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Goal-based/Multi-Task Robots/3 robots compared/Reviewed Oct 9, 2026

Yarbo Y40P vs Y40 vs M20i: which fits your yard?

Area ratings scale with price, not test data.The higher-priced Y40P claims 1,000 more square feet per charge than the Y40, and both figures come from the maker; neither has an independent measurement behind it yet.
Yarbo Y40P Core Snow BlowerView recordYarboIIIY40P Core Snow BlowerRated area (1 in snow)7,000 sq ft$7,799
Yarbo Y40 Snow BlowerView recordYarboIIIY40 Snow BlowerRated area (1 in snow)6,000 sq ft
Yarbo M20iView recordYarboIIIM20iRated area (1 in snow)Not yet rated$5,999
Full specifications18 measurements · 44 of 54 documented
MSRP
$7,799
$6,199
$5,999
Rated runtime
90 min
90 min
110 min
Charge time
90 min
90 min
60 min
Battery capacity
1,382 Wh
1,382 Wh
Not documented
Battery type
Li-ion
Not documented
Li-ion
Noise level
60 dB
Not documented
58 dB
Navigation
NetRTK GPS + stereo vision + IMU/odometry (PPVS Fusion Navigation), AI-based obstacle detection
NetRTK (network RTK positioning, no rooftop base station) plus stereo AI vision cameras and onboard IMU and odometry sensors
NetRTK (RTK-based) positioning with AI vision cameras; the M20i adds 360-degree LiDAR for obstacle detection and night operation
Connectivity
wifi
wifi
wifi, bluetooth
Dimensions (W×D×H)
28.7 × 42 × 29.2 in
28.7 × 42 × 29.2 in
Not documented
Weight
228.2 lbs
228.2 lbs
88 lbs
Readiness
New to Market
New to Market
Not documented
Released
Sep 2026
Oct 2026
Not documented
Clearing width
24 in
24 in
Not documented
Intake height
12 in, adjustable
12 in, adjustable
Not documented
Throw distance
6-40 ft; chute rotates -10° to 190°, deflector -5° to 50°
Up to 40 ft, chute rotates -10 deg to 190 deg
Not documented
Max slope
20° / 36% while snow-blowing (same Core is rated 35° / 70% while mowing)
36%
70%
Drive layout
Dual hub-motor tracked drive, gearbox-free
Tracked, dual drive motors
Tracked
Boundary method
Wire-free; NetRTK GPS with app-mapped zones
NetRTK (network RTK) plus AI vision cameras, no rooftop base station
Not documented
01/05

What size yard is each one built to clear?

Each model states the ground it is rated for, from square feet per charge to the acreage range a whole module line targets.

Where they differYarbo M20i — Platform's stated yard-size target: 0.25-1.5 acre yards
EvidenceYarbo Y40P Core Snow BlowerYarbo Y40 Snow BlowerYarbo M20i
Rated area per charge (1 in snow)7,000 sq ft6,000 sq ftNot yet rated
Platform's stated yard-size targetLarger properties (Core/Y-series line)Larger properties (Core/Y-series line)0.25-1.5 acre yardsDiffers
Published Core/base weightNot stated separately134 lb (Core alone, maker-stated)88 lb (published figure)
Module ecosystem on same CoreMower Pro, Blower, TrimmerMower, Blower modulesMow, snow, leaf, trim (4)
Drive mechanismDual hub motors, no gearboxDiffersDual drive motors (gearbox)Tracked drive (mower deck)
Sources & evidence
Yarbo wiki; Kickstarter campaign page

Yarbo's own specification wiki and the Y40P and Y40 product pages state the area-per-charge and weight figures used here; the M-series' 0.25-1.5 acre target comes from the manufacturer's Kickstarter page and matching trade-show coverage.

The Gadgeteer, CES 2026 coverage

Trade-show coverage of the CES 2026 launch described the M-series as built for yards from a quarter acre to about 1.5 acres, distinct from the larger-property Core and Y-series line this comparison's other two machines belong to.

02/05

Which of the three can you buy right now?

Availability differs more than specs do: one ships from a single storefront, one also sits on a general retailer, and one is still a crowdfunding reward.

Where they differYarbo Y40 Snow Blower — Purchase channel: Maker's store + Amazon
EvidenceYarbo Y40P Core Snow BlowerYarbo Y40 Snow BlowerYarbo M20i
Purchase channelMaker's store onlyMaker's store + AmazonDiffersKickstarter backers only
Listed price (bundle with snow module)$7,399 (list $7,799)$4,899 (list $6,199)$4,899 (Kickstarter pledge)
Snow module shipping statusShipping now (launched Sep 28)Est. ships October 2026Est. ships mid-Nov 2026
Return/warranty terms stated on listingNot read on this page2-yr warranty, 30-day returnsBacker terms, no retail returnDiffers
Sources & evidence
Yarbo.com and Amazon listing, Oct 2026

Yarbo's own Y40 product page and its Amazon listing, sold by the maker under ASIN B0HJRC5RNC, both list current stock and pricing; the Y40P Core page and the Kickstarter M-series campaign page show no equivalent general-retail listing.

BackerGuardian crowdfunding trust analysis, 2026

A crowdfunding risk analysis of the M-series campaign flagged the post-funding snow-module redesign and schedule slip as open questions for backers, who hold Kickstarter reward terms rather than a standard retail return window.

03/05

How does each one sense and navigate the yard?

All three skip a buried wire for network-corrected GPS, but the sensors layered on top of that baseline are not identical.

