftermath of my trip to CES. The bot consistently demonstrated intelligent navigation, effortlessly recognizing furniture legs, cables, and even irregularly shaped objects that would have confused older models. The thin profile also allowed it to clean under tables and furniture that most bots struggle to access.
The Roborock Saros 10R gets under furniture other bots can't.
In terms of cleaning performance, the Saros 10R delivers exceptional results. The suction power, reaching up to 20,000 Pa, handled dust and debris with ease. The dual-mop design, inherited from the 2024 Qrevo series, ensured superior floor washing, and the mop management system was a standout feature. I particularly appreciated the way the mop heads automatically detached at the base station when not in use, preventing unnecessary dirt from transferring to my floors.
Another highlight is the AdaptiLift feature first introduced with the Qrevo Curv (I'll get back to that later in the list), allowing the bot to clear 4cm obstacles with ease. The FlexiLift raising wheels further enhance its ability to navigate over thresholds and carpets. The edge-cleaning capabilities have also received a significant boost with the extending mop and side brush, ensuring thorough corner coverage.
Jonathan Feist / Android Authority
Read moreEureka J15 Pro Ultra: The best robot vacuum under $1,000
Eureka J15 Pro Ultra
16,200 Pa suction power • Great mapping and navigation
MSRP: $999.99
Reliable floor cleaning solution
The Eureka J15 Pro Ultra is proof that Eureka can iterate quickly with its robot vacuums. A huge leap forward in navigation and mapping, the J15 Pro Ultra is a powerful floor-cleaning companion with anti-hair tangling razors that can operate for a long time without your intervention.
Positives
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The very best robot vacuums often stretch well until the four figures, but what if your budget stops at a more reasonable $999? Well, the Eureka J15 Pro Ultra has you covered.
Eureka says that this is "literally everything you could want from a flagship" robot vacuum, and based on my testing of this one, I'm inclined to agree.
This is still a premium vacuum and mopping machine despite undercutting the absolute elite. It has an incredible 16,200 Pa of suction pressure, a row of small blades on the main brush that does away with tangled hair, and ScrubExtend mopping pads that push out from the side of the bot to brush right up against walls and cover more cleaning area.
Jonathan Feist / Android Authority
Read moreSwitchBot S10: The best robot vacuum for home automation
SwitchBot S10
Reliable and efficient • Extended autonomy • Smarthome integration
MSRP: $1,199.99
Part of a vast smart home ecosystem
The SwitchBot S10 is a capable and reliable floor cleaning solution that seamlessly integrates into your SwitchBot smart home ecosystem. It mops, it vacuums, and it can be hard-wired to your home plumbing for virtually autonomous operation.
Positives
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For those that are using, or are interested in, the SwitchBot ecosystem, have I got a treat for you: The SwitchBot S10 robot vacuum is a superb addition to your home automation setup.
Make no mistake, the S10 is about average in terms of its ability to clean, and the bot itself is larger than most, so it can't get into a lot of places, but in terms of being a part of a larger ecosystem, it's one of the most exciting machines I've reviewed.
The SwitchBot S10 was my first device from the SwitchBot ecosystem, and now I have many of their products across my home. Their ability to work together to automate your home is not just practical, it's fun. I think the best setup is to place the SwitchBot water leak detectors in key places of your home, then configure the S10 robot to go mop up any messes that the sensor detect. With the S10 plumbed into your home, it has infinite fresh water and dirty water disposal, so you never have to think about it.
SwitchBot offers several robot vacuums in different sizes, but the S10 remains the most capable of the bunch.
Read moreEureka E20 Plus: The best budget robot vacuum cleaner
Eureka E20 Plus
High-capacity • Reliable navigation • 8,000 Pa suction power
MSRP: $599.99
No fuss floor cleaning
The Eureka E20 Plus offers a reliable automated clean. AI navigation and obstacle detection pairs with a bagless design for weeks of uninterrupted operation.
Positives
Cons
If you are not in a position to drop flagship-level prices on a robot vacuum, the Eureka E20 Plus is well worth your consideration.
This bot navigates well, vacuums as well as the premium units, and has a really good base station for collecting dry debris. It lacks in the mopping department — it has a small water reservoir to scrub your floor in places, but is not a mopping machine.
