Average score
P1
Product 1: Shark Matrix Self Empty Robot...
4.1
P2
Product 2: Roborock Saros 20
4.1
Adaptive chassis lift
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
4.6
Most reviewers praised AdaptiLift for thresholds, rugs and fewer rescues, though one negative test found threshold behavior unreliable.
Aesthetic design and finish
P1
Product 1: Shark Matrix Self Empty Robot...
4.5
One reviewer liked the finish and felt the robot looked sleek and modern in the home.
P2
Product 2: Roborock Saros 20
4.0
Design impressions were generally positive for decor fit and finish, with some mixed feelings about the dock's matte change.
AI, Smart, App and Automation
P1
Product 1: Shark Matrix Self Empty Robot...
3.8
Smart features were useful, especially mapping, no-go zones, scheduling, and app control, but app limitations and connectivity issues appeared repeatedly.
P2
Product 2: Roborock Saros 20
4.8
The app, AI planning, Matter support and smart-home automation drew broad praise, despite some complexity for advanced integrations and dry-spill detection.
Area Rug Handling
P1
Product 1: Shark Matrix Self Empty Robot...
4.8
One reviewer said the robot transitioned seamlessly across rugs and other surfaces.
P2
Product 2: Roborock Saros 20
4.5
Rug and floor-mat handling is mostly strong, especially on transitions, but evidence includes a few carpet-specific caveats.
Assembly and Setup
P1
Product 1: Shark Matrix Self Empty Robot...
4.8
Setup was consistently described as simple, quick, and straightforward.
P2
Product 2: Roborock Saros 20
4.9
Setup was consistently described as simple or straightforward, with quick app pairing and mapping.
Battery and Charging
P1
Product 1: Shark Matrix Self Empty Robot...
4.0
Battery and charging evidence was positive for coverage per charge, though battery efficiency itself was not the strongest point.
P2
Product 2: Roborock Saros 20
5.0
Battery feedback was positive, with reviewers saying runtime was worry-free or record-setting in testing.
Bin and Bag
P1
Product 1: Shark Matrix Self Empty Robot...
4.3
Reviewers liked the bagless self-emptying base for convenience and cost savings, though one reviewer criticized the small onboard dustbin.
P2
Product 2: Roborock Saros 20
2.5
Bin and bag feedback is mixed: auto handling helps, but reviewers criticized bag dependence and the dustbin layout.
Build quality and durability
P1
Product 1: Shark Matrix Self Empty Robot...
4.4
One reviewer felt the unit was sturdy and did not seem flimsy or cheap.
P2Product 2: Roborock Saros 20
No score yetCarpet — High-Pile Pickup
P1
Product 1: Shark Matrix Self Empty Robot...
4.5
High-pile carpet feedback was positive for both debris pickup and movement, though not perfect.
P2
Product 2: Roborock Saros 20
4.0
High-pile and thicker rug evidence is favorable overall, though one review only found rug navigation acceptable.
Carpet — Low-Pile Pickup
P1
Product 1: Shark Matrix Self Empty Robot...
4.6
Low-pile carpet pickup scored well in lab testing, with strong debris removal despite not being perfect.
P2
Product 2: Roborock Saros 20
4.6
Low- and standard-carpet pickup scored very well in tests, including strong sand and coffee-ground pickup results.
Carpet — Medium-Pile Pickup
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
2.5
Medium/fluffier carpet pickup was weaker in one home test, where powder and oats remained after cleaning.
Comparative performance
P1
Product 1: Shark Matrix Self Empty Robot...
3.8
Comparative performance was strong versus Roomba i3-style rivals but weaker against top-rated competitors or an older Shark in some reviewer opinions.
P2
Product 2: Roborock Saros 20
3.5
Comparative evidence is mixed: several reviewers saw meaningful upgrades, while others called it more refinement than revolution or worse than the 10R.
Controls and UI
P1
Product 1: Shark Matrix Self Empty Robot...
