The Shark RV2310 Matrix Robot Vacuum offers reliable pet-hair robot without self-emptying, best for pet owners with shedding dogs or cats. Rated 4.0 out of 5 across 462 user ratings. The main drawback: battery may cover only part of a larger home per charge. We scored it 3.8 out of 5.
Accurate LiDAR mapping and a self-cleaning brushroll make the RV2310 a strong pet-hair robot, but with no self-emptying base, a 0.5-quart bin and a battery that may cover only part of a larger home per charge, it asks more of you between runs than pricier docks do.
NoFussDeal rates the Shark RV2310 Matrix Robot Vacuum 3.8 out of 5 at $179.99. Last updated September 26, 2026.
PowerFins dig into carpet and sweep hard floors, and the brushroll is designed to shed hair into the bin instead of wrapping it.
In Matrix Clean the robot covers a room in a crisscross grid, making multiple passes over the same floor for deeper cleaning.
A 360° LiDAR scanner maps the home and helps the robot avoid objects day or night, and the SharkClean app uses that map for room cleaning and schedules.
A 14.4-volt lithium-ion battery rated for 90 minutes, a 0.5-quart bin and a washable pre-motor filter, with recharge and resume for bigger homes.
Two of the six owner reviews we read mention it. All of them gave the product four or five stars. Score 85: we started at 80 and added 5 because the owner reviews that mention it are positive.
Five of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinio…
Five of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinion is split.
Four of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinio…
Four of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinion is split.
One of the six owner reviews we read mentions it, and that owner gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinion …
One of the six owner reviews we read mentions it, and that owner gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinion is split.
Five of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinio…
Five of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinion is split.
Shark lists the battery life as 90 minutes and the battery type as Lithium Ion. Two of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints …
Shark lists the battery life as 90 minutes and the battery type as Lithium Ion. Two of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 68: we started at 80 and took off 12 because it draws mostly complaints.
61% of ratings are five stars and 12% are four. 8% are three stars and 19% are one or two. A sizable share of ratings sit low, so weigh the drawbacks below as heavily as the praise. Score 80: its 4.0 star average on a 100 point scale.
Four of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinio…
Four of the six owner reviews we read mention it, and those owners gave the product four or five stars, so the complaints come from the wider group of buyers. None of the reviews we read say what goes wrong, so this score rests on the buyer ratings. 27% of all ratings are three stars or fewer, which is where complaints like this usually sit. Score 74: we started at 80 and took off 6 because opinion is split.
Based on 462 Amazon customer ratings, averaging 4.0 out of 5, recorded 12 September 2026. See the reviews on Amazon
| 5 stars | 61% | |
|---|---|---|
| 4 stars | 12% | |
| 3 stars | 8% | |
| 2 stars | 4% | |
| 1 stars | 15% |
Buckle up, buttercups, this isn't a short review but it is an honest one. First, the packaging is so thorough and well designed that you could drop the box off a balcony and it would probabl… Read it on AmazonIlluminatus Shadow · December 28, 2024 · Verified
I LOVE this thing!!!!! It was easy to set up and the mapping went very well. The app is easy to use. I have two cats so I run this every other day. Goes great over area rugs and we feel like… Read it on AmazonJean Willcox · November 17, 2023 · Verified
It's easy to set up, map your house, and get it cleaning! I set it for auto timer so it cleans at the same time every morning! One thing to check off my list!It alerts you if it gets stuck s… Read it on AmazonTaylor VanAllen · July 21, 2024 · Verified
We live in a one level apartment. We have been using a neato 3d connected vacuum for the past 4 years or so. Neato closed up shop a while back and recently, the software on our phones that c… Read it on AmazonBryan Loehr · August 21, 2024 · Verified
I bought this after my one year was diagnosed with asthma to help with the dust collection in our home. We have an Australian shepherd and we live in the country, so we have a lot of dirt an… Read it on AmazonMnw · May 30, 2024 · Verified
I thought I was buying the one with a self emptying dust bin. My mistake. It’s only a little bit of a pain to empty the cup.Overall it’s a big help, but it’s not perfect. It does run on both… Read it on AmazonWriter Mom · August 14, 2024 · Verified
Set the charging dock against a wall on a hard, level floor with open space in front, and plug it in.
Put the robot on the dock and let it charge fully before the first run.
Install the SharkClean app and connect the robot to Wi-Fi, keeping your phone very close to the robot during pairing.
Pick up cords, socks and pet toys, and close doors to rooms you do not want mapped yet.
Start the first run so the LiDAR can map your home. Label rooms in the app when it finishes.
Create a cleaning schedule and draw any no-go zones, then check the first few runs to make sure it respects them.
Only for some buyers: we score it 3.8 out of 5. The Shark RV2310 Matrix maps quickly and accurately, handles pet hair well thanks to its self-cleaning brushroll, and lets you aim a thorough grid clean at the rooms that need it.
Rated 4.0 out of 5 across 462 user ratings, with 61% giving it five stars and 15% one star.
Battery may cover only part of a larger home per charge. No self-emptying dock and a small 0.5-quart bin.
Tap and brush the pre-motor filter clean, and rinse it only in cold water. Let a washed filter dry completely before refitting.
If you move furniture or open up new rooms, run a fresh mapping pass so room boundaries stay accurate.
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The Shark RV2310 Matrix maps quickly and accurately, handles pet hair well thanks to its self-cleaning brushroll, and lets you aim a thorough grid clean at the rooms that need it. The trade-offs are a battery that may need a mid-clean recharge in larger homes, a small bin you empty by hand, and edges that still need occasional help.
Buy the RV2310 if you want dependable LiDAR navigation and strong pet-hair pickup without paying for a self-emptying base. If your home is large or you want to go weeks without touching the bin, a model with a bigger battery and an auto-empty dock will suit you better.
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