Guides & Resources
How FilterKilter works, what our data means, and how to get the most out of our laptop recommendations.
- Methodology
How We Rank Laptops, Desktops, and Monitors
A complete breakdown of our data sources, qualification rules, buyer-intent scoring, and update cadence — everything that goes into a FilterKilter recommendation, and what our data cannot prove.
- Research
How Much Laptop You Actually Need in 2026
Original research: an audit of publisher requirements and normalized performance targets for 138 popular apps and games. 93% call for 8GB+ of RAM.
Buying Guides
Looking for specific picks? Browse our data-generated buying guides by category.