3.3
Controls and UI were serviceable but not polished, with the app described as clunky or basic.
P2
Product 2: Roborock Saros 20
4.5
Controls and UI are broadly praised through the Roborock app and Matter, though one reviewer disliked excessive mop-water granularity.
Corner Cleaning (Robot)
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
4.5
Corner cleaning is usually strong thanks to extending brushes and mop arms, but a few tests found small misses or imperfect coverage.
Crevice / Groove Pickup (Hard Floors)
P1
Product 1: Shark Matrix Self Empty Robot...
4.9
Crevice and groove pickup was a standout, with multiple reviewers saying it beat rivals or was a top performer.
P2
Product 2: Roborock Saros 20
3.8
Crevice and groove performance is limited but generally acceptable, with one comparison finding Dreame stronger for grout.
Dirty water sensor
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
3.7
Dirty-water or dock dirt-detection feedback is moderately positive, helping trigger repeat cleaning, though not always class-leading.
Docking and Auto-Empty Reliability (Robot)
P1
Product 1: Shark Matrix Self Empty Robot...
4.4
Docking and auto-empty reliability were mostly praised, with strong self-emptying convenience and successful returns, though one reviewer noted a docking reset.
P2
Product 2: Roborock Saros 20
3.9
Docking and auto-empty reliability are mostly positive, but one review reported failed emptying and another had rescue issues.
Dock noise
P1
Product 1: Shark Matrix Self Empty Robot...
3.0
Dock noise was acceptable in one lab-style review but called noisy by another hands-on reviewer.
P2
Product 2: Roborock Saros 20
3.8
Dock noise is mixed: one reviewer found self-emptying loud, while another liked the quiet soak mode.
Dried-On Stain Removal
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
4.3
Dried-on stain removal is strong across multiple tests, although extreme stains and one negative review exposed limitations.
Ease of use
P1
Product 1: Shark Matrix Self Empty Robot...
4.7
Ease of use was strong overall, with reviewers calling it simple, solid, and easier for everyday floor upkeep.
P2
Product 2: Roborock Saros 20
4.8
Ease of use is generally high, with simple setup, Matter control and reduced babysitting repeatedly highlighted.
Edge and Baseboard Cleaning (Hard Floors)
P1
Product 1: Shark Matrix Self Empty Robot...
3.8
Edge cleaning improved over previous Shark robots, but the same review still stopped short of calling it top-tier.
P2
Product 2: Roborock Saros 20
4.8
Edge and baseboard cleaning is a standout, especially with FlexiArm side brush and mop reach, though one review wanted stronger edge pickup.
Edge‑Following Accuracy (Robot)
P1
Product 1: Shark Matrix Self Empty Robot...
2.8
Edge-following accuracy lagged because the robot did not path as close to edges as top competitors.
P2
Product 2: Roborock Saros 20
4.0
Edge-following around furniture was praised in the negative review, but evidence is limited to that use case.
Emptying and Mess Control
P1
Product 1: Shark Matrix Self Empty Robot...
4.6
Emptying and mess control were praised for the bagless auto-empty base, though one reviewer only gave basic manual-emptying praise.
P2
Product 2: Roborock Saros 20
4.9
Emptying and mess control are strong overall because the dock automates dust, mop washing and tray cleanup, with some reliability caveats.
Filtration / Dust Containment
P1
Product 1: Shark Matrix Self Empty Robot...
2.0
One reviewer criticized the filter change, saying the unit no longer uses a HEPA-style filter in that spot.
P2Product 2: Roborock Saros 20
No score yetFloorhead design
P1
Product 1: Shark Matrix Self Empty Robot...
4.5
The improved side brush design was credited with better edge performance than earlier Shark robots.
P2
Product 2: Roborock Saros 20
3.7
Floorhead design is generally positive for hair and edge cleaning, but side-brush comparisons exposed some tradeoffs.
Floorhead Seal on Hard Floors
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
5.0
The floorhead seal evidence is strong but carpet-specific, with one comparison praising adaptive sealing on carpet.
