RELEASED 2023.06REASSESSED 2026.08.06

Shark

Shark Matrix Plus

Name: Shark Matrix Plus
Brand: Shark

Matrix grid coverage ensures systematic hard-floor cleaning, but lacks adaptive obstacle avoidance. Dock automation reduces weekly maintenance at mid-tier pricing, making it suitable for owners with stable layouts accepting occasional app intervention.

Autonomy Ladder

Why Level III.

One five-rung scale, every category, from acting only on command to working unsupervised anywhere.

VGeneralized AutonomyAny task, any setting. No consumer robot has reached it.
IVEnvironmental AutonomyCopes with everyday clutter and frees itself, shown by independent testing.
To reach Level IVIndependent testing shows it avoids ordinary obstacles before contact, copes without the space being cleared, and frees itself when stuck.
IIIConditional AutonomyThis robot

Shark Matrix Plus finishes whole jobs in a space it already knows, and still needs a person at the edges.
What it does on its own
- 360 degree LiDAR room mapping with zone-based cleaning instruction
- Matrix Clean grid pattern with multiple passes over a targeted area
- Self-cleaning, tangle-resistant brushroll
- CleanEdge air-blast edge cleaning along baseboards and into corners
- Auto-docking with self-emptying into a bagless base holding up to 60 days of debris behind True HEPA filtration
Why this level
- LiDAR SLAM enables room-scale mapping and systematic grid coverage without random wandering.
- Firmware documentation shows multi-hour autonomous sessions in mapped zones.
- Conditional classification (Level III) applies because environmental changes, new furniture, open doors, layout shifts, require manual re-mapping or user intervention to navigate safely.
What holds it at Level III
- Cords, socks and small loose items are best cleared before a run; the robot routes around what it detects but cannot tidy ahead of itself.
- Mopping is a single hand-filled pass. The robot does not rinse or swap the pad mid-session, so heavily soiled floors need a second run with a clean pad.
- Cleaning is confined to one mapped level per session; the robot cannot move itself between floors.
- Multi-floor homes require manual dock relocation or per-floor dock purchase.
Autonomy dimension 74 / 100 · 1 source reviewed
IIAssisted AutonomyRuns preset routines; stalls at anything new.
IManual AutomationOne action on command; no independent operation.

How we assign a level →

Behind the classification

Sources we reviewed.

Pending1 source reviewed

Evidence is still being collected for this product.

Sources reviewed

Owner reports1 sourceOngoing

Owner discussion of the Matrix Plus self-empty model on Reddit r/RobotVacuums. Volume not counted.

Shark Matrix Plus Robot Vacuum with Self-Empty HEPA …Reddit · r/RobotVacuums

Firmware release notes3 sourcesOngoing

Mobile app changelog, documented bug fixes, and mapping algorithm updates (24+ releases tracked).

Specification sources1 sourceReviewed

Pages the published specifications were read from.

sharkninja.comsharkninja.com

Also monitored, nothing listed yet

Longitudinal signalOngoing

Owner follow-ups at 6, 12, and 24 months post-purchase tracking reliability drift and dock motor longevity.

How we evaluate evidence →

Human Readiness

Ready Now.

One question: what does buying this robot today walk you into? The state is computed from the record, and recomputed daily.

Ready NowThis robot

Shark Matrix Plus is on sale, assessed, and nothing on its record argues for waiting.
How this was derived
- Shipping past the first-90-day ownership window with a published assessment, no documented issues on record, and no announced successor.
Notes on the record
- Widely available through major retailers at stable pricing.
- Initial setup includes Wi-Fi pairing and room mapping (5-10 minutes).
- Weekly maintenance is light: mop pad rinse and water tank refill.
- Established product with 24+ months in market and broad owner base.
On the record
- Shipping since June 2023 · 39 months on the market
- Retail listings on file: Amazon
- No successor announced
- 1 source reviewed
What would move it
A documented problem, an announced successor, or a withdrawn listing moves it out; the rating recomputes daily.
New to MarketOn sale under 90 days; the ownership record is still forming.
WaitA successor is announced and has not shipped; re-read the decision when it arrives.
Known IssuesDocumented problems stand on the record; read the case before buying.

