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Robovations
Robovations™
Robot Autonomy, Classified
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Comparison · 2 robots

Neato Botvac D4 · Yeedi C14 Pro 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. Neato Botvac D4
  2. Yeedi C14 Pro Plus
Neato Robotics

Neato Botvac D4

Autonomy
IIIConditional Autonomy
Score
57/100 Capable
Readiness
Not assessed
Price
$499list

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
Neato Botvac D4Yeedi C14 Pro 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
  • Neato Botvac D470
18median 72 across 429 scored robots100

Not scored: Yeedi C14 Pro Plus

Coverage and navigation10% of score
Does it work the whole area, and hold that between runs
  • Neato Botvac D470
0median 70 across 417 scored robots100

Not scored: Yeedi C14 Pro Plus

Edge-case recovery10% of score
Does it recover from the failures its category presents
  • Neato Botvac D470
18median 52 across 318 scored robots100

Not scored: Yeedi C14 Pro Plus

Operating envelope4% of score
How far conditions can vary before performance drops
  • Neato Botvac D475
28median 68 across 393 scored robots100

Not scored: Yeedi C14 Pro Plus

Dependability

Field failure rate16% of score
Documented hardware failures per owner-year
  • Neato Botvac D470
6median 70 across 355 scored robots100

Not scored: Yeedi C14 Pro Plus

Software stability14% of score
Whether updates fix more than they break
  • Neato Botvac D460
15median 65 across 340 scored robots100

Not scored: Yeedi C14 Pro Plus

Support longevity10% of score
Committed parts, service and updates, with dates
  • Neato Botvac D46
0median 62 across 425 scored robots100

Not scored: Yeedi C14 Pro Plus

Ownership burden

Routine maintenance12% of score
Hands-on time it asks for in normal operation
  • Neato Botvac D443
22median 67 across 430 scored robots100

Not scored: Yeedi C14 Pro Plus

Consumables8% of score
Parts that must be bought to keep it working
  • Neato Botvac D451
8median 69 across 430 scored robots100

Not scored: Yeedi C14 Pro Plus

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
  • Neato Botvac D4$499
  • Yeedi C14 Pro Plus$399.99
$160median $799.99$2,599
Suction (mode not stated)207 with a published figure
  • Neato Botvac D43,000 Pa
  • Yeedi C14 Pro Plus11,000 Pa
1,000 Pamedian 10,000 Pa42,000 Pa
Height223 with a published figure
  • Neato Botvac D43.9 in
  • Yeedi C14 Pro Plus3.8 in
2.6 inmedian 3.8 in7.8 in

Not compared, because fewer than two of these robots carry a published figure: Runtime, 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.

Neato Botvac D4

Systematic mapping, missed edges: Consumer Reports found the D4’s lack of side brushes leaves sand and debris along walls even as it navigates them correctly.

Cloud shutdown in 2025 ended app scheduling and no-go zones, so every run on the entry-tier D4 now starts at the power button instead of a phone.

Legacy parts economics: consumables run roughly $100 a year, more than a working used D4 often costs to buy today.

Yeedi C14 Pro Plus

Dust is automated for 45 days; water is automated for zero.

Because the pad never lifts, carpet protection depends on carpet detection and no-mop zones working every run, and no independent test has checked either 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.

Neato Botvac D4
Owners needing active vendor support or updates
Vorwerk closed Neato in May 2023 and took the cloud offline in 2025, three years short of the five-year service commitment made at closure. No firmware updates or customer support remain, and cloud scheduling is offline.
Anyone requiring app control or remote operation
The cloud backend that powered app scheduling, no-go zones, and remote commands was shut down in 2025 and no longer exists.
Yeedi C14 Pro Plus
Owners who want the mop pad handled without touching it
Vacuum Wars lists no mop washing, drying or hot-water washing. The pad comes off and gets washed by hand after mopping runs.
Networks without a 2.4GHz band available
The robot connects over 2.4GHz Wi-Fi only. A 5GHz-only router, or a mesh that hides the 2.4GHz band, blocks setup.
Matter-based smart homes
Matter Alpha notes the C14 PRO PLUS is the one model in Yeedi's 2026 Prime Day lineup without Matter support, and Vacuum Wars confirms it.
Kitchens needing scrubbing of sticky or dried spills
A flat, non-rotating pad on a 300 mL tank with no detergent dispensing wipes; it does not scrub set-in residue.
Buyers who need a published runtime before committing
Yeedi has published no battery capacity, runtime or charge time for this model, so single-charge coverage of a large home is unknown.

What stays your job

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

Neato Botvac D4
  • Weekly: Filter rinse and side-brush visual check.
  • Every 2-4 months: Side brush replacement (~$15).
  • Every 3-4 months: Dust filter replacement (~$12).
  • As needed: Dock contact cleaning and alignment check.
Yeedi C14 Pro Plus
  • As needed: Empty the dock’s bagless 1.5 L bin, rated to hold up to 45 days of debris; no dust bags to buy.
  • After every use: Remove and hand-wash the flat OZMO mop pad after mopping runs, since the dock neither washes nor dries it.
  • As needed: Fill the robot’s 300 mL onboard water tank before each mopping run.
  • Monthly: Check the anti-tangle main brush and side brush for wrapped hair.
  • Monthly: Rinse the dock bin and clean the robot’s filter; Yeedi has published no replacement interval for this model.
  • As needed: Wipe dust from the LiDAR turret to keep mapping consistent.
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
Neato Botvac D4 Discontinued 3 Sep 2026
Yeedi C14 Pro Plus Provisional 4 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.