Methodology

How we assess products

This page states what PickBadger does and does not do. It is deliberately narrower than most methodology pages, because claiming a testing programme the site does not run would make every score on it worthless.

Last updated

What a PickBadger review currently is

Every review on this site today is a specification-and-consensus analysis. That means two things, and only two:

  • Every figure in a spec table is taken from the manufacturer’s own published material — a datasheet, a spec tab, or a product page — and the page records the URL and the date it was retrieved.
  • The surrounding analysis compares those published figures against other products from the same makers, and names what a maker does not publish.

No category on this site currently involves hands-on testing. Nobody at PickBadger has handled the products reviewed here. There is no lab, no test rig, no measurement protocol and no long-term unit, and you will not find a sentence on this site claiming otherwise. If that changes, this page changes first and the categories involved are named here.

The sourcing rules

  • Manufacturer first, and only. A figure comes from the company that makes the product. Retailer listings, spec aggregators and other publishers’ reviews are not sources.
  • No carrying figures between models. If a maker publishes a dimension for a neighbouring model but not for this one, the cell reads TODO: verify. It is not filled in.
  • No cross-company substitution. A movement maker’s datasheet is not the watch maker’s datasheet. A chipset maker’s figure is not the amplifier maker’s figure.
  • Dated, always. Every spec table carries the retrieval date. Prices carry a “checked on” date, because prices go stale faster than anything else on a page like this.
  • Gaps are content. What a manufacturer declines to publish is often the most useful thing on the page, so unverified figures are shown, not hidden.

303 sourced figures live · 60 figures currently marked TODO: verify

Why source analyses carry no score

A score is a judgement about how a product behaves, and specifications do not support one. Rather than generate a plausible number to fill the field, each source-only review states its evidence boundary and publishes no rating.

A score is published only when a named person at PickBadger has assessed the product and can say on what basis. Until then the sub-score bars remain unscored and the structured data on those pages emits no rating at all: not a zero, an average, or a figure taken elsewhere.

Why the cons column is never shorter

The content schema refuses to build a review whose limitations list is shorter than its strengths list. That is enforced in code rather than left to an editor, because a short cons column is the clearest signal that a review is not independent — and no review on this site is independent in the ordinary sense. See the disclosure page.

What we cover, and what we deliberately do not

PickBadger covers 9 categories of consumer products:

  • Cameras & Audio — Viltrox, AIYIMA
  • Computing & Home Tech — KLIM Technologies, Meross, Arovec, CSpring
  • RC, Drones & Radio — ATOMRC, VIFLY, TIDRADIO
  • Ride & Outdoor — Freego, Vivi, Ausom, FunWater
  • Everyday Goods — Boderry, Nana Hats
  • Tools & Workshop — KINGBOLEN, Magnetar, Diesel Laptops
  • Kids & Family — History Unboxed, MAMAZING
  • Wellness & Nutrition — ModifyHealth, Webber Naturals, Yerbaé
  • Style & Personal Care — OG Produce, IceClique

Wellness coverage follows stricter claim rules. Meal delivery, supplements and caffeinated drinks are assessed from the published label, plan structure, ingredients, allergens and service terms. PickBadger does not infer clinical efficacy, diagnose a condition or turn a manufacturer’s structure/function statement into a medical claim.

Figures we could not verify

Published openly, because a methodology page that only lists successes is marketing.