Where they differYarbo M20i — Core sensing beyond GPS: Stereo vision + 360° LiDAR
EvidenceYarbo Y40P Core Snow BlowerYarbo Y40 Snow BlowerYarbo M20i
Boundary methodNetRTK, no perimeter wireNetRTK, no perimeter wireApp-walked map, no wire
Core sensing beyond GPSStereo vision + IMUStereo vision + IMUStereo vision + 360° LiDARDiffers
Stated drive speed while clearing1.2 m/s (maker figure)0.65 m/s (maker figure)Not published (redesigned module)
Night operationNot statedNot statedSupported (LiDAR-enabled, maker claim)
Sources & evidence
Yarbo.com and The Gadgeteer, CES 2026

Yarbo's NetRTK explainer and its product pages describe network-corrected positioning with stereo cameras on the Y40 and Y40P; CES 2026 coverage reported 360-degree LiDAR as the feature distinguishing the M20i from the M10 and M20.

04/05

What does the snow-clearing hardware itself do?

Clearing width, intake height and throw distance come from the snow module bolted onto each Core, and the three modules are not identical.

Where they differYarbo M20i — Snow module design status: Redesigned post-funding, unshipped
EvidenceYarbo Y40P Core Snow BlowerYarbo Y40 Snow BlowerYarbo M20i
Clearing width24 in24 inNot published (redesigned module)
Max rated snow depth12 in (intake height)12 inNot published
Throw distance and chute rotation6-40 ft; -10° to 190°Up to 40 ft; -10° to 190°Not published
Snow module design statusGen 2, shippingGen 2, shippingRedesigned post-funding, unshippedDiffers
Sources & evidence
Yarbo.com Y40 and Y40P pages

Yarbo's Y40 and Y40P product pages list matching clearing width, intake height and throw-distance figures for the Gen 2 module on both machines; neither page states a figure for the M-series' redesigned module.

Yarbo Kickstarter project update

Yarbo's own project update to Kickstarter backers said the original plow blade was replaced with a two-stage blower in July 2026, calling the heavier module a new mounting, power-draw and balance validation on the Core.

05/05

What independent evidence exists on any of these machines?

Each record traces to a different mix of vendor material, past-generation reviews and a security advisory, and none of it is a test of this exact unit.

Where they differYarbo M20i — Prior-generation company track record: Scored under pre-release framework
EvidenceYarbo Y40P Core Snow BlowerYarbo Y40 Snow BlowerYarbo M20i
Independent test of this exact machineNone foundNone foundNone found
Owner or field record for this versionMaker forum thread onlyMaker forum thread onlyNone; unit not yet shipped
Prior-generation company track recordEarlier Core reviews exist, uncountedEarlier Core reviews exist, uncountedScored under pre-release frameworkDiffers
App/cloud security advisoryCISA advisory covers shared appCISA advisory covers shared appCISA advisory covers shared app
Sources & evidence
Pocketables and CISA advisory ICSA-26-162-01

A long-term owner account of Yarbo's earlier Core documented two failed units, including one blown power board, and the maker's security notice alongside a federal advisory covered a credential flaw in the shared app and cloud service.

PCWorld and manufacturer records review

No published source in this record ties an independent test to the current Y40, Y40P or M20i hardware; earlier reviews of prior Core generations and snow attachments are listed but not counted toward these three machines.

In closing

What the evidence shows

Patterns that emerged across the questions above.

01

Area ratings scale with price, not test data

The higher-priced Y40P claims 1,000 more square feet per charge than the Y40, and both figures come from the maker; neither has an independent measurement behind it yet.

02

Purchase readiness splits the three machines unevenly

The Y40 sells through the maker's store and Amazon today, the Y40P sells only through the maker's store, and the M20i remains a Kickstarter reward with no retail listing yet.

03

Only the M20i adds LiDAR and a pre-release framework

The M20i is the only one of the three with 360-degree LiDAR and the only one scored under a pre-release framework instead of the consumer rubric the other two carry unevidenced.

Common questions

What readers ask about this comparison.

Q.
Are the Yarbo Y40P and Y40 the same snow blower?
No. Both bundle the same Snow Blower Module Gen 2 onto a Core, but the Y40P’s Core uses two hub motors with no gearbox, carries a larger 7,000-square-foot area rating, and lists about $1,600 higher ($7,799 vs $6,199).
Q.
Is the Yarbo M20i available to buy yet?
Not through ordinary retail. As of its most recent public showing, manufacturer materials describe it as a Kickstarter-backed product, with the redesigned snow module expected to ship in mid-November 2026.
Q.
Has any of these three machines been independently tested?
No source found for this comparison tested the current Y40, Y40P or M20i hardware. Independent coverage of Yarbo’s earlier Core generations exists but is not tied to these models.
Q.
Why does the M20i have LiDAR when the Y40 and Y40P do not?
Manufacturer materials describe the M20i’s 360-degree LiDAR as new to that model line, meant to hold navigation under tree cover and to support night operation; the Y40 and Y40P rely on network-corrected positioning and stereo cameras alone.
Q.
Do any of these robots need a buried boundary wire?
No. All three map the yard through an app, using network-corrected GPS positioning instead of a wire or rooftop base station.
Next up

Which new robot vacuum has the most independent testing?

Read the comparison
Comparison ID: RV–CMP–13642 · Last reviewed Oct 9, 2026 · Based on owner reports, manufacturer documentation, and firmware release notes