Research
Robot mower data, capability, and market signals.
A public research hub built from the verified MowScout catalog: prices, navigation systems, slope ratings, coverage, value, and source-backed buying constraints.
Open Compare ToolBy Brian Williams — Founder, MowScoutUpdated 2026-07-01How we scoreHow we test
Original studies
Citable research now live
These are the evidence assets behind MowScout's recommendations: original catalog analysis, open scoring benchmarks, emissions and cost math, and a clearly labeled third-party measured-data bridge.
Market study
Updated 2026-07-17
The 2026 Robot Lawn Mower Market Study
Price tiers, navigation mix, brand landscape
An original 2026 market study of 21 robot lawn mowers: computed price tiers, $/acre, navigation mix, slope-by-drivetrain, and feature-adoption data to cite.
Capability index
Updated 2026-09-13
The Robot Mower Capability Index (2026)
Slope, coverage, and score benchmarks
An open, citable 2026 reference: slope, coverage and navigation benchmarks from all 37 verified models, plus the MowScout Score as an open standard.
Emissions / noise / cost
Updated 2026-07-01
Robot vs Gas Mower: The 2026 Emissions, Noise & Cost Study
CO2, dB, and five-year ownership math
Robot vs gas mower, a 2026 data study: the CO2 and smog avoided (per EPA and CARB), the ~30 dB noise reduction we computed, and the honest 5-year cost math.
Reality vs rated
Updated 2026-07-01
Robot Mower Test Data vs Spec Sheets (2026)
Third-party measured data vs spec sheets
Independent third-party robot mower test data, cited: real measured noise, slope, runtime, and edge gaps versus spec-sheet claims — not our own lab tests.
Tracked models
37
175 source links
Average price
$1,913
$600 to $5,999
Average score
75/100
Mammotion leads
Wire-free share
35/37
33 use LiDAR, vision, or hybrid
Dataset snapshot
The category has moved past one-size-fits-all rankings.
The current MowScout dataset spans budget boundary-wire mowers, low-cost vision mowers, LiDAR small-yard models, hybrid RTK/LiDAR flagships, and established dealer-backed systems. That spread is why a useful robot mower site needs filters, compare tools, and local yard-fit guidance instead of one universal winner.
This research page is spec-verified, not hands-on measured testing. Each record carries source links and a last-verified date, and the public methodology is documented in how we test and how we score.
Capability leaders
Navigation mix
Street-price bands
Research library
Current data-backed research paths
Best Robot Lawn Mowers of 2026
The ranked buyer-facing interpretation of the current MowScout Score dataset.
Robot Lawn Mower Pillar Guide
The navigation, slope, tree-cover, and ownership framework behind the research.
RTK vs LiDAR vs Vision
The most important technology split in the category, with real fit trade-offs.
Are Robot Mowers Worth It?
Cost, workload, and ownership trade-offs for homeowners deciding whether to buy.
Robot Mower Cost Calculator
A practical calculator for purchase price, consumables, time saved, and payback.
Interactive Compare Workbench
Pick any two tracked models and compare score, price, slope, coverage, and setup.