Floor shine after cleaning
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
2.0
Floor finish feedback is weak and negative in one review, where a condiment test left the kitchen floor greasy.
Fresh Liquid Pickup Speed
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
1.8
Review evidence for Fresh Liquid Pickup Speed averaged 1.8/5 across scored reviews.
Hair-removal channel issues
P1
Product 1: Shark Matrix Self Empty Robot...
4.2
Remaining wrapped hair was described as easy to remove, keeping hair-removal maintenance manageable in that test.
P2Product 2: Roborock Saros 20
No score yetHair Pickup — Carpets
P1
Product 1: Shark Matrix Self Empty Robot...
4.0
Carpet hair pickup was mixed: some reviewers praised pet-hair pickup, while one lab test found embedded pet hair weak.
P2
Product 2: Roborock Saros 20
3.7
Review evidence for Hair Pickup — Carpets averaged 3.7/5 across scored reviews.
Hair Pickup — Hard Floors
P1
Product 1: Shark Matrix Self Empty Robot...
4.6
Hard-floor hair pickup was strong overall, especially long hair pickup, but tangle cleanup still mattered in one test.
P2
Product 2: Roborock Saros 20
3.5
Review evidence for Hair Pickup — Hard Floors averaged 3.5/5 across scored reviews.
Hair‑Wrap / Tangle Resistance
P1
Product 1: Shark Matrix Self Empty Robot...
3.4
Hair-wrap resistance was mixed, ranging from excellent long-hair management to high manual tangle cleanup in another test.
P2
Product 2: Roborock Saros 20
4.8
Review evidence for Hair‑Wrap / Tangle Resistance averaged 4.8/5 across scored reviews.
Hard Floor — Fine Dust Pickup
P1
Product 1: Shark Matrix Self Empty Robot...
4.3
Hard-floor fine dust pickup was often strong, but one stress test found the Matrix weaker on hard-floor debris than top competitors.
P2
Product 2: Roborock Saros 20
4.6
Review evidence for Hard Floor — Fine Dust Pickup averaged 4.6/5 across scored reviews.
Hard Floor — Large Debris Intake
P1
Product 1: Shark Matrix Self Empty Robot...
4.2
Large debris handling was generally strong, though one stress test reported more leftover debris after a single hard-floor cycle.
P2
Product 2: Roborock Saros 20
5.0
Review evidence for Hard Floor — Large Debris Intake averaged 5.0/5 across scored reviews.
Heating element
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
4.5
Heating performance is praised for hot-water washing, though one tester noted mop water cools quickly after refilling.
Innovation compared to competitors
P1
Product 1: Shark Matrix Self Empty Robot...
4.4
Reviewers treated the bagless self-emptying design as a meaningful differentiator versus many competitors.
P2
Product 2: Roborock Saros 20
4.9
Reviewers often framed the Saros 20 as innovative, especially for physical mobility, Matter integration and category-leading refinement.
Large debris handling
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
3.4
Large debris handling is mixed: many tests were strong, but larger hair clumps, sand, debris piles and peanuts exposed misses.
Low-profile design
P1
Product 1: Shark Matrix Self Empty Robot...
4.5
One reviewer liked the low-profile form factor because it fit under most furniture.
P2
Product 2: Roborock Saros 20
4.8
The low-profile body is one of the clearest strengths, repeatedly helping the robot reach under furniture and tight spaces.
Maintenance requirements
P1
Product 1: Shark Matrix Self Empty Robot...
3.8
Maintenance was often praised because of the bagless base, but one reviewer disliked the permanent filter design.
P2
Product 2: Roborock Saros 20
4.7
Maintenance is mostly low-effort thanks to self-cleaning and accessible trays, though tanks, bags and occasional bin checks remain.
Maneuverability and Handling
P1
Product 1: Shark Matrix Self Empty Robot...
