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How to read benchmarks without being misled

The average frame rate is the least useful number in a review. Here is what to look at instead, and the traps hiding in the charts.

2 min readPublished June 30, 2026Dawid Olko

Hardware reviews trade in numbers that look objective, but reading them requires context. A few things change how you read a chart permanently.

Look at the minimums, not the average

An average of 100 frames can mean a steady 100 throughout, or swings between 140 and 45. The first is smooth; the second visibly stutters. The 1 per cent low figure — the worst one measurement in a hundred — is what distinguishes them.

Check the test resolution

Processor tests are often run at 1080p with the fastest card available — deliberately, to remove the graphics limit and expose differences between processors. That is correct methodology, but the results do not transfer directly to your build: at 4K those same processors land within measurement error of each other.

Look at the chart axes

A bar chart starting at 90 rather than zero turns a three per cent difference into a visually twofold one. It is the most common manipulation in manufacturer material and appears in reviews too — not always maliciously, sometimes just through a tool default.

One review is not enough

Samples of the same model differ, drivers change, and every reviewer tests a different scene. Three independent sources give a picture no single review can — and disagreement between them is itself information.

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