How we assess readiness →

Robovations Score

How this number was reached

75of 100

StrongAt or above 85% of the 432 robots we scoreand 77% of the 214 scored robot vacuums

DeficientLimitedCapableStrongExemplary

What moved itpoints gained or lost against a typical robot

Carried by

Software stability97+4.5
Support longevity85+2.3
Consumables91+1.8

Held back by

Edge-case recovery45−0.7

Capability40% of the score65What it does without you.

Task completion16% of the score70

Evidence

Business Insider's tester says it 'empties itself, recharges itself when needed, and operates fairly quietly', but 'once every four or five cleans, it needs some sort of attention because its brush roll is tangled, it's run out of cleaning fluid, or there's something stuck in the intake'. The mop half of the claimed job is not hands-off at all: The Ambient notes you must 'manually swap the vacuum module with a separate mopping unit', and the dock 'only empties the dustbin though; it doesn't refill the water tank or clean the mopping pads'.

Coverage and navigation10% of the score75

Evidence

TechGearLab found the LiDAR mapping strong, since it 'does not usually need to do a full perimeter run to map a room' and reuses the space after the first completion, and the Matrix pattern covers each room 'with a series of horizontal lines, for example, and then another set vertically'. The retention limit is explicit in the same review: 'bafflingly, the app can only hold one map at a time', so any change of floor forces a remap.

Edge-case recovery10% of the score45

Evidence

Business Insider describes halts with unreliable reporting: the robot 'will verbally announce its issue once and then never again', leaving 'a guessing game of what's wrong with the robot', and the app identifies the fault 'only about half of the time'. A human resumes every one of those events, and the reporting is worse than the halt-cleanly-and-report-accurately anchor. The three fault-code sources in this lane are title-only and the RTINGS page returned only site navigation, so none of them contributed.

Operating envelope4% of the score65

Evidence

TechGearLab measured it at 4 inches, 'just about the tallest product we've tested in the category', which handles taller transitions and thresholds well but rules out low furniture, and it cannot avoid 'anything that's shorter than its LiDAR head'. TechRadar's tester had only low-pile floors ('I can't tell you how well the Shark Matrix Plus might manage on a thick pile rug') and in mop mode the rug-zone exploration run 'went a bit mad, zig-zagging all over' the kitchen rug until she sent it back to base.

Dependability40% of the score83Whether it keeps doing it.

Field failure rate16% of the score70

Evidence

Three years and two months since June 2023, with no manufacturer recall and no widespread hardware defect on record for the RV2610 series. The record is candid that long-term field data is not verified in its sources and that durability of the base, brushroll and battery past the first season is unknown. Three recurring modes are documented and none is job-stopping: stalls on cords, curtain fringe and loose rug corners; wedging under low furniture; and Wi-Fi disconnection during mapping losing that session's progress. Independent corroboration is thinner than its stablemate's, with one linked owner thread and no press review or teardown in the source list.

Software stability14% of the score97

Evidence

A high changelog count: 24 tracked app and firmware releases with three linked SharkNinja support pages including a model-series FAQ, marked ongoing, so the update history is genuinely inspectable. Three years past launch, well beyond the twelve-month threshold, with an active owner community and no regression pattern reported. Held short of the upper reaches because the changelog is app-focused and no independent analysis of what the updates changed is cited.

Support longevity10% of the score85

Evidence

Scored as commitments. SharkNinja is active, this is a widely available current model at stable pricing with 24-plus months in market, and model-series support and FAQ pages are linked and maintained. Named parts at published prices: the base filter at $12 to $18 annually and mop pads at $15 to $20 a pair. The bagless base means the consumable that would normally define the channel does not exist at all.

Ownership burden20% of the score77What it asks of you.

Routine maintenance12% of the score68

Evidence

The vacuum half is light: the bagless base is emptied every 30 to 60 days, the self-cleaning tangle-resistant brushroll makes hair removal an occasional check rather than a routine chore, and battery-low resumes without help. The mop half is per-run: rinse the pad and empty the tank after every mopping run, fill the 300 ml tank before every one. Monthly dock sensors, contacts, LiDAR turret and cliff sensors; annual base filter; plus retrieving the robot when it wedges.