Unverified figures, live right now
AIYIMA A07 Premium (no power supply) Input sensitivity
Arovec Apex300 Air Purifier Dimensions
Arovec Apex300 Air Purifier Rated and standby power
Arovec Apex300 Air Purifier Numeric filter life
ATOMRC Thresher Shark PNP+S (USA) All-up weight
ATOMRC Thresher Shark PNP+S (USA) Battery capacity
ATOMRC Thresher Shark PNP+S (USA) Receiver and radio requirements
Boderry Voyager 38 Battery life
Boderry Voyager 38 Care instructions
Boderry Voyager 38 Crystal coating
Boderry Voyager 38 Lume grade
CSpring CS Ultra HEPA + Activated Carbon CPAP Filter Weight
CSpring CS Ultra HEPA + Activated Carbon CPAP Filter Certified pressure-drop limit
Diesel Laptops Universal Truck Diagnostic Kit with Rugged Tablet Monthly renewal price
Diesel Laptops Universal Truck Diagnostic Kit with Rugged Tablet Tablet dimensions
Diesel Laptops Universal Truck Diagnostic Kit with Rugged Tablet Tablet weight
Freego X1 SE Class 2 All-Terrain Electric Bike Ingress rating
FunWater Snake 10'6" Inflatable Paddle Board Board weight
Pharaohs Unboxed (Ancient History) Lesson time
VVS1 0.64ct Cross Earrings - Moissanite & S925 Post dimensions
VVS1 0.64ct Cross Earrings - Moissanite & S925 Closure and backing
VVS1 0.64ct Cross Earrings - Moissanite & S925 Item weight
VVS1 0.64ct Cross Earrings - Moissanite & S925 Finish or plating composition
VVS1 0.64ct Cross Earrings - Moissanite & S925 Care instructions
KINGBOLEN K8 Pro Device dimensions
KINGBOLEN K8 Pro Device weight
KLIM Wind Laptop Cooling Pad USB connector and electrical input
KLIM Wind Laptop Cooling Pad Fan switches and speed controls
KLIM Wind Laptop Cooling Pad Software connectivity or polling
Magnetar Beast X Kit Coating
Magnetar Beast X Kit Rope dimensions
Magnetar Beast X Kit Magnet weight
Magnetar Beast X Kit Magnet material
MAMAZING Ultra Air Stroller User manual
Meross MSS315 Matter Smart Plug with Energy Monitor, 4-Pack Switch current, wattage and load types
Meross MSS315 Matter Smart Plug with Energy Monitor, 4-Pack Energy accuracy and polling interval
Meross MSS315 Matter Smart Plug with Energy Monitor, 4-Pack Dimensions
Meross MSS315 Matter Smart Plug with Energy Monitor, 4-Pack Weight
ModifyHealth Low-FODMAP Entrées Accepted minimum order
Unicorn Nana Hat with 2 Stretchy Silicone Caps Cap dimensions
Unicorn Nana Hat with 2 Stretchy Silicone Caps Character-hat material
Unicorn Nana Hat with 2 Stretchy Silicone Caps Magnet composition
Unicorn Nana Hat with 2 Stretchy Silicone Caps Care instructions
Unicorn Nana Hat with 2 Stretchy Silicone Caps Quantified freshness duration
Black Widow Adjustable Stroke Wireless Tattoo Pen Cartridge compatibility
Black Widow Adjustable Stroke Wireless Tattoo Pen Needle-depth range
Black Widow Adjustable Stroke Wireless Tattoo Pen Battery runtime
Black Widow Adjustable Stroke Wireless Tattoo Pen Full-charge time
Black Widow Adjustable Stroke Wireless Tattoo Pen Care and disinfection
TIDRADIO TD-H3 Certification
TIDRADIO TD-H3 Dimensions
TIDRADIO TD-H3 Weight
TIDRADIO TD-H3 Antenna connector
VIFLY ToothStor (BT3.0 & JST-XH2.54) Maximum charge power
Viltrox AF 85mm F1.4 Pro Z Weather-sealing rating
Viltrox AF 85mm F1.4 Pro Z Hood included
VIVI ACE01 Space Black Weight
Webber Naturals Magnesium Bisglycinate 200 mg, 60 Capsules Bisglycinate-to-oxide ratio
Yerbaé Citrus Variety Pack, 16 oz 12-Pack Exact flavor allocation
Yerbaé Citrus Variety Pack, 16 oz 12-Pack Complete ingredient panels