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Guides

How to read price data without being misled by it. Written by the people who built the measurement system, with every statistic queried live from our own dataset.

The espresso machine checklist to run before you pay

Twelve checks, most of them thirty seconds each, that between them prevent almost every avoidable espresso purchase mistake.

Updated Aug 26, 2026

Why the same espresso machine costs different amounts at different stores

Identical model, identical specification, meaningfully different price. Six reasons, and what to do about each.

Updated Aug 26, 2026

How to split a budget between machine, grinder and everything else

The allocation matters more than the total. Here is where each additional amount actually shows up in the cup.

Updated Aug 26, 2026

Commercial machines at home: what nobody mentions until it arrives

Duty cycle, plumbing, power and drainage. Four practical constraints that decide whether a commercial machine is a good idea in a kitchen.

Updated Aug 26, 2026

Refurbished, open box, B-stock: what the labels actually mean

Condition labels are not standardised, and the same word means different things at different retailers. Here is how to read them.

Updated Aug 26, 2026

Single boiler, heat exchanger or dual boiler: what actually changes

Three boiler layouts, three genuinely different machines. The difference is not quality — it is whether you can brew and steam at the same time.

Updated Aug 26, 2026

What actually matters in an espresso grinder

Burr size, stepped versus stepless, and retention. Three specifications that change results, and a long list that does not.

Updated Aug 26, 2026

Steaming milk at home: pitcher size, wand angle, and the two-phase rule

Microfoam is not a skill you either have or do not. It is two phases, in order, with a pitcher that is the right size.

Updated Aug 26, 2026

Why your shots run too fast, and why grinding finer stops helping

Gushing shots are usually not a grind problem. They are a distribution problem, and the fix is free.

Updated Aug 26, 2026

Dose, yield and ratio: the three numbers that make espresso repeatable

Nothing about espresso improves until you can repeat it. Repeatability comes from measuring three things, and only three.

Updated Aug 26, 2026

The two parts that wear out on a schedule

A group gasket and a shower screen cost very little and cause a surprising share of the faults people take machines in for.

Updated Aug 26, 2026

An espresso machine maintenance schedule you will actually keep

Daily, weekly, quarterly, yearly. Four lists, none of them long, and a machine that outlives its warranty by a decade.

Updated Aug 26, 2026

Cleaning a coffee grinder, and when burrs actually need replacing

Stale oil changes how coffee tastes long before burrs go blunt. Most "my grinder is worn out" problems are a cleaning problem.

Updated Aug 26, 2026

Water for espresso: the variable that outranks your machine

The same beans, the same grinder and the same machine will make noticeably different coffee on different water. Here is what to change and what to ignore.

Updated Aug 26, 2026

Backflushing: what it does, and which machines can do it

Five minutes a week, one cheap basket, and a machine that keeps tasting like it did when it was new.

Updated Aug 26, 2026

Descaling an espresso machine: how often, and how to tell

Scale is the single most common cause of a dead home espresso machine. It is also the cheapest thing to prevent.

Updated Aug 26, 2026

When seasonal sales are real, and when they are theatre

What actually happens to prices during the big retail events, measured rather than assumed.

Updated Aug 26, 2026

Shipping costs and what a price comparison can honestly tell you

Why we say "shipping unknown" instead of guessing, and what that means when you compare.

Updated Aug 26, 2026

How to spot a discount that is not really a discount

The mechanics of inflated reference pricing, and the two checks that expose it in seconds.

Updated Aug 26, 2026

How to read a price history chart

A price chart answers a different question from a price tag. Here is how to get a straight answer out of one in about ten seconds.

Updated Aug 26, 2026