I've tested several Eureka robot vacuums over the past year and beyond, and I'm happy to report that the company's navigation and obstacle avoidance tech has improved significantly in a short amount of time. Simply put, I would select this entry-level bot over Eureka's last-gen flagship device.
Jonathan Feist / Android Authority
Read moreHonorable mentions Narwal Freo X Ultra
Narwal Freo X Ultra
Self-cleaning • Accurate mapping and navigation • Efficient floor cleaning
Our floors have never looked cleaner
Powerful suction, anti-clog dirt channels and brushes, LiDAR and laser sensors, and a convenient self-cleaning base station make the Narwal Freo X Ultra one of the best robot vacuums we've seen for home users. Safe and efficient operation for wood, tile, carpet, and nearly every floor surface in between.
See price at Amazon
Save $400.00
My personal top pick from the last generation of robot vacuums, the Freo X Ultra is the only modern bot I've tested that does not have a camera. This makes it the ultimate ultra-premium robovac for privacy. I am a huge fan of its internal dust compression system, which means a little vacuum bag lasts for many weeks before needing to be replaced. In addition, the Freo X Ultra continues to leave behind the cleanest look after mopping my floors. It simply makes my kitchen tile floor look amazingly clean.
Narwal Freo X PlusNarwal Freo X Plus
Powerful bot • Budget-friendly • Zero-tangling brush
Powerful and budget-friendly robot vacuum
The Narwal Freo X Plus is the sister-bot to the flagship Freo X Ultra. Take advantage of the same intelligent DirtSense mapping and cleaning capabilities, and minimal compromises to reach the much lower price.
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Narwal's budget-friendly offering from last generation, it is nearly as capable as the Freo X Ultra, but the Freo X Plus is not made to work with a base station, so you are limited to a small water reservoir.
Eufy S1 ProEufy S1 Pro
Powerful suction • LiDAR sensor • Ozone cleaning
Ozone sterilization while it vacuums and mops your floors
The Eufy S1 Pro is a square-body robot vacuum that sweeps, vacuums, and mops your floors. Plus, Eco-Clean Ozone adds sterilization to both your home and the bot. Mapping using LiDAR, while navigation includes RGB cameras. The base station extracts dirt, auto-washes and dries the unit, and more.
This premium offering from Anker, under the eufy brand, is a slick robot vacuum with solid mopping capabilities. The eufy S1 Pro ran completely automated in my house for many months. It was a little clumsy, but I truly appreciated that the LiDAR sensor was not housed in a turret atop the unit but dropped below a flat top. A superb cleaning machine, it just falls a tad short of making the main best list.
Roborock Qrevo CurvRoborock Qrevo Curv
Feature packed • AI smarts • Voice activation
Next-level robot vacuum
With a number of industry leading specifications and features, the Roborock Qrevo Curv offers almost everything you can think of for a robot vacuum. 18,500Pa of suction power, FlexiArm for both the sweeping brush and the mop head, self-cleaning and drying base station, and more.
Here's a fun one: the Roborock Qrevo Curv sits atop the sub-flagship Qrevo family, and while it's a great vacuum and mopping machine overall, the real attraction here is the AdaptiLift Chassis — an omni-controlled three-wheel system that can elevate the entire bot by up to 10mm and even climb over surfaces of up to 30mm. This makes it great for anyone with raised tiles or thresholds between rooms, as the bot will raise itself over the humps. It can also handle mid-to-long pile carpets thanks to its elevation, combined with a mighty 18,500pa suction rating. My colleague Ollie has been testing this one for a few months now, and it's served him very well in an older home with uneven floors. The AdaptiLift feature has since made its way to the flagship Saros series, too, but you can often find the Curv for a cheaper price if you shop around.
What to look for in a good robot vacuumYour search for a robot vacuum may be a little frustrating. There are many brands, and most of the devices look like they do the exact same thing! It's true that there are many similarities, but that's a good thing. I'm happy to report that practically every available robot vacuum is a reliable and capable vacuum. It's the extras and efficiency that make the difference.
First, I invite you to measure the width and height of obstacles in your home. Most robot vacuums are around 13-inches wide and about 4 inches tall. Many kitchen chairs have legs that are around 14-inches apart, and most kitchen cupboards have a kickplate around 4-inches high. Your dining room table, couch, bed, and other furniture will have similar clearances. Make sure the robot vacuum you are considering can actually fit in the places you desire to clean.
