Best Robot Buying Guides

Data-driven buying guides that filter our robot database by specific constraints. Every recommendation is backed by objective metrics from our robots.json database—no subjective opinions, just technical specs.

How These Guides Work

Each guide programmatically filters our database using objective criteria (suction power, battery life, slope rating, etc.), then ranks results by the most relevant metric. Winners are chosen by data, not editorial preference.

Robot Vacuum Guides

Find the perfect robot vacuum filtered by your specific home environment and constraints.

Robotic Lawn Mower Guides

Autonomous lawn mowers filtered by terrain difficulty, lawn size, and navigation technology.

Pool & Window Cleaner Guides

Specialized cleaning robots for pools and glass surfaces.

How We Select Winners

Our Methodology

  • Objective Filtering: Each guide uses programmatic filters on our robots.json database (e.g., "suction_pa >= 10000 AND hepa_filter = true")
  • Data-Driven Ranking: Results sorted by primary performance metric (suction, slope rating, battery life, value ratio)
  • No Editorial Bias: Winners chosen by highest metric score, not subjective preference
  • Manufacturer Verified: All specs cross-referenced with official datasheets and CES 2026 announcements
  • Monthly Updates: Database refreshed as new models launch and prices change

What We Don't Do

  • No Affiliate Manipulation: Rankings are identical whether a product has high or low commission rates
  • No Sponsored Placements: Brands cannot pay to appear in these guides
  • No Subjective Scoring: We don't assign "overall ratings" based on opinion
  • No Cherry-Picking Data: Filter logic and sort criteria are documented in each guide
  • No Fake Testing: We aggregate manufacturer specs, not perform testing we didn't do

Understanding Our Filters

Here's how we translate user needs into objective database queries:

User Need Database Filter Why This Works
Best for pet hair suction_pa >= 10000 AND hepa_filter = true Pet hair requires strong suction + allergen filtration
Best for carpet carpet_boost = true AND suction_pa >= 15000 Carpet needs extra power and dedicated boost mode
Best budget value price <= 300, sort by (suction_pa / price) Maximizes performance per dollar spent
Best for large homes battery_min >= 180 AND bin_ml >= 400 Avoids mid-clean recharge and frequent bin emptying
Best for steep hills max_slope_percent >= 60 60% = 31° angle, add 10% safety margin
Wire-free lawn mowers perimeter_wire = false Uses RTK GPS or LiDAR instead of boundary wire
Quietest robots noise_db <= 65, sort by noise_db ASC 65dB = conversational speech level
Cordless pool cleaners cable_length_m = 0 Battery-powered, no cable management needed

Can't Find What You Need?

If none of these guides match your specific constraint, try these alternative approaches:

Quick Reference: Key Metrics Explained

  • Suction Power (Pa) 2,000Pa = basic; 10,000Pa = strong; 20,000Pa+ = exceptional. Matters most on carpet.
  • Battery Life (min) 120 min = ~1,500 sq ft; 180 min = ~2,500 sq ft; 240+ min = 3,500+ sq ft or multi-level.
  • Bin Size (ml) 300ml = empty after each run; 400ml+ = every 2-3 runs; self-empty base = monthly.
  • Noise Level (dB) 48dB = whisper quiet; 65dB = conversation; 70dB+ = noticeable vacuum noise.
  • Slope Rating (%) 35% = moderate slope; 50% = steep; 60%+ = very steep hillside. Always add 10% safety margin.
  • Coverage Area (m²) For lawn mowers: 600m² = 6,500 sq ft; 1,000m² = 10,800 sq ft; 5,000m² = 1.2 acres.
  • HEPA Filter True HEPA captures 99.97% of 0.3-micron particles. Essential for allergy sufferers.
  • RTK GPS Real-Time Kinematic positioning, accurate to 2cm. Enables wire-free lawn mower setup.