Average score
Shark Power Detect Robot Vacuum
3.6
Dyson 360 Vis Nav Robot Vacuum
3.6
Privacy controls
Shark Power Detect Robot Vacuum
1.5
Privacy/security confidence is weakened by one owner’s concern about suspicious app login behavior and password collection.
Dyson 360 Vis Nav Robot Vacuum
5.0
Privacy controls are praised in one review because camera images are automatically deleted rather than uploaded.
Scratch resistance
Shark Power Detect Robot Vacuum
4.5
Surface scratch evidence is positive where owners reported hardwood use with no scratches.
Dyson 360 Vis Nav Robot Vacuum
2.0
Scratch resistance is a concern in one review, which warns the visual-navigation lens can get scratched under furniture.
Software-update support / feature longevity
Shark Power Detect Robot Vacuum
1.5
Software-update support is a major risk in owner evidence, including a report that an update broke Google Home control and mapping reports.
Dyson 360 Vis Nav Robot Vacuum
3.8
Software-update support is a mixed-to-positive point: reviewers note firmware updates and learning improvements, but some problems remain design-linked.
Price and Value
Shark Power Detect Robot Vacuum
3.8
Price feedback is positive when bought on sale or at the lower-mid price point, but reviewers resist paying full retail.
Dyson 360 Vis Nav Robot Vacuum
1.9
Price is the most consistent negative theme; reviewers repeatedly say the high cost is hard to justify given missing features and navigation limits.
Ongoing ownership costs (bags, filters, batteries)
Shark Power Detect Robot Vacuum
2.0
Ownership-cost evidence centers on proprietary parts and recurring filters/rollers, with one owner warning against secondary-market parts.
Dyson 360 Vis Nav Robot Vacuum
3.8
Ownership costs are mixed: washable filters and no bags help, but one reviewer warns replacement HEPA filters can add recurring cost.
Weight
Shark Power Detect Robot Vacuum
4.0
Weight evidence is mildly positive, with one owner associating the robot’s weight with a solid feel.
Dyson 360 Vis Nav Robot Vacuum
2.2
Weight is a negative design factor, with reviewers repeatedly calling the unit heavy for a robot vacuum.
Value-for-money
Shark Power Detect Robot Vacuum
3.8
Value-for-money is generally good at sale prices, but reviewers caution against paying too much for the app and battery tradeoffs.
Dyson 360 Vis Nav Robot Vacuum
2.2
Value-for-money is mixed-to-negative: one updated reviewer saw value after better cleaning, but others rejected the price.
Floorhead design
Shark Power Detect Robot Vacuum
3.3
Floorhead and side-brush evidence is mixed: it can work well, but side-brush behavior and replacement brush performance draw criticism.
Dyson 360 Vis Nav Robot Vacuum
4.8
The full-width brush bar is praised as a major design advantage for covering more floor in one pass.
Noise level
Shark Power Detect Robot Vacuum
4.0
Vacuuming noise is usually acceptable or quiet, but max mode and dock emptying are louder.
Dyson 360 Vis Nav Robot Vacuum
2.5
Noise is a tradeoff for the suction: reviewers note strong cleaning power, but Boost and high-suction moments are noticeably loud.
Support and Reliability
Shark Power Detect Robot Vacuum
3.5
Support feedback is mixed: one owner praised Shark support, while other evidence shows unresolved software and firmware issues.
Dyson 360 Vis Nav Robot Vacuum
2.0
Support and reliability evidence is limited but negative, with one reviewer criticizing slow response times and service friction.
AI, Smart, App and Automation
Shark Power Detect Robot Vacuum
2.1
Smart/app/automation evidence is weak overall because app limits, bugs, scheduling gaps, and connectivity issues recur across reviews.
Dyson 360 Vis Nav Robot Vacuum
3.6
App and smart features are mixed: reviewers like simple mapping and controls, but many find the feature set limited versus flagship rivals.
Hair‑Wrap / Tangle Resistance
Shark Power Detect Robot Vacuum
3.5
Hair-wrap resistance is good for shorter hair and many pet homes, though professional reviewers and owners note limitations with longer hair.
Dyson 360 Vis Nav Robot Vacuum
4.9
Hair-wrap resistance is excellent across reviews, with low tangle rates and repeated praise versus other robot vacuums.
Docking and Auto-Empty Reliability (Robot)
Shark Power Detect Robot Vacuum
4.3
Docking and auto-empty reliability are mostly positive, but not flawless when bins are overfilled or the robot is knocked off the charger.
