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Shark Matrix Self-Empty Review: Is This One Great Or Hype?

Welcome to our review of the Shark Matrix self-empty Robot Vacuum. We purchased one to evaluate over a few weeks, and in this article, we’ll go over all the results from our Shark Matrix self-empty review. This includes findings from evaluations, its features, pros, cons, and how it compares to its most likely competitor, the Roomba i3+ EVO. 

Shark Matrix Robot Vacuum
$425.00

The Shark Matrix self-empty robot vacuum impresses with its strong performance across various floor types and efficient navigation thanks to its LiDAR system. It stands out with a bagless auto-empty feature, making it more convenient and cost-effective compared to models using bags. The Matrix mode offers enhanced cleaning in heavy traffic areas, though its application is somewhat limited. Additionally, the anti-hair wrap brushroll is a useful feature for maintaining the brush’s cleanliness. Overall, the Shark Matrix offers excellent value for its price, making it a strong competitor in the budget-friendly robot vacuum segment. See full review

Pros:
  • Auto-empty bin
  • Bagless bin system
  • Active hair removal
  • Anti-tangle roller
  • Lidar navigation
  • Room select
Cons:
  • Limited spot cleaning
  • Minimal feature use
  • Slower battery efficiency
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07/17/2026 02:52 am GMT

LiDAR and Auto-Empty Bin

The Shark Matrix (RV2310AE) is a LiDAR-based robot vacuum, which means it uses a spinning laser to map and navigate around your home. And as we’ll see later, it did this very efficiently.

It also comes with an auto-empty dust bin. That means when the robot returns to its dock to recharge, it will automatically empty the contents of its dust bin into a bagless bin. Shark is one of the few manufacturers that do bagless auto-empty bins, which is a pro in and of itself.

Shark Matrix robot vacuum docked at its self-empty station, placed on a hardwood floor next to a chair.
The Shark Matrix we purchased for review. © Vacuum Wars

Shark has priced the Matrix quite low. It’s one of the most affordable robot vacuums available that features both LiDAR and an auto-empty bin. And while the Roomba i3 doesn’t have LiDAR and uses a less accurate floor tracking system for navigation, it’s still probably the Shark’s closest natural competitor due to the lower price of the Shark.

In the box

  • Shark Matrix Robot Vacuum
  • Self-Empty Base
  • 1 Side Brush
  • Manual and Warranty

Suction and Airflow

Performance is where the Shark Matrix really shines. In our bench evaluations, where we assess things like suction and airflow, it was well above average

We think that the Shark Matrix is Shark’s best-performing robot vacuum yet in terms of power, carpet and hard floor performance, and navigation. It’s an excellent value for its price.

Crevice and Carpet Deep Clean Test

Its power showed up in the crevice pickup evaluation, where it did significantly better than the Roomba i3+. The Shark Matrix also did extremely well with the carpet deep clean assessment. It scored more than a robot vacuum two or even three times its price. 

The Shark Matrix is shown in three debris testing zones, operating on carpet and hard floor sections with visible dirt trails.
Testing the Shark Matrix debris pickup on hard flooring and carpet. © Vacuum Wars

It was really good at removing debris from the surfaces of hard floors and carpets. While this is something that both the Shark and the Roomba excel at, as it is essentially the primary job of a robot vacuum, we were particularly impressed with the Shark’s sweeping ability. We think it’s the best pickup score we’ve seen from a Shark robot vacuum yet.

Top Robot Vacuums

In our navigation assessment, we run each robot vacuum multiple times on a fixed floor plan in various modes and power settings. The Shark Matrix features a fast mapping mode, and it mapped our 350 square foot area in a little over five minutes, compared to the Roomba i3, which took 26 minutes.

Mapping time comparison: Shark Matrix maps 334 sq ft in 5 minutes vs. Roomba i3+ EVO taking 26 minutes.
5 minutes vs 26 is a huge gap in speed. © Vacuum Wars

We also measured navigation efficiency, which refers to how quickly a robot cleaned an area and the total square footage it covered during that time. The Shark covered about 15 percent more area than the Roomba and did so about 28 percent faster. So, the LiDAR navigation really seemed to make a difference here for the Shark.

