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Comparison · 2 robots

iRobot Roomba Plus 515 Combo · Shark Matrix Plus

All robot vacuums. Every measure below is plotted against the full class, so a difference can be read against how much the class itself varies.

  1. iRobot Roomba Plus 515 Combo
  2. Shark Matrix Plus

Up to three

01 Classification

What each one does on its own.

The Autonomy Ladder is the same five rungs for every robot on the site. A rung describes the conditions a robot handles without you, not how good it is.

V
Generalized
Any task, any setting
IV
Environmental
Handles new obstacles without help
III
Conditional
Finishes familiar jobs on its own
iRobot Roomba Plus 515 ComboShark Matrix Plus
II
Assisted
Runs preset routines, needs rescue
I
Manual
One action, on command
02 Assessment

Where they actually differ.

The Robovations Score is nine inputs across three pillars, each weighted as shown and each scored so that more is better. A robot can lead on one and trail on another, which is the point of showing them apart. Cost of ownership and data handling are reported on each robot's own page and are never averaged into the score.

Capability

Task completion16% of score
Does it finish the job it is sold to do, unattended
  • Shark Matrix Plus70
18median 72 across 428 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Coverage and navigation10% of score
Does it work the whole area, and hold that between runs
  • Shark Matrix Plus75
0median 70 across 416 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Edge-case recovery10% of score
Does it recover from the failures its category presents
  • Shark Matrix Plus45
18median 52 across 317 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Operating envelope4% of score
How far conditions can vary before performance drops
  • Shark Matrix Plus65
28median 68 across 392 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Dependability

Field failure rate16% of score
Documented hardware failures per owner-year
  • Shark Matrix Plus70
6median 70 across 355 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Software stability14% of score
Whether updates fix more than they break
  • Shark Matrix Plus97
15median 65 across 339 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Support longevity10% of score
Committed parts, service and updates, with dates
  • Shark Matrix Plus85
0median 62 across 424 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Ownership burden

Routine maintenance12% of score
Hands-on time it asks for in normal operation
  • Shark Matrix Plus68
22median 67 across 429 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

Consumables8% of score
Parts that must be bought to keep it working
  • Shark Matrix Plus91
8median 69 across 429 scored robots100

Not scored: iRobot Roomba Plus 515 Combo

03 Measured against the class

How far apart is a long way?

A number only means something next to the spread it sits in. Each track below is the real range across every classified robot in the class, with the median marked.

Price214 with a published figure
  • iRobot Roomba Plus 515 Combo$699.99
  • Shark Matrix Plus$700
$160median $799.99$2,599
Runtime186 with a published figure
  • iRobot Roomba Plus 515 Combo295 min
  • Shark Matrix Plus110 min
60 minmedian 180 min360 min
Height223 with a published figure
  • iRobot Roomba Plus 515 Combo3.3 in
  • Shark Matrix Plus3.6 in
2.6 inmedian 3.8 in7.8 in

Not compared, because fewer than two of these robots carry a published figure: Suction, Charge time, Noise, Weight.

04 Ownership

What the numbers leave out.

The trade-off

What each design gives up to be good at what it is good at.

iRobot Roomba Plus 515 Combo

The dock takes over water, pads and debris for up to three months, but it stands far taller than the 3.29 in robot it serves and needs a fixed spot with power.

Suction is sold only as 3x the Plus 505, a relative claim with no pascal figure on iRobot’s own page.

Shark Matrix Plus

Multi-pass grid coverage is thorough but slow: crossing the same area repeatedly takes longer per room than a single-sweep pattern.

The base automates bin emptying for up to 60 days but does nothing with water, so filling the tank, rinsing the pad and swapping it stay manual.

Vacuuming runs unattended while mopping is a job you set up: the 2-in-1 saves buying two machines, but only one half of it is autonomous.

Who each one is wrong for

Stated by the record itself. A robot being wrong for a household is a fact about fit, not a fault.

iRobot Roomba Plus 515 Combo
Large homes beyond 2,000 square feet per run
iRobot rates coverage at 2,000 sq ft per charge and has not documented recharge-and-resume behavior for larger floor plans on this model.
Deep or high-pile carpet
Pads lift only 10 mm on carpet detection, and no independent carpet test of this model has been published to show how it handles dense pile.
Buyers who want detergent dosed automatically
The dock does not add cleaning solution itself; iRobot directs owners to add a compatible solution to the tank by hand.
Buyers waiting for independent performance testing
Launch coverage from Vacuum Wars and Reviewed contains no test results, so every suction, runtime and coverage figure today is iRobot's own.
Shark Matrix Plus
Multi-level homes or stair-dependent layouts
Robot cannot navigate stairs. Each floor requires separate mapping and scheduling, and the base has to be moved with it or duplicated per level.
Floors that are rarely cleared before a run
The robot routes around obstacles it detects, but cords, socks and pet toys left down still need picking up first. Households that will not do a pre-run tidy get less complete coverage.
Large homes requiring continuous same-day mop coverage
The 300ml tank is filled by hand and the base does not refill it, so mopping a large floorplan means interrupting the run. Not autonomous for sequential mopping.
Households expecting vacuum and mop in one hands-off pass
Mopping is a manual setup: the pad and the 300ml tank are prepared by hand and the base does nothing with water. Vacuuming is the autonomous half of the machine; mopping is a job you start.
Cloud-privacy-focused households
Room maps, cleaning history and schedules are held in the Shark account rather than only on the robot. Navigation is LiDAR, so no camera imagery of the home is involved, but there is no documented local-only mode.
Owners requiring full autonomy without supervision
Bin emptying at the base is handled for up to 60 days, but retrieving a stuck robot, filling the mop tank and swapping pads remain owner tasks.

What stays your job

The upkeep ownership hands back to you, whatever the autonomy level says.

iRobot Roomba Plus 515 Combo
  • Every 3-6 months: Empty the dock’s debris storage and dirty-water tank, and refill clean water, per iRobot’s up-to-three-month rating.
  • As needed: Add a compatible cleaning solution to the tank by hand; the dock does not dose it.
  • Weekly: Check the rubber and bristle main brush and side brush for hair.
  • Monthly: Wipe the LiDAR window, cliff sensors and charging contacts.
  • As needed: Replace DualClean pads, filters and brushes from iRobot’s Plus 515 accessory series as they wear.
Shark Matrix Plus
  • After every mopping run: Rinse the mop pad and empty any water left in the tank.
  • Weekly: Check the side brush and brushroll for wrapped debris; fill the 300ml tank before each mopping run.
  • Monthly: Clean dock sensors and charging contacts with a dry cloth; wipe the LiDAR turret and the cliff sensors on the underside.
  • Every 30-60 days: Empty the bagless base, which is rated to hold 60 days of debris.
  • Every 3-6 months: 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.
  • Annually: Replace the base filter (cost $12-18) and inspect the brushroll and side brush for wear.
  • As needed: Retrieve the robot if it wedges under low furniture, clear cords before a run, reset Wi-Fi after router changes.
05 Evidence

How much each of these is standing on.

Classifications rest on different depths of evidence. A pre-release assessment and a verified one are not the same kind of claim.

Evidence behind each classification
Robot Evidence status Sources reviewed Last assessed
iRobot Roomba Plus 515 Combo Provisional 4 Sep 2026
Shark Matrix Plus Pending 1 Aug 2026

Robovations classifies robots; it does not rank them. Nothing on this page is a recommendation, and no manufacturer influences a classification or its placement here.