Dyson 360 Vis Nav Robot Vacuum
3.1
Docking and auto-empty reliability is mixed: it can dock and recharge, but reviewers also report no auto-empty and occasional dock-return trouble.
Map and Path Efficiency (Robot Vacuums)
Shark Power Detect Robot Vacuum
3.5
Mapping is often fast and accurate, but path efficiency and map reliability are uneven across professional and owner evidence.
Dyson 360 Vis Nav Robot Vacuum
2.5
Mapping and path efficiency are the largest performance weakness, with many reviewers describing inefficient, confusing, sporadic, or incomplete pathing.
Corner Cleaning (Robot)
Shark Power Detect Robot Vacuum
3.8
Corner cleaning is mixed: some reviewers praise corner pickup, while others report missed corners or weak air-blast benefit.
Dyson 360 Vis Nav Robot Vacuum
2.8
Corner cleaning is mixed-to-weak: the D-shape and side duct help in some cases, but many reviewers still found missed corner debris.
Build quality and durability
Shark Power Detect Robot Vacuum
2.0
Build-quality evidence is limited but negative, with one owner saying it felt lower quality than other brands.
Dyson 360 Vis Nav Robot Vacuum
3.0
Build quality is mixed: one reviewer found the base flimsy, while another felt the robot itself seemed well built.
Versatility
Shark Power Detect Robot Vacuum
3.0
Versatility is limited by the lack of mopping and by scheduling constraints that restrict automated room-specific routines.
Dyson 360 Vis Nav Robot Vacuum
2.0
Versatility is limited by the repeated absence of hybrid features such as mopping, self-cleaning, and self-emptying.
Suitability for heavy-duty use
Shark Power Detect Robot Vacuum
4.0
Heavy-duty household evidence is favorable, especially in homes with many pets, kids, dirt, and daily cleaning demands.
Dyson 360 Vis Nav Robot Vacuum
4.8
For heavy-duty vacuuming, one reviewer strongly endorsed it for thorough carpet and whole-home cleaning when suction matters most.
Suitability for small spaces
Shark Power Detect Robot Vacuum
2.0
Small-space support is weak because app room-size limits and the robot’s physical size restrict closets, hallways, corners, and furniture gaps.
Dyson 360 Vis Nav Robot Vacuum
2.8
Small-space suitability is questionable because one reviewer found the map workflow potentially awkward for studio-style layouts.
Carpet — High-Pile Pickup
Shark Power Detect Robot Vacuum
4.0
High-pile or deep-carpet evidence is positive but limited, with an owner praising dirt and hair pulled from deep carpet.
Dyson 360 Vis Nav Robot Vacuum
4.8
High-pile and deep carpet evidence is strongly positive, especially for high-pile rugs and deep-cleaning carpet.
Battery and Charging
Shark Power Detect Robot Vacuum
2.0
Battery and charging are recurring weaknesses, especially for larger spaces, max power, or matrix cleaning.
Dyson 360 Vis Nav Robot Vacuum
2.7
Battery and charging are mixed to weak: Auto can be acceptable, but Boost or Max modes drain quickly and create interruptions.
Edge and Baseboard Cleaning (Hard Floors)
Shark Power Detect Robot Vacuum
3.3
Edge and baseboard cleaning is mixed, with professional praise for air-blast edge cleaning and owner complaints that edges or walls can still be missed.
Dyson 360 Vis Nav Robot Vacuum
3.9
Edge and baseboard cleaning is a relative strength compared with many robots, but reviewers also found misses near cabinets, edges, or corners.
Airflow blowback
Shark Power Detect Robot Vacuum
3.1
Airflow blowback/EdgeDetect is innovative but mixed in practice, praised in professional reviews yet criticized by some owners and hands-on testing.
Dyson 360 Vis Nav Robot Vacuum
2.5
Airflow blowback is a minor drawback, with one tester noting the rear fan could blow stray fur aside.
Adaptive chassis lift
Shark Power Detect Robot Vacuum
4.0
Adaptive lift and threshold handling are useful in owner and hands-on evidence, especially for bumps and taller transitions.
Dyson 360 Vis Nav Robot Vacuum
4.6
The chassis and wheel-climb behavior earns positive comments for crossing beams or thresholds and handling difficult terrain.
Pet-Ready Features
Shark Power Detect Robot Vacuum
4.3
Pet-focused evidence is strong overall, especially for short pet hair and daily dog/cat households, though long-term pet-hair pickup can decline.
Dyson 360 Vis Nav Robot Vacuum
4.8
Pet-owner evidence is strongly positive: reviewers praise pet-hair pickup, reduced tangling, and a brush/filter setup that fits hairy homes.