Consider the size, cleaning type, obstacle avoidance technique, and level of self-care for your robovac
Next, consider your flooring types. In a home that is all carpet, spending money on a mopping feature is simply wasted money. It is true that most brands put their very best vacuuming, AI, and other top technology into their flagship bots that have mopping features, so do not discount them from your search. Conversely, vacuum power in a home with only hard floors still matters. Higher suction helps to reduce dust in the air, and tends to pull debris from nearby, even if the bot can't roll over those places.
Please also consider obstacle avoidance quality. It is rare to find a bot that navigates solely by impact sensor today, but they do exist. These bots literally run into everything, relying on the sensors to tell them when to stop. These bots will run over cords, push around light objects, and generally be a nuisance. They still do a great job cleaning, but they're frustrating. LiDAR is a common 3D mapping tool that many top bots have today. Cameras help identify objects, and the introduction of AI object detection will help the bot understand what is on the floor in front of it. The better the bot can understand and detect objects, the less time you'll spend rescuing the bot from getting stuck.
Jonathan Feist / Android Authority
Self-cleaning is very important. The best robovacs today include mop washing, drying, and a vacuum bag in the base station to help keep the bot as clean as possible. These base stations obviously also increase the operational time before you need to go hands-on to clean, resupply, or maintain the units. A good bot should be able to vacuums for several weeks without your intervention, and if you do not opt for the plumbed water supply, you should expect a couple weeks or more of water with automatic detergent dispenser for your bot.
Why you should trust meI understand the frustrations you may be experiencing in your search for a robot vacuum. It's hard to know what features and specifications really matter. I totally agree, that's why I've taken the time to test them out. I tested nearly every flagship model in 2024 and continue to do so in 2025.
I truly believe that almost any robot vacuum today can do a good job of simply vacuuming your home. Mopping is a bit tougher, but is still simply a task of fluid and pressure with a good mop head. The value is in a bot's ability to efficiently and safely navigate your space and how well it meshes with your home and lifestyle.
I've been testing and reviewing robot vacuums for more than 500 cleaning cycles.
In my home, I ensure that each bot is tested over tile, hardwood, laminate, linoleum, and several rugs with different pile depths, as well as wood and metal floor transitions. The bots experience wood, mirror, glass, and metal walls and furniture, as well as tripod legs, cables and wires, shoes, and random small obstacles placed to test them out. I also ensure that each bot experiences grass and pine needles, general dust and dirt, hair, and granular dry debris, such as rice.
Jonathan Feist / Android Authority
My typical review cycle consists of setting up and configuring every feature and setting. In addition to the initial mapping, an initial cleaning, and several test cycles, I set each robot vacuum on a daily cycle for at least one week. Most bots will run at least twelve full-house vacuuming cycles and four mopping cycles before I begin to put my opinions into words.
I also ensure that the initial mapping does not see the whole house, to see how the bot handles finding a new room mid-cycle. Then I close doors at random to see what each bot does when it loses a room or gets trapped mid-cycle.
What feature matters to you the most for a robot vacum?53 votes
Vacuum carpets
19%
Sweep and vacuum hard floors
32%
Mop hard floors
21%
Self-cleaning
9%
Maintenance-free operating time
19%
While I do not quantify the amount of dirt collected from each bot, I've enlisted my wife to help subjectively evaluate how clean the house feels after each bot has been in charge for a week.
Your needs will vary based on your flooring types. There are definitely bots that perform better on hard floors and others that perform better on carpet. I am happy to report that I have not yet tested a bot that I would advise against purchasing.
Robot vacuum FAQ Do robot vacuums have cameras?
Most robot vacuums have cameras, which they use for mapping, navigation, and object detection. The few bots that do not have cameras rely on LiDar, laser range sensors, and physical bumpers to operate.
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Do robot vacuums need Wi-Fi to operate?Most robot vacuums require Wi-Fi in order to get the most out of the bot, but, after initial setup, most bots can then be controlled using the physical buttons on the device or it's companion base station.
The majority of robot vacuums require a 2.4GHz Wi-Fi connection. This can be a hassle for those with the latest and greatest Wi-Fi 6, 6E, and 7 routers
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Can robot vacuums run on carpet and hard floors?Yes, practically all modern robot vacuums can clean both carpet and hard floors. Most models also have a mopping system to help clean or polish your hard floors.
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