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Robot Autonomy, Classified
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Expectation vs reality/Robot Vacuums/4 robots compared/Reviewed Aug 2026

Do Robot Vacuums Keep Their Smart Features After Years?

5 claims tested5 diverge from the record.
iRobot Roomba i7+View recordiRobotIIIi7+
Neato Botvac D7 ConnectedView recordNeato RoboticsIIINeato Botvac D7 Connected$799
Ecovacs Deebot X12 Pro OmniView recordEcovacsIIIX12 Pro Omni$899
Ecovacs Deebot Ozmo 950View recordEcovacsIIIOzmo 950
Full specifications23 measurements · 55 of 92 documented
MSRP
$899
$799
$899
$799
Rated runtime
75 min
120 min
Not documented
200 min
Charge time
180 min
300 min
Not documented
300 min
Battery capacity
60 Wh
70 Wh
Not documented
Not documented
Battery type
Li-ion
Li-ion
Li-ion
Li-ion
Suction power
Not documented
Not documented
22,000 Pa
1,500 Pa
Noise level
72 dB
72 dB
Not documented
67 dB
Navigation
vSLAM camera + smart mapping up to 10 floors
LiDAR-based SLAM
dToF laser sensing combined with an RGBD camera (AIVI 3D 4.0) for obstacle recognition and path planning; TruEdge 3D Edge Sensor 2.0 for edge detection
LiDAR-based SLAM + mopping zone detection
Connectivity
wifi, alexa, google_home
wifi, bluetooth
Not documented
wifi, bluetooth
Dimensions (W×D×H)
13.3 × 13.3 × 3.6 in
12.6 × 12.2 × 3.9 in
Not documented
13.4 × 13.4 × 3.8 in
Weight
7.4 lbs
8.8 lbs
Not documented
8.2 lbs
Form factor
Not documented
d_shape
Not documented
round
Readiness
Not documented
Not documented
Ready Now
Not documented
Released
Sep 2018
Mar 2018
Not documented
Aug 2019
Onboard dustbin
400 mL
700 mL
Not documented
430 mL
Dock type
Auto-empty
Charge-only dock, no self-emptying
Auto-empty (bagged), mop washing, drying, auto water refill
Auto-empty (dust only); the base holds no water, so nothing is washed or refilled
Threshold climb
0.6 in
Not documented
0.9 in
Not documented
Mop generation
Not documented
Not documented
OZMO Roller 3.0: a 27cm (10.6in) self-washing roller, stated by the manufacturer as 50% longer than its previous roller generation
Not documented
Sibling distinction
Not documented
Not documented
Distinct from the newer bagless Ecovacs Deebot X12 OmniCyclone, which also carries FocusJet and OZMO Roller 3.0. The X12 Pro Omni is the bagged-dock version; the two are separate, co-existing X12-tier products, not generations of the same SKU.
Not documented
Battery
Not documented
Not documented
4000mAh (manufacturer); runtime in minutes not published
Not documented
Fast-charge claim
Not documented
Not documented
Manufacturer states PowerBoost Charging Plus restores approximately 13% battery in 3 minutes
Not documented
Water tank capacity
Not documented
Not documented
Not documented
240 mL
Dust bag capacity
Not documented
Not documented
Not documented
2.5 L

Claims under test

5 marketing claims, measured against documented evidence

Each claim below pairs the marketing language with what owner reports, demos, and engineering documentation actually show. The meter summarizes how far each claim sits from the evidence.

0102030405
5 Diverges
01Cloud scheduling lasts the robot's lifeDiverges02OEM consumables stay available long-termDiverges03Manufacturer keeps shipping feature updatesDiverges04App login secures camera and audioDiverges05Zone scheduling keeps improving over timeDiverges
Claim 01 / 05

Cloud scheduling lasts the robot's life

Diverges

Claim promised for the robot's life; cloud ended it after 7 years

What marketing promises

Smart Wi-Fi connectivity delivers no-go lines and remote scheduling that keep working for the life of the robot

Neato Botvac D7 Connected launch materials, March 2018

What the evidence shows

Neato's cloud backend was permanently decommissioned in November 2025 after the company's 2023 closure, and owner reports document no-go lines and remote scheduling as inoperable since.

No-go line enforcement
Permanently inoperable
Cloud backend status
Decommissioned Nov 2025
Last firmware update
None since ~2022
App connectivity
Returns connection errors
Claim 02 / 05

OEM consumables stay available long-term

Diverges

OEM channel gone; only unverified aftermarket parts remain

What marketing promises

Accessories and replacement consumables remain available through Neato's official channels throughout the product's service life

Neato Robotics D7 Connected product and support pages, 2018-2019

What the evidence shows

Neato Robotics closed after a 2023 bankruptcy, and Neato.com no longer operates as a parts channel; filters and brush rolls are documented only through third-party aftermarket sellers without OEM quality assurance.