Hair Pickup — Carpets
Shark Power Detect Robot Vacuum
4.3
Carpet hair pickup is generally good, especially for cat and dog hair, but some long-term reviews report reduced hair performance.
Dyson 360 Vis Nav Robot Vacuum
4.8
Carpet hair pickup is one of the strongest themes, with repeated praise for pet and human hair removal.
Assembly and Setup
Shark Power Detect Robot Vacuum
4.3
Setup is generally easy, with both hands-on and owner evidence calling setup or app onboarding straightforward when it works.
Dyson 360 Vis Nav Robot Vacuum
4.8
Setup is repeatedly described as quick, simple, and low-effort, from one-click assembly to short app-guided setup.
Area Rug Handling
Shark Power Detect Robot Vacuum
4.5
Area-rug handling is positive overall, with owners reporting easy transitions across rugs of varying thicknesses.
Dyson 360 Vis Nav Robot Vacuum
4.0
Area-rug handling is positive overall, with reviewers reporting good rug pickup but some limits in repeat-pass control.
Innovation compared to competitors
Shark Power Detect Robot Vacuum
4.0
Professional reviewers considered the detect technologies useful and differentiated from typical robot vacuums.
Dyson 360 Vis Nav Robot Vacuum
4.5
Innovation evidence is positive, especially around Dyson’s unusual vacuuming-first design and side-duct approach.
Tool-change simplicity
Shark Power Detect Robot Vacuum
4.0
One owner found the unit easy to take apart for cleaning, supporting a positive tool-change and serviceability score.
Dyson 360 Vis Nav Robot Vacuum
4.5
Tool access is praised in the one scored review, where reinstalling parts and handling the brush/bin felt straightforward.
Hard Floor — Large Debris Intake
Shark Power Detect Robot Vacuum
4.3
Hard-floor large-debris intake is strong, with professional tests and owners praising pickup of larger debris and quick hard-floor cleaning.
Dyson 360 Vis Nav Robot Vacuum
3.8
Large-debris hard-floor pickup is mixed: some tests were excellent, while one hardwood rice result was notably poor due to missed coverage.
Large debris handling
Shark Power Detect Robot Vacuum
4.4
Large debris handling is strong across professional tests and owner reports, including extra-large debris, dog food, and coffee.
Dyson 360 Vis Nav Robot Vacuum
4.9
Large debris handling is strongly positive, with reviewers praising pickup of extra-large debris, cereal, and heavy messes.
Bin and Bag
Shark Power Detect Robot Vacuum
4.1
The bagless auto-empty system is a major convenience, but owner evidence says the advertised capacity can be unrealistic in pet-heavy homes.
Dyson 360 Vis Nav Robot Vacuum
4.5
The onboard bin is one of the most consistently praised usability features, with reviewers liking its size and easy manual emptying.
Maintenance requirements
Shark Power Detect Robot Vacuum
3.3
Maintenance needs are real: filters, sensors, brush rolls, and hair buildup require recurring cleaning for best results.
Dyson 360 Vis Nav Robot Vacuum
3.7
Maintenance is mixed: washable/easy-access parts help, but filter saturation and replacement costs remain concerns.
Stuck resistance
Shark Power Detect Robot Vacuum
3.0
Stuck resistance is mixed: some reviewers saw better threshold handling, while others reported the robot still gets stuck.
Dyson 360 Vis Nav Robot Vacuum
3.4
Stuck resistance is inconsistent: some reviewers saw no stuck alerts after updates, while others reported cords, traps, and repeated getting stuck.
Suction and Airflow
Shark Power Detect Robot Vacuum
4.4
Reviewers consistently describe strong suction and airflow, including above-average measured airflow, stronger max-power cleaning, and user praise for picking up heavy debris.
Dyson 360 Vis Nav Robot Vacuum
4.8
Reviewers consistently describe suction and airflow as the product’s standout strength, with several tests calling it unusually powerful for a robot vacuum.
Hair Pickup — Hard Floors
Shark Power Detect Robot Vacuum
4.5
Hard-floor hair pickup is strong, especially in pet homes with hardwood, vinyl plank, and dark floors.
Dyson 360 Vis Nav Robot Vacuum
4.9
Hard-floor hair pickup is highly rated where tested, with reviewers saying it picked up pet or human hair cleanly.
Edge‑Following Accuracy (Robot)
Shark Power Detect Robot Vacuum
3.3
Edge-following accuracy is mixed, with useful edge cleaning in tests but real-world reports of missed wall and corner areas.