4.3
Maneuverability was generally good, with reviewers saying it navigated office spaces and cluttered chair areas well.
P2
Product 2: Roborock Saros 20
3.7
Maneuverability is generally strong in cluttered spaces, but one review found wandering patterns and erratic movement.
Map and Path Efficiency (Robot Vacuums)
P1
Product 1: Shark Matrix Self Empty Robot...
4.5
Mapping and path efficiency were major strengths, with reviewers praising LiDAR speed, coverage, and orderly routing despite some not-top-tier caveats.
P2
Product 2: Roborock Saros 20
4.5
Mapping and path efficiency are usually excellent, with fast mapping and efficient routing, but one review reported random, slow cleaning.
Mop lifting system
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
4.6
Mop lifting/removal is strongly praised for mixed floors and carpet protection, although one review had mop-head detachment over a cable.
Mopping performance
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
3.8
Mopping is the most mixed core attribute: many stain and maintenance tests were strong, but several reviewers found streaks, gaps or spreading.
Noise level
P1
Product 1: Shark Matrix Self Empty Robot...
2.7
Operating noise was acceptable to some reviewers but a repeated complaint in hands-on videos, with the self-emptying and running noise called loud.
P2
Product 2: Roborock Saros 20
4.4
Noise feedback is mostly favorable for the robot itself, while dock and pump noises are the main caveat.
Obstacle Avoidance (Robot)
P1
Product 1: Shark Matrix Self Empty Robot...
3.4
Obstacle avoidance was the biggest split: LiDAR and no-go zones helped, but low objects, cords, and lab obstacles caused problems.
P2
Product 2: Roborock Saros 20
4.4
Obstacle avoidance is broadly praised, especially for cables and small items, but one negative review found severe failures with fake pet mess and sensors.
Odor control
P1
Product 1: Shark Matrix Self Empty Robot...
3.0
Odor control was a caveat because one reviewer expected many users to empty the bin before its claimed capacity because of odors.
P2
Product 2: Roborock Saros 20
5.0
Odor control is praised where heated drying and airflow were said to reduce mustiness and used-mop smells.
Ongoing ownership costs (bags, filters, batteries)
P1
Product 1: Shark Matrix Self Empty Robot...
4.8
The bagless base was praised for lowering ongoing ownership costs by avoiding replacement bags.
P2
Product 2: Roborock Saros 20
2.0
Ownership-cost evidence is negative around continued dust-bag use and consumables.
Overall cleaning convenience
P1
Product 1: Shark Matrix Self Empty Robot...
4.9
Cleaning convenience was a clear strength, with scheduling and automated cleaning making daily floor upkeep easier.
P2
Product 2: Roborock Saros 20
4.4
Overall cleaning convenience is a major strength in positive reviews, but a negative review found the robot required too much intervention.
Overall opinion
P1
Product 1: Shark Matrix Self Empty Robot...
4.3
Overall opinion leaned positive, especially for value and Shark’s own lineup, but one reviewer disliked several design changes.
P2
Product 2: Roborock Saros 20
4.3
Overall opinion is favorable across most reviews, but not unanimous; one reviewer was strongly disappointed.
Pet-Ready Features
P1
Product 1: Shark Matrix Self Empty Robot...
4.1
Pet-related results were mixed: several reviewers praised fur pickup, while one lab-style test found weak embedded pet hair removal.
P2
Product 2: Roborock Saros 20
3.7
Pet-ready performance is mixed: many reviewers praised pet hair and pet-friendly smarts, but one found fake pet mess avoidance failed badly.
Price and Value
P1
Product 1: Shark Matrix Self Empty Robot...
3.9
Most reviewers saw the Shark Matrix as affordable or good value, though one found the price steep and another did not rank it as a top budget pick.
P2
Product 2: Roborock Saros 20
3.3
Price and value are mixed: some reviewers liked flagship value versus predecessors, while others found it expensive or poor value for their experience.
Privacy controls
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
5.0
Privacy controls receive positive evidence from reviewers noting privacy certification and no intelligence-related privacy infringement.