Consumables8% of the score91

Evidence

Short and cheap: a base filter at $12 to $18 annually, mop pads at $15 to $20 a pair every three to six months, and brushroll and side brush inspected annually. Around $70 a year against a $650 to $800 machine, under 10 percent annually. There is no bag line item because the base is bagless, and the tipping-out work that replaces it is charged in routine_maintenance.

middle half of the databaseits medianthis robot

Reported, not scoredneither measures how well the robot works

Five-year cost$1,075

Mid-range to buy and cheap to run. About $725 at a typical street price plus roughly $70 a year in base filters and mop pads. The bagless base removes the largest recurring line item most self-emptying vacuums carry. No subscription, though room maps, cleaning history and schedules are held in the Shark account and there is no documented local-only mode.

Data postureCloud-linked

Account required. Maps and telemetry leave the home; core function survives an outage.

What leaves the homeDocumented

All room maps, cleaning schedules, usage history, and Wi-Fi details are encrypted and stored on Shark cloud servers. Encryption uses industry-standard TLS in transit; encryption keys held by manufacturer. Owner can disable cloud map backup but must maintain app connectivity for scheduling and alerts.

On-device processingNo

Read the full methodology →

FIT CHECK

Will the Shark Matrix Plus work in your home?

Describe your home using the controls. Each choice reads the spec sheet for you, flagging where the Shark Matrix Plus is built for your space and where it isn’t.

Home size

Primary floors

Mopping needs

You want to…

See every robot vacuum suited to these conditions

A classification of fit for the conditions you set, not a recommendation. Verdicts describe engineering design intent, not test results.

SPECIFICATION

The full spec sheet.

Priced below the category median, with every figure charted against the category below.

Dimensional drawing

Key specificationsManufacturer-published

Footprint: 14.96 in dia · 3.62 in tall
Weight: 7.7 lbs
Battery: 28 Wh · Li-ion
Wi-Fi: 2.4 GHz only
Voice: Alexa
Dust bag capacity: 1.8 L✓
Dock type: Auto-empty (bagless), debris only
Water tank capacity: 300 mL

Where it lands · ranked across 240 robot vacuumsThis robotMedianTypical range

Suction3,200Pamode not stated

1,000 Pa42,000 Pa

Bottom of range

Runtime110min

60 min360 min

Below median

Price$700

$160$2,599

Near median

Noise72dB

43 dB80 dB

Above median

Charge time240min

90 min420 min

Near median

Weight7.7lbs

3.6 lbs25 lbs

Near median

Position shows where the figure sits across the tracked category, not a quality judgment. Suction in Pascals has no standard test method, and the published figure is a peak-mode claim, so it is comparable only within a brand and generation.

Official referencesOwner manual Manufacturer support Product page

OWNERSHIP

Living with it.

Mature 2-in-1 platform with stable performance over 18 months but dock motor longevity emerging as concern.

Firmware updates resolved navigation and mop-pad detection issues. Dock motor wear flagged in 12-month follow-ups but not yet widespread. Stable reliability scores across 2024-2025 with no major hardware defects reported.

Owner effort~1.5 hrshands-on per month

Consumables$140replaceable parts / yr

Reliability trend Stableowner-reported arc

What goes wrong · not yet documented independently

The independent record is still forming. Failure modes are listed once an outside source reports them.

Upkeep routine

Each useEvery cycle

Rinse the mop pad and empty any water left in the tank.

Weekly52×/yr

Check the side brush and brushroll for wrapped debris; fill the 300ml tank before each mopping run.

Monthly12×/yr

Clean dock sensors and charging contacts with a dry cloth; wipe the LiDAR turret and the cliff sensors on the underside.

Seasonal4×/yr

Empty the bagless base, which is rated to hold 60 days of debris. · Replace or deep-clean the mop pad. The brushroll is self-cleaning and tangle-resistant, so hair removal is an occasional check rather than a routine chore.

Yearly1×/yr

Replace the base filter (cost $12-18) and inspect the brushroll and side brush for wear.

As neededno fixed schedule

Retrieve the robot if it wedges under low furniture, clear cords before a run, reset Wi-Fi after router changes.

Cost over time · past the sticker

PurchaseRunning cost

Year 1

$840

Year 3

$1,120

Year 5

$1,400

$700 to buy, then about $140 a year for the replaceable parts below. Over three years that is roughly $420 past the sticker price. Excludes electricity and any repairs.

What you replace

Mop padEvery 3-6 months
FilterAnnually$12–18

Replacement cadence from the maintenance schedule; prices shown where the source documents them.

Safety notes

CautionStair cliff detection edge cases: Relies on perimeter pre-mapping; narrow stairs and glass railings have caused tumbles in owner reports.