Dyson 360 Vis Nav Robot Vacuum
2.9
Edge-following accuracy is mixed, with some cabinet/edge misses and only passable coverage in certain tests.
Obstacle Avoidance (Robot)
Shark Power Detect Robot Vacuum
3.0
Obstacle avoidance is helpful but inconsistent, with professional results around the middle and owner reports of both good object avoidance and failures.
Dyson 360 Vis Nav Robot Vacuum
2.6
Obstacle avoidance is inconsistent: it can handle furniture and larger objects, but small objects, cords, toys, and pet accidents remain concerns.
Overall opinion
Shark Power Detect Robot Vacuum
4.0
Overall opinion trends positive because cleaning performance is strong, but app, battery, and autonomy issues keep it from being universally recommended.
Dyson 360 Vis Nav Robot Vacuum
3.6
Overall opinion is mixed: reviewers admire the vacuuming power but divide sharply over whether navigation, runtime, and price make it recommendable.
Filtration / Dust Containment
Shark Power Detect Robot Vacuum
4.3
HEPA and anti-allergen filtration were treated as meaningful positives by professional reviewers and a hands-on reviewer.
Dyson 360 Vis Nav Robot Vacuum
4.7
Filtration earns strong praise, with reviewers highlighting a great or robust HEPA setup and good dust containment.
Hair-removal channel issues
Shark Power Detect Robot Vacuum
2.8
Hair-removal channel evidence is mixed to negative for longer hair and long-term pet-hair performance.
Dyson 360 Vis Nav Robot Vacuum
2.5
Hair-removal channel evidence is mixed: pickup is strong, but one reviewer saw hair buildup begin to reduce cleaning efficiency.
Overall cleaning convenience
Shark Power Detect Robot Vacuum
4.2
Overall cleaning convenience is strong: owners repeatedly described time savings, easier floor upkeep, and helpful self-emptying.
Dyson 360 Vis Nav Robot Vacuum
4.5
Cleaning convenience is positive when used for quick everyday maintenance from a phone-controlled routine.
Runtime
Shark Power Detect Robot Vacuum
2.0
Runtime is a repeated limitation, with complaints about short battery life, long recharge time, and incomplete larger cleanings.
Dyson 360 Vis Nav Robot Vacuum
1.7
Runtime is a major weakness, especially in Boost/Max mode, where reviewers report very short cleaning sessions and repeated charging.
Controls and UI
Shark Power Detect Robot Vacuum
2.3
Controls and UI are the clearest weakness: the app is simple and usable for basics but repeatedly criticized as limited, clunky, dated, or buggy.
Dyson 360 Vis Nav Robot Vacuum
2.5
Controls split reviewers: the screen and basic controls can be useful, but others find the UI limited, gimmicky, or slower to understand.
Carpet — Medium-Pile Pickup
Shark Power Detect Robot Vacuum
4.2
Medium-pile carpet evidence is positive from professional deep-clean testing, while owner evidence is more moderate for visible cat hair.
Dyson 360 Vis Nav Robot Vacuum
4.4
Medium-pile and general carpet pickup are strong overall, though deep-clean expectations were not always met in proportion to the raw power.
Under-Furniture Pickup
Shark Power Detect Robot Vacuum
3.5
Under-furniture pickup is mixed: some owners love bed/couch reach, while others say the robot is too tall for certain furniture.
Dyson 360 Vis Nav Robot Vacuum
3.3
Under-furniture pickup is mixed: it can fit under some couches, but dark under-bed areas caused major navigation problems.
Emptying and Mess Control
Shark Power Detect Robot Vacuum
4.3
Emptying and mess control are generally strong thanks to self-emptying, but crammed bins and heavy pet hair can reduce reliability.
Dyson 360 Vis Nav Robot Vacuum
4.2
Emptying and mess control are generally good because the bin is easy and hygienic, though one review found emptying dusty.
Hard Floor — Fine Dust Pickup
Shark Power Detect Robot Vacuum
4.5
Fine-dust pickup is strong on both hard floors and bare-floor areas, supported by professional pickup tests and owner desert-dust reports.
Dyson 360 Vis Nav Robot Vacuum
4.4
Fine-dust hard-floor pickup is mostly positive when the robot actually covers the area, though navigation misses can limit results.
Ease of use
Shark Power Detect Robot Vacuum
4.5
Ease of use is positive overall, especially for basic operation, setup, filter changes, and simple daily cleaning.
