Data Analyst & Scoring Lead · BuyingBench
Sam owns BuyingBench's scoring formula and the charts that make our verdicts legible. Every category test starts with Sam building the scoring rubric — which dimensions matter, how they weight, and where the cutoffs fall between Recommended and Mixed Results. When you see a Bench Score, Sam signed off on it.
Three compact food processors compared on bowl size, motor power, and cleanup, using manufacturer specs and aggregated buyer feedback — not an in-house lab test.
8.4/10 top score
A stainless-handle squeegee, a 10-inch bestseller, and a no-drill silicone squeegee compared on blade material, mount style, and streak performance, using manufacturer specifications and aggregated buyer feedback — not an in-house lab test.
8.8/10 top score
nutribullet GO and BlendJet 2 compared on motor power, portability, and safety record, using manufacturer specifications, a CPSC recall record, and aggregated buyer feedback — not an in-house lab test.
8.4/10 top score
An electric-pump vacuum bag set, a hand-pump set, and a no-pump roll-up set compared on compression, closure type, and carry-on fit, using manufacturer specifications and aggregated buyer feedback — not an in-house lab test.
8.6/10 top score
Renter-friendly kitchen gadgets ranked by no-install setup, storage, and daily usefulness, using manufacturer specifications rather than an in-house lab test.
A Bench Score isn’t a vibe. It’s the output of a written rubric: build, performance, value, and ease-of-use each contribute a weighted number, and the overall rolls up from there. Sam owns that rubric — which dimensions matter for which category, how they weight, and where the cutoff sits between Recommended and Mixed Results.
If a score looks generous, Sam’s job is to walk back to the dimensions and show where it came from.