R3 (Research, Reviews, Recommendations)
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    R3 (Research, Reviews, Recommendations)
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    Renée’s TakePricing
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    Our Methodology/

    Scoring system changelog

    Every R3 category is scored on its own published, dated weighting system. This page lists those systems, the exact weights behind every score, and the record of every time we have revised one.

    Updated: 2026-02-17T21:18:21.365+00:00

    The short version

    R3 versions its scoring like software. Each of 81 product categories is scored on its own weighting system with a version number and a fixed activation date, and there are 35 distinct weightings across them because what matters differs by product. Scores are absolute, not curved: every product in a category is measured against the same fixed weighting, regardless of price. When evidence justifies a change, we publish a new version with the reason. So far 1 category has been revised.

    Revisions to date

    Categories whose scoring system we have changed since launch. Each entry shows what changed and why, with the old version retired and dated.

    • Water Filters

      1. v1.1.0Current2026-01-29Safety 40% / Efficacy 35% / Usability 7%

        Increased efficacy weight (30->35%) because NSF certifications (P473, 53, 401) are the primary differentiators for PFAS and lead removal. Reduced usability (10->7%) and removed suitability (2->0%) since modern filters meet basic usability standards and suitability factors are covered by efficacy.

      2. v1.0.0Retired2026-01-23 → 2026-01-29Safety 40% / Efficacy 30% / Usability 10%

    Current weighting, every category

    The scoring system in force today for each category, with its version, activation date, and the full pillar weighting behind every score.

    • 3D Printers

      v1.0.0

    Related Pages

    • How we score products
    • How we gather evidence
    • Editorial independence
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%
  1. Air Fryers

    v1.0.0 · active since 2026-02-03
    Safety 20%Efficacy 30%Usability 15%Value 20%Sustainability 5%Suitability 10%
  2. Air Purifiers

    v1.0.0 · active since 2026-01-23
    Safety 35%Efficacy 30%Usability 10%Value 15%Sustainability 5%Suitability 5%
  3. Apparel

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Suitability 15%
  4. Baby Care

    v1.0.0
    Safety 45%Efficacy 25%Usability 10%Value 10%Suitability 10%
  5. Baby Carriers

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  6. Baby Food

    v1.0.0
    Safety 45%Efficacy 25%Usability 10%Value 10%Suitability 10%
  7. Baby Monitors

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  8. Baby Skincare

    v1.0.0
    Safety 45%Efficacy 25%Usability 10%Value 10%Suitability 10%
  9. Baby Wipes

    v1.0.0
    Safety 45%Efficacy 25%Usability 10%Value 10%Suitability 10%
  10. Bamboo Sheets

    v1.0.0
    Safety 20%Efficacy 30%Usability 15%Value 20%Sustainability 15%
  11. Bath & Body

    v1.0.0
    Safety 35%Efficacy 30%Usability 10%Value 15%Sustainability 10%
  12. Bath Filters

    v1.0.0 · active since 2026-01-26
    Safety 35%Efficacy 30%Usability 12%Value 18%Sustainability 3%Suitability 2%
  13. Beauty Tools

    v1.0.0
    Safety 35%Efficacy 30%Usability 10%Value 15%Sustainability 10%
  14. Beverages

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%Suitability 5%
  15. Body Lotion

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  16. Bottles

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  17. Breast Pumps

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  18. Cereal

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%Suitability 5%
  19. Cleaner

    v1.0.0 · active since 2026-02-04
    Safety 40%Efficacy 30%Usability 10%Value 15%Sustainability 3%Suitability 2%
  20. Cookware

    v1.0.0 · active since 2026-01-22
    Safety 35%Efficacy 30%Usability 10%Value 15%Sustainability 5%Suitability 5%
  21. Dairy

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%Suitability 5%
  22. Deodorant

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  23. Diapers

    v1.0.0 · active since 2026-02-04
    Safety 45%Efficacy 25%Usability 10%Value 15%Sustainability 3%Suitability 2%
  24. Dishwasher Detergent

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  25. Dry Shampoo

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  26. Electronics

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%
  27. Face Serums

    v1.0.0
    Safety 35%Efficacy 30%Usability 10%Value 15%Sustainability 5%Suitability 5%
  28. Food & Nutrition

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%Suitability 5%
  29. Foot Spas

    v1.0.0 · active since 2026-01-26
    Safety 30%Efficacy 30%Usability 12%Value 20%Sustainability 3%Suitability 5%
  30. Hair Care

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  31. Hand Soap

    v1.0.0 · active since 2026-02-04
    Safety 40%Efficacy 25%Usability 12%Value 15%Sustainability 5%Suitability 3%
  32. Health Tech

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%
  33. High Chairs

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  34. Home

    v1.0.0
    Safety 20%Efficacy 30%Usability 15%Value 20%Suitability 15%
  35. Home Cleaning

    v1.0.0 · active since 2026-01-29
    Safety 40%Efficacy 30%Usability 10%Value 15%Sustainability 5%
  36. Home Living

    v1.0.0
    Safety 20%Efficacy 30%Usability 15%Value 20%Suitability 15%
  37. Home Tech

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%
  38. Infant Car Seats

    v1.0.0 · active since 2026-02-04
    Safety 40%Efficacy 30%Usability 10%Value 15%Sustainability 3%Suitability 2%
  39. Infant Formula

    v1.0.0 · active since 2026-02-04
    Safety 40%Efficacy 30%Usability 10%Value 15%Sustainability 3%Suitability 2%
  40. Kids Apparel