Dyson 360 Vis Nav Robot Vacuum
4.4
Ease of use is generally positive thanks to simple setup, app control, and easy operation, despite some limited controls.
Maneuverability and Handling
Shark Power Detect Robot Vacuum
4.3
Maneuverability is generally good over thresholds, rugs, and floor transitions, though obstacle behavior is not perfect.
Dyson 360 Vis Nav Robot Vacuum
4.2
Maneuverability is generally positive in open or accessible areas, with reviewers praising how it moves around furniture and gets to reachable spaces.
Comparative performance
Shark Power Detect Robot Vacuum
4.3
Comparative evidence is favorable for cleaning and mapping versus several named competitors, while app comparisons are less favorable.
Dyson 360 Vis Nav Robot Vacuum
4.3
Comparative performance is strong for raw vacuuming and deep cleaning, though tier-list and value comparisons still pull it down overall.
Crevice / Groove Pickup (Hard Floors)
Shark Power Detect Robot Vacuum
5.0
Crevice pickup is a standout professional-test result, ranking among the top 10 of more than 100 tested robot vacuums.
Dyson 360 Vis Nav Robot Vacuum
5.0
Crevice and groove pickup is excellent in the scored reviews, with top marks and quick debris removal.
Accessories and Tools
Shark Power Detect Robot Vacuum
4.0
The optional triple side brush was specifically praised as better for hair than the included single side brush.
Dyson 360 Vis Nav Robot Vacuum
4.0
Accessories are minimal, but the reviewer treated the sparse box contents as sufficient rather than a problem.
Clogging and debris prevention
Shark Power Detect Robot Vacuum
3.0
Clogging evidence is mixed, with some owners reporting no clogs but another saying the rotator brush area clogged.
Dyson 360 Vis Nav Robot Vacuum
3.0
Clogging evidence is limited and mixed, with one reviewer reporting an airway blockage after the bin became completely packed.
Low-profile design
Shark Power Detect Robot Vacuum
2.0
Low-profile design is weak because multiple owners say it cannot fit under furniture or into tight corners.
Dyson 360 Vis Nav Robot Vacuum
2.0
Low-profile performance is weak in one review because the robot still could not fit under a media console.
Surface safety with attachments
Shark Power Detect Robot Vacuum
4.5
Surface-safety evidence is positive, with users reporting less aggressive bumping and no hardwood scratches.
Dyson 360 Vis Nav Robot Vacuum
4.5
Surface safety evidence is positive but limited, with one review saying the cleaner head removed deep dirt without scratching hardwoods.
Aesthetic design and finish
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
3.5
Design reactions are mixed: reviewers like the distinctive Dyson look, but some find the color, size, or visibility in a room polarizing.
Automatic shutoff for obstructions
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
5.0
Automatic shutoff/obstruction behavior is praised in one stair test where the robot stopped and turned away instead of falling.
Carpet — Low-Pile Pickup
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
4.3
Low-pile/carpet stress pickup has limited but positive evidence, with the robot doing well on the tested carpet debris.
Cord management
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
5.0
Cord management for the base is praised because the cord can be wrapped for a cleaner, safer setup.
Cyclone performance
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
4.0
Cyclone performance receives limited but positive evidence, with one reviewer crediting the Dyson funnel/cyclone structure for cleaning help.
Dock noise
Shark Power Detect Robot Vacuum
3.0
Dock noise is the main noise complaint: emptying is loud, though generally brief.
Dyson 360 Vis Nav Robot VacuumNo score yet
Energy efficiency (kWh)
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
1.5
Energy efficiency is poor when high power is used, with reviewers calling out some of the worst battery-efficiency results they measured.
Headlight and LED lights
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
4.5
Lighting evidence is positive in one home test, where the top light helped it work under the bed.
Mopping performance
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
1.5
Mopping performance is effectively absent, and reviewers criticize the lack of mopping in this price range.
Odor control
Shark Power Detect Robot Vacuum
3.7
Odor control is a useful dock feature for some, though the scent may not suit every owner.
Dyson 360 Vis Nav Robot VacuumNo score yet
Overall durability/longevity
Shark Power Detect Robot Vacuum
2.0
Durability evidence is mixed to negative, with some long-term success but also reports of batteries, wheels, or the whole unit failing.
Dyson 360 Vis Nav Robot VacuumNo score yet
Storage footprint and upright-stand stability
Shark Power Detect Robot VacuumNo score yet
Dyson 360 Vis Nav Robot Vacuum
4.3
The small charging base is appreciated for minimal footprint, though this benefit does not offset the missing self-empty dock for many reviewers.