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Robovations
Robovations™
Robot Autonomy, Classified
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Comparison · 2 robots

Dreame D10 Plus · iRobot Roomba 105 Combo

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. Dreame D10 Plus
  2. iRobot Roomba 105 Combo

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
Dreame D10 PlusiRobot Roomba 105 Combo
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
  • Dreame D10 Plus70
18median 72 across 428 scored robots100

Not scored: iRobot Roomba 105 Combo

Coverage and navigation10% of score
Does it work the whole area, and hold that between runs
  • Dreame D10 Plus72
0median 70 across 416 scored robots100

Not scored: iRobot Roomba 105 Combo

Edge-case recovery10% of score
Does it recover from the failures its category presents
  • Dreame D10 Plus32
18median 52 across 317 scored robots100

Not scored: iRobot Roomba 105 Combo

Operating envelope4% of score
How far conditions can vary before performance drops
  • Dreame D10 Plus50
28median 68 across 392 scored robots100

Not scored: iRobot Roomba 105 Combo

Dependability

Field failure rate16% of score
Documented hardware failures per owner-year
  • Dreame D10 Plus73
6median 70 across 355 scored robots100

Not scored: iRobot Roomba 105 Combo

Software stability14% of score
Whether updates fix more than they break
  • Dreame D10 Plus77
15median 65 across 339 scored robots100

Not scored: iRobot Roomba 105 Combo

Support longevity10% of score
Committed parts, service and updates, with dates
  • Dreame D10 Plus73
0median 62 across 424 scored robots100

Not scored: iRobot Roomba 105 Combo

Ownership burden

Routine maintenance12% of score
Hands-on time it asks for in normal operation
  • Dreame D10 Plus59
22median 67 across 429 scored robots100

Not scored: iRobot Roomba 105 Combo

Consumables8% of score
Parts that must be bought to keep it working
  • Dreame D10 Plus61
8median 69 across 429 scored robots100

Not scored: iRobot Roomba 105 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
  • Dreame D10 Plus$399
  • iRobot Roomba 105 Combo$369.99
$160median $799.99$2,599
Suction (mode not stated)207 with a published figure
  • Dreame D10 Plus4,000 Pa
  • iRobot Roomba 105 Combo7,000 Pa
1,000 Pamedian 10,000 Pa42,000 Pa

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

04 Ownership

What the numbers leave out.

The trade-off

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

Dreame D10 Plus

The dock is convenient but not fully autonomous: it auto-empties the vacuum dustbin into a sealed 2.5 L bag that Dreame rates at about 45 days, but the mop is a separate clip-on module the owner fits, refills and removes by hand every few days.

LiDAR mapping is precise but coverage is single-sweep: after initial mapping, the robot runs fixed room-by-room paths rather than adaptive obstacle re-detection, leaving tight corners underserved if furniture has shifted.

iRobot Roomba 105 Combo

LiDAR and auto-empty at an entry price, with no independent test of the Combo yet.

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.

Dreame D10 Plus
High-pile carpet homes
Owner reports document reduced suction on shag and deep pile. The mop module has no lift: left fitted, the pad drags across carpet, so it has to be unclipped by hand before any run that crosses plush flooring.
Homes requiring fully hands-off mopping
Mop cartridge cannot be auto-washed or refilled. Owners manually remove the cartridge between cycles, fill the water tank, and reattach. This defeats the autonomy promise on floors needing frequent mopping.
Owners with 5 GHz-only Wi-Fi networks
Device connects to 2.4 GHz only. Homes with 5 GHz-exclusive networks or mesh systems lacking 2.4 GHz bands will require network reconfiguration.
iRobot Roomba 105 Combo
Buyers who want independent test results first
No hands-on review of the 105 Combo was found; the tested Roomba 105 models are the vacuum-only 105 Vac.
Rooms where carpets need mopping nearby
iRobot describes carpet avoidance while mopping, so rugs are skipped rather than vacuumed with the pad lifted.
Buyers wary of the maker's long-term future
iRobot filed for Chapter 11 in Dec 2025 with a planned acquisition by Picea Robotics, per HotHardware.
Owners wanting a dock that washes the mop
The optional AutoEmpty dock empties debris only; TechRadar reserves mop washing for the Plus 405 and 505 Combo.

What stays your job

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

Dreame D10 Plus
  • Weekly: Brush and side-brush manual cleaning to remove hair tangled around bristles.
  • Monthly: Primary filter cleaning via rinse or light tap to restore suction.
  • Every 6-8 weeks: Replace the sealed dock bag; Dreame rates the 2.5 L bag at about 45 days of typical use. Bags are sold in multipacks.
  • Every 3-6 months: Main brush replacement when wear becomes visible (approximately $12-18 per brush).
  • Every 8-12 weeks: Wash or replace the microfiber mop pad; rinse and dry the water tank after mopping runs so it does not develop a mildew odor in humid climates.
  • Every 6 months: Dock outlet and auto-empty channel inspection for debris blockage or moisture buildup.
iRobot Roomba 105 Combo
  • As needed: Replace the AutoEmpty dock bag, which the retail listing says holds up to 75 days of debris.
  • After every use: Refill the water tank and rinse the mop pad after mopping runs.
  • As needed: Empty the onboard bin by hand on the version sold without the AutoEmpty dock.
  • As needed: Clean the brushes and filter, and replace them when worn.
  • As needed: Keep the iRobot app updated, since iRobot said app functionality would continue through its restructuring.
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
Dreame D10 Plus Provisional 3 Aug 2026
iRobot Roomba 105 Combo Provisional 5 Sep 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.