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Suitability 15%
  41. Kids Backpacks

    v1.0.0 · active since 2026-01-29
    Safety 30%Efficacy 30%Usability 15%Value 20%Sustainability 5%
  42. Kids Body Wash

    v1.0.0 · active since 2026-02-17
    Safety 35%Efficacy 20%Usability 15%Value 15%Sustainability 5%Suitability 10%
  43. Kids Electronics

    v1.0.0 · active since 2026-01-29
    Safety 30%Efficacy 30%Usability 10%Value 20%Sustainability 5%Suitability 5%
  44. Kids Gear

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%Suitability 5%
  45. Kids Health

    v1.0.0
    Safety 35%Efficacy 30%Usability 10%Value 15%Suitability 10%
  46. Kids Mattresses

    v1.0.0 · active since 2026-01-29
    Safety 35%Efficacy 30%Usability 10%Value 15%Sustainability 5%Suitability 5%
  47. Kids Snacks

    v1.0.0 · active since 2026-01-29
    Safety 30%Efficacy 25%Usability 15%Value 25%Sustainability 5%
  48. Kids Sports

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%Suitability 5%
  49. Kids Toothpaste

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  50. Kids Vitamins

    v1.0.0 · active since 2026-01-29
    Safety 35%Efficacy 35%Usability 10%Value 15%Sustainability 5%
  51. Kitchen

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Suitability 15%
  52. Kitchen Appliances

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Suitability 15%
  53. Laundry

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  54. Laundry Detergent

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  55. Lip Care

    v1.0.0
    Safety 30%Efficacy 30%Usability 10%Value 15%Sustainability 5%Suitability 10%
  56. Lunchbox

    v1.0.0 · active since 2026-02-04
    Safety 35%Efficacy 25%Usability 15%Value 20%Sustainability 5%
  57. Nail Polish

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  58. Office Chairs

    v1.0.0 · active since 2026-01-29
    Safety 25%Efficacy 35%Usability 12%Value 20%Sustainability 3%Suitability 5%
  59. Outdoor

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Suitability 15%
  60. Personal Care

    v1.0.0
    Safety 20%Efficacy 30%Usability 15%Value 20%Sustainability 15%
  61. Play & Development

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%Suitability 5%
  62. Play Kits

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  63. Running Shoes

    v1.0.0 · active since 2026-01-22
    Safety 15%Efficacy 40%Usability 15%Value 20%Sustainability 5%Suitability 5%
  64. School Essentials

    v1.0.0 · active since 2026-01-29
    Safety 35%Efficacy 25%Usability 15%Value 20%Sustainability 5%
  65. Shampoo

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  66. Sleep Systems

    v1.0.0
    Safety 20%Efficacy 30%Usability 15%Value 20%Sustainability 15%
  67. Sleep Tech

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%
  68. Smart Bassinets

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  69. Smart Rings

    v1.0.0
    Safety 35%Efficacy 30%Usability 10%Value 20%Sustainability 3%Suitability 2%
  70. Snacks

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%Suitability 5%
  71. Strollers

    v1.0.0 · active since 2026-02-04
    Safety 35%Efficacy 25%Usability 12%Value 20%Sustainability 5%Suitability 3%
  72. Sunscreen

    v1.0.0 · active since 2026-01-22
    Safety 45%Efficacy 30%Usability 10%Value 10%Sustainability 3%Suitability 2%
  73. Supplements

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%Suitability 5%
  74. Tablets

    v1.0.0 · active since 2026-01-29
    Safety 25%Efficacy 35%Usability 10%Value 20%Sustainability 5%Suitability 5%
  75. Toddler Gear

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%Suitability 5%
  76. Toothpaste

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  77. Topicals

    v1.0.0
    Safety 25%Efficacy 25%Usability 10%Value 30%Sustainability 10%
  78. Toys

    v1.0.0
    Safety 15%Efficacy 40%Usability 10%Value 20%Sustainability 15%Suitability 5%
  79. Travel Cribs

    v1.0.0
    Safety 20%Efficacy 35%Usability 10%Value 20%Sustainability 15%
  80. Water Filters

    v1.1.0 · active since 2026-01-29 · 2 versions
    Safety 40%Efficacy 35%Usability 7%Value 15%Sustainability 3%
  81. A note on what this page does and does not show. It shows the versioned, dated weighting behind every category score and the full history of any category we have revised. It does not yet list individual products whose scores moved when a weighting changed; we are building that record and will add it here as it accumulates, rather than reconstruct it after the fact.

    Common questions

    How does R3 version its scoring system?
    R3 versions scoring like software. Each product category has its own scoring system with a version number (for example, water filters are on v1.1.0), a fixed activation date, and an explicit set of pillar weights. When evidence justifies changing how a category is weighted, we publish a new version with a note explaining what changed and why, and the old version is retired with its date recorded.
    Are R3 scores curved or relative to price?
    No. R3 scores are absolute, not curved. Every product in a category is scored against the same fixed weighting, regardless of price or how other products performed. A cheaper product that performs better scores higher, and a whole category can score high or low. Scores are not spread out to fill a 0 to 10 range.
    Why do different categories use different weights?
    Because what matters differs by product. Sunscreen weights safety at 45% because the dominant risk is what the product contains; an air fryer weights efficacy higher because cooking performance is the job. Across R3 categories there are 22 distinct safety, efficacy, and usability weightings, each set to what the evidence says matters for that product.
    What does a scoring version actually contain?
    A version sets the percentage weight given to each pillar: safety, efficacy, usability, value, sustainability, and suitability. Those weights sum to 100% and determine how a product’s pillar scores combine into its overall R3 score. The weights are listed in full on this page for every category.
    Does R3 change scores to favor any brand?
    No. Weighting is set per category before products are scored, published openly here, and applied the same way to every product. No brand pays to change a weighting or a score, and revisions are documented with their evidence-based reason.
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