Runtime
P1
Product 1: Shark Matrix Self Empty Robot...
3.8
Runtime and coverage were adequate to strong, with large-area coverage per charge, but battery efficiency trailed a Roomba comparison.
P2
Product 2: Roborock Saros 20
4.8
Runtime evidence is positive, including strong battery life and record-setting coverage in one test.
Sanitizing performance
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
5.0
Sanitizing performance is positively supported by praise for hot-water washing and grime control, though evidence centers on the dock.
Self-cleaning cycle
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
5.0
Self-cleaning is a standout dock strength, with hot-water mop washing, soaking, drying and easier tray maintenance praised.
Solution / Liquid system
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
3.5
Solution-system evidence is mixed: auto dosing is convenient, but missing solution or fewer detergent tanks drew criticism.
Storage footprint and upright-stand stability
P1
Product 1: Shark Matrix Self Empty Robot...
3.8
Footprint feedback was mixed: the robot/base was viewed as compact or small-profile, but one reviewer found the self-empty base bulkier than expected.
P2
Product 2: Roborock Saros 20
3.0
Storage footprint is mixed to negative because the dock is large, even if it can blend in visually.
Streaking / Residue
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
3.4
Residue and streaking are mixed: several reviewers saw even floors, but others reported streaks, gaps, grease or spread stains.
Stuck resistance
P1
Product 1: Shark Matrix Self Empty Robot...
4.4
Stuck resistance was mostly strong after good mapping/no-go setup, though cords and low furniture remained a caveat.
P2
Product 2: Roborock Saros 20
4.2
Stuck resistance is mostly strong, with fewer rescues in many homes, but one review had cable, under-bed and threshold problems.
Suction and Airflow
P1
Product 1: Shark Matrix Self Empty Robot...
4.6
Reviewers consistently found suction and airflow strong, especially for debris and carpet cleaning, though one reviewer noted it lacks premium-model suction.
P2
Product 2: Roborock Saros 20
4.6
Suction and airflow are among the strongest attributes, with reviewers repeatedly praising powerful pickup despite a few real-world misses.
Suitability for heavy-duty use
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
5.0
Heavy-duty suitability is good for demanding homes and studio-style tests, though not every spill or deep carpet issue was solved.
Suitability for small spaces
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
3.5
Small-space suitability is mixed: the robot's low profile helps, but the dock and launch availability/context limit broader confidence.
Support and Reliability
P1
Product 1: Shark Matrix Self Empty Robot...
3.9
Reliability evidence was mixed: one reviewer reported app connectivity issues, while another said the robot had not failed after setup.
P2Product 2: Roborock Saros 20
No score yetUnder-Furniture Pickup
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
5.0
Under-furniture pickup is consistently strong because the slim chassis reaches dead zones and still cleans underneath.
Value-for-money
P1
Product 1: Shark Matrix Self Empty Robot...
4.8
Value-for-money was one of the strongest themes, driven by strong cleaning, LiDAR, and a bagless self-empty base at the price.
P2
Product 2: Roborock Saros 20
4.0
Value-for-money evidence is moderately positive in one review, but the broader value picture is mixed because of high price.
Versatility
P1
Product 1: Shark Matrix Self Empty Robot...
4.7
Reviewers praised multi-surface versatility across hard floors, carpets, rugs, and different debris types.
P2
Product 2: Roborock Saros 20
4.6
Versatility is strong for mixed flooring, thresholds, carpet, hard floors and automated vacuum/mop modes.
Water tank
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
3.8
Water-tank feedback is mixed: tanks are easy and efficient, but missing fill lines and ongoing refills remain caveats.
Wool carpet compatibility
P1Product 1: Shark Matrix Self Empty Robot...
No score yet
P2
Product 2: Roborock Saros 20
5.0
Wool or delicate carpet compatibility is supported by mop removal protecting valuable rugs, but direct wool testing is limited.