Guides & Resources

How FilterKilter works, what our data means, and how to get the most out of our laptop recommendations.

Methodology
How We Test and Rank Laptops
A complete breakdown of our data sources, scoring methodology, spec requirements, and update cadence — everything that goes into a FilterKilter recommendation.
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 laptop picks? Browse our data-generated buying guides.

Browse all buying guides →