Neato.com parts channel
Non-operational
Filters and brush rolls
Aftermarket only
OEM quality assurance
Not available
App maintenance reminders
Offline
Claim 03 / 05

Manufacturer keeps shipping feature updates

Diverges

Ongoing-improvements claim now covers bug fixes only, not features

What marketing promises

iRobot remains a committed long-term robotics company shipping ongoing improvements across its Roomba lineup, including the i7+

iRobot corporate statements and i7+ marketing materials, 2018-2023

What the evidence shows

Amazon's $1.7 billion acquisition of iRobot collapsed in January 2024 under EU regulatory opposition, and iRobot cut roughly 31% of its workforce; the company confirmed i-series models now receive critical bug fixes only.

Acquisition status
Collapsed Jan 2024
Workforce reduction
About 31%
i-series update policy
Critical bug fixes only
Feature parity vs j-series
Not a target
Claim 04 / 05

App login secures camera and audio

Diverges

Camera/audio reachable without login; unpatched due to 2021 firmware freeze

What marketing promises

Ecovacs robots are secured by Ecovacs Home app login and encryption, keeping camera and audio features protected from outside access

Ecovacs Deebot Ozmo 950 marketing and Ecovacs Home app product claims, 2019

What the evidence shows

Security researcher Dennis Giese published findings documenting a Bluetooth-range attack surface on Deebot models sharing the Ozmo 950's radio architecture, reachable without app authentication; Ecovacs issued no patch for the discontinued model.

Attack surface
Bluetooth, unauthenticated
Approximate range
About 100 meters
Ozmo 950 patch status
None issued
Disclosed by
Security researcher Dennis Giese
Claim 05 / 05

Zone scheduling keeps improving over time

Diverges

Zone scheduling promised as improving; app update removed it instead

What marketing promises

LiDAR mapping enables precise room-by-room and zone-by-zone scheduling that keeps improving with the Ecovacs Home app

Ecovacs Deebot Ozmo 950 marketing materials, August 2019 launch

What the evidence shows

A 2024 Ecovacs Home app update removed interactive zone-drawing and multi-zone scheduling for legacy models including the Ozmo 950; owner reports confirm only basic room-select and manual start-stop remain.

Zone-by-zone scheduling
Removed in 2024
Room-select scheduling
Retained
Support tier
Legacy
Mapping hardware
Intact, software-limited

Per-product rollup

How each platform’s claims hold up

Every claim, resolved per product against documented evidence.

ClaimiRobot Roomba i7+Neato Botvac D7 ConnectedEcovacs Deebot X12 Pro OmniEcovacs Deebot Ozmo 950
Cloud scheduling lasts the robot's lifeLocal scheduling intactCloud shut downCurrently functionalZone editing removed
OEM consumables stay available long-termOEM bags availableNeato.com defunctActive manufacturerNo shortage documented
Manufacturer keeps shipping feature updatesBug fixes onlyManufacturer defunctActive current modelFirmware frozen 2021
App login secures camera and audioNo vulnerability documentedNo vulnerability documentedNo vulnerability documentedBluetooth exploit unpatched
Zone scheduling keeps improving over timeImprint mapping intactNo-go lines deadCurrent app functionalZone editing removed

Common questions

What readers ask about this comparison.

Q.
Why did the Neato Botvac D7 Connected lose its no-go lines and remote scheduling?
Neato Robotics closed after a 2023 bankruptcy and permanently shut down its cloud backend on November 30, 2025, which disabled the cloud-dependent no-go lines and remote scheduling the D7 Connected shipped with.
Q.
Is the iRobot Roomba i7+ still receiving software updates?
iRobot confirmed after its 2024 restructuring, which followed the collapsed Amazon acquisition, that i-series models including the i7+ now receive critical bug fixes only, with no feature-level updates planned.
Q.
Was the Ecovacs Deebot Ozmo 950's Bluetooth vulnerability ever patched?
No. Security researcher Dennis Giese documented an unauthenticated Bluetooth attack surface affecting Deebot models sharing the Ozmo 950’s radio architecture, and Ecovacs has not issued a patch for the model since its 2021 firmware freeze.
Q.
Does the Ecovacs Deebot X12 Pro Omni have documented security or support issues yet?
None have surfaced in the evidence reviewed here. It remains an actively sold, currently supported model, so its long-term software and security record is not yet comparable to the three discontinued vacuums in this set.
Q.
Can I still buy OEM replacement parts for the Neato Botvac D7 Connected?
Only through third-party aftermarket sellers. Neato.com no longer functions as a parts channel, and the filters and brush rolls that remain available carry no OEM quality assurance.
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Comparison ID: RV–CMP–9390 · Last reviewed Aug 30, 2026 · Based on owner reports, manufacturer documentation, and firmware release notes