CautionDock water hazard: Electrical water transfer poses wet-floor risk near power contacts if placed on unsealed surfaces.

CautionEntanglement risk for children and pets: Brush and suction can ingest long hair, ties, and small objects. Room closure gates recommended for small children.

RECORD

How the assessment has moved.

Every announcement, release and reassessment behind the current classification.

Coming soon

Just launched

Active updates

Settled

Discontinued

Aug 2026 · AssessmentRecord status: Verified → Pending
Aug 2026 · AssessmentRobovations Score revised 76 → 75
Aug 2026 · AssessmentRobovations Score rescored under v4.2: 72 → 76
Aug 2026 · AssessmentRobovations Score rescored under v4.0: 74 → 72
Jul 2026 · AssessmentRobovations Score revised 69 → 74
Jul 2026 · AssessmentRobovations Score revised 64 → 69
Apr 2026 · AssessmentRobovations Score recorded at 64 of 100
Jul 2024 · NewsDock motor wear pattern documented at 12-18 months in owner cohort
Nov 2023 · UpdateFirmware update addresses navigation and mop-detection bugs
Jul 2023 · ReleaseRV2310 launches commercially at $699

Editorial comparisons

Common questions

What people actually ask.

7 answered

ComparisonHow does the matrix-grid pattern work versus random coverage?

Matrix Clean runs multiple passes in a grid over a targeted area rather than a single sweep, and Shark credits that pattern with a 30 percent improvement on carpet. The robot maps with 360 degree LiDAR and follows the mapped layout rather than bouncing at random.

OperationCan the Matrix Plus handle two-floor homes?

One dock, one level. Each floor needs its own mapping session, and the base has to be carried with the robot or duplicated per level, which is where the convenience of a self-empty dock stops.

OperationHow often must the water tank be refilled?

Shark specifies a 300ml tank. Refilling is fully manual: the base moves debris only and neither holds nor transfers water, so a large floorplan means interrupting the run to refill. This is the main limit on unattended mopping.

OperationWhat happens when the robot gets stuck under furniture?

The app sends an alert and the robot signals audibly. It backs itself out of minor blockages; wedging under low furniture needs manual retrieval, after which it resumes from the map.

OperationWhere should the base be placed?

The base is a bagless self-empty dock for debris only, with no water in it, so flooring type is not the constraint it would be under a wet dock. It needs a level spot with clear space in front so the robot can align to the charging contacts.

OwnershipHow long does the mop pad last before replacement?

Shark documentation specifies pads are reusable and machine-washable. There is no dock wash cycle, so the pad is rinsed or laundered by hand between runs, and service life varies with water hardness and floor type. Replacement pads cost $15-20 per pair.

CompatibilityDoes the robot work with existing smart ecosystems?

Wi-Fi and Alexa are built-in; Matter is not supported. Google Home integration routes through Google’s Shark integration, not native. Manufacturer documentation confirms no HomeKit support.

Availability

Where it's sold

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Amazon Check price & availability

Cite / Embed

Reference the Shark Matrix Plus classification.

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Citation

Robovations. "Shark Matrix Plus: Autonomy Level III (Conditional Autonomy)." Autonomy Ladder™, assessed August 2026. https://robovations.com/robots/shark-matrix-plus-2-in-1-robot-vacuum-and-mop/

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A classification, not an endorsement. It may not appear beside language implying Robovations recommends, rates, or approves the product.

Where to next

Three ways to keep going.

For evaluators

Compare with a peer.

See the Shark Matrix Plus and iRobot Roomba Plus 515 Combo side by side: autonomy level, Robovations Score, readiness, and price. Classification, not a verdict.

See the full comparison

Or compare with Dyson R2 Nurovi Wash+Dry, Narwal Freo 20 Edge, iRobot Roomba Plus 575 Combo.

For browsers

See every Level III.

Every robot we’ve classified at conditional autonomy. Sorted by readiness, score, and price. Filter by category, manufacturer, or release date.

Browse the database

Updated weekly with new entries and reclassifications.

Shark Matrix Plus

Will the Shark Matrix Plus work in your home?

The full spec sheet.

Living with it.

How the assessment has moved.

How Shark Matrix Plus compares.

Do Robot Vacuum Marketing Claims Match Documented Reality?

Robot vacuums for carpeted homes: suction, brush design, and pet-hair handling

What people actually ask.