Navigation efficiency chart showing Shark Matrix at 0.72 m² per minute vs. Roomba i3+ EVO at 0.54 m² per minute.
Shark Matrix outpaces the i3+ EVO in coverage speed. © Vacuum Wars
Person holding open the bin from the Shark Matrix's bagless auto-empty dock, showing the reusable dustbin design.
The Shark Matrix features a bagless auto-empty dock. © Vacuum Wars

Battery Efficiency

We also measure battery efficiency during these evaluations. We found that the Roomba, on its one power setting, achieved an average of 1.41 minutes of run time per battery life percentage point. In contrast, the Shark got slightly less when its three power levels were averaged at 1.29 minutes per percentage point.

However, even though the Roomba had better battery efficiency, it wasn’t enough to compensate for its less efficient navigation. So, the math works out to the Roomba i3 being able to cover 820 square feet per charge, versus the Shark Matrix covering 1,000 square feet per charge.

Battery comparison chart showing Shark Matrix covering 1002 sq ft (93 sm) vs. Roomba i3+ EVO covering 819 sq ft (76 sm) per charge.
More square footage per charge. © Vacuum Wars

Take those numbers with a grain of salt, though, since there are so many variables. In any case, they both have a feature called recharge and resume, where if the battery runs out, the robot vacuum will simply return to its base, recharge, and then resume right where it left off on the map.

Features

The final category is features, and here we should discuss the Matrix mode on the Shark, as it is what this Shark model is named after. This mode can only be activated in spot cleaning or room cleaning mode. Instead of its usual back-and-forth pattern, it will clean in a cross-hatch or matrix pattern, and we’re fairly certain it does so at maximum power as well.

Deeper Cleaning

The idea behind the Matrix mode is that it can be used in areas with heavy traffic, which tend to be more soiled, such as around cat litter boxes or door entryways. It does seem to work fairly well, but it’s really only suitable for spot cleaning. You can’t even make the target area bigger on the map using the app, so it’s minimally useful.

Speaking of the app, Shark does have some high-end features like no-go lines, which prevent the robot from going places you don’t want it to, which is nice. The Roomba i3+ EVO does not have that feature. However, both have room cleaning and zone cleaning, as well as numerous scheduling options.

Measuring Suction and Airflow - Shark Matrix Review
Measuring suction and airflow. © Vacuum Wars

Anti-Hair Wrap

The Shark Matrix has an anti-hair wrap brush roll, which consists of little comb-like structures that actively remove hair from its brush roll.

Bottom view of the Shark Matrix Self-Empty robot vacuum showing the anti-hair-wrap brushroll, dual wheels, and cleaning chamber.
Anti-hair wrap brushroll. © Vacuum Wars

We believe Shark must have a patent for this, as we don’t see it on other robot vacuums. And while we love this feature on Shark’s upright and cordless vacuums, we’ve never really noticed a significant difference with it on robot vacuums.

Shark Matrix Self-Empty robot vacuum shown next to its charging dock and original packaging box, which highlights 45-day bin capacity and 50% more suction.
Unboxing the Shark Matrix RV2310AE. © Vacuum Wars

Verdict

In conclusion, we think that the Shark Matrix is Shark’s best-performing robot vacuum yet in terms of power, carpet, hard floor, and navigation performance. It’s an excellent value for the price, and in our scoring system, it beat the Roomba i3+ EVO without any trouble.

Specs

Shark Matrix
Model NumberRV2310AE
Dust Bin Capacity0.2 qt / 0/19 L
NavigationLiDAR
Auto-Empty BinIncluded
Cleaning Path Width5.7 in
Google Assistant CompatibleYes
Amazon Alexa CompatibleYes
Cleaning Path Width5.7 in
Dimensions13.4 in x 13.4 in x 4.2 in
Weight13.2 lbs
Warranty1 Year
author avatar
Christopher White CEO
Christopher White is the CEO of Vacuum Wars, the premier YouTube channel dedicated to vacuum cleaner reviews. Over the past eight years, Vacuum Wars has become a trusted resource, meticulously reviewing hundreds of robot vacuums, cordless vacuums, carpet cleaners, and various floor care products. Known for their comprehensive in-house testing, Vacuum Wars has built one of the most extensive databases of vacuum cleaner metrics available. Under Christopher’s leadership, the channel has maintained a strict no-sponsorship policy, ensuring that all reviews remain unbiased and trustworthy. This dedication to integrity has garnered a loyal following of over 300,000 subscribers who rely on their expert advice. Christopher is also a recognized authority on robot vacuums, boasting one of the largest private collections of these devices worldwide. Learn more

Vacuum Wars independently buys and tests every vacuum and floorcare product we review—providing unbiased, data-driven insights so you can make informed buying decisions and find the right technology for your home. Read more about how we test robot vacuums.

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