How we rate bean-to-cup machines
Every bean-to-cup machine on this site is scored on the 8 criteria below, weighted to 100 points. This page is generated from the same rules that produce the numbers, so it cannot describe a system we are not using.
Each criterion says what it measures, why it carries the weight it does, and what the evidence actually is — which is often the more useful half. A score read without knowing that grind consistency comes from burr geometry rather than a measured particle distribution is a score taken on faith.
Drinks & Milk System
16 of 100 pointsWhat one button actually makes, and what has to happen to the milk for it to happen. A machine that pours a flat white unattended and a machine that hands you a wand are sold as the same thing and are not.
What we can actually read: The drinks list and the milk system are both published, though makers count two sizes of the same coffee as two drinks and we count the maker's list.
Scored from figures that predict it, because the thing itself is not published.
The 3 rules below score this criterion out of 10, and they add up to 10 exactly. That result is then worth 16 of the category's 100 points.
- Milk system3.5 of 10
- integrated carafe, lattego, latte go
- 3.5 pts
- carafe, automatic, one-touch
- 3 pts
- frother
- 2 pts
- pannarello, panarello, steam wand, manual
- 1.5 pts
- no milk system, none
- 0 pts
- One-touch drinks4 of 10
Also read under Ease of Use, which asks a different question of the same fact.
- 8 or more
- 4 pts
- Automatic milk2.5 of 10
- present
- 2.5 pts
10 of 10
Grinder & Grind Control
15 of 100 pointsThe grinder is inside, so it is the one you get. Steps of adjustment decide whether the machine can be dialled in for a darker roast at all, and the burr material decides how long that stays true.
What we can actually read: Burr material and the number of grind steps are published by every maker in this category.
Scored from figures that predict it, because the thing itself is not published.
The 3 rules below score this criterion out of 10, and they add up to 10 exactly. That result is then worth 15 of the category's 100 points.
- Burr material4 of 10
- titanium, stainless steel
- 4 pts
- ceramic
- 3 pts
- plastic
- 0 pts
- Grind steps4 of 10
- 5 or less
- 1.5 pts
- over 5, up to 8
- 2.5 pts
- over 8, up to 12
- 3.5 pts
- over 12
- 4 pts
- Built-in grinder2 of 10
- present
- 2 pts
10 of 10
Cleaning & Upkeep
15 of 100 pointsThe heaviest cleaning criterion on the site, deliberately. On a machine you operate, cleaning is a chore. On a machine that operates itself, cleaning is the whole failure mode: a brew group that lifts out is rinsed under a tap, and a sealed one eventually becomes a service bill.
What we can actually read: Whether the brew group is removable is published, and it is the single most useful fact in this category.
Scored directly from published figures.
The 4 rules below score this criterion out of 10, and they add up to 10 exactly. That result is then worth 15 of the category's 100 points.
- Removable brew group4 of 10
- present
- 4 pts
- Automatic rinse2.5 of 10
- present
- 2.5 pts
- Dishwasher-safe milk parts2 of 10
- present
- 2 pts
- Descaling indicator1.5 of 10
Also read under Ease of Use, which asks a different question of the same fact.
- present
- 1.5 pts
10 of 10
Ease of Use
12 of 100 pointsThese are bought to remove decisions, so the score is about how few are left: one-touch drinks, strength steps, and whether you can make one decaf without emptying a hopper of beans.
What we can actually read: The drinks list and strength settings are published. The pre-ground bypass often is not, even where the machine has one.
Scored from figures that predict it, because the thing itself is not published.
The 4 rules below score this criterion out of 10, and they add up to 10 exactly. That result is then worth 12 of the category's 100 points.
- One-touch drinks3 of 10
Also read under Drinks & Milk System, which asks a different question of the same fact.
- 8 or more
- 3 pts
- Strength steps3 of 10
- 3 or less
- 1.5 pts
- over 3, up to 5
- 2.5 pts
- over 5
- 3 pts
- Pre-ground bypass2 of 10
- present
- 2 pts
- Tells you when to descale2 of 10
Also read under Cleaning & Upkeep, which asks a different question of the same fact.
- present
- 2 pts
10 of 10
Capacity & Refills
12 of 100 pointsHow long it goes between refills, which is the difference between an appliance and an errand in an office or a large household.
What we can actually read: Hopper grams and tank litres are both published.
Scored directly from published figures.
The 2 rules below score this criterion out of 10, and they add up to 10 exactly. That result is then worth 12 of the category's 100 points.
- Bean hopper5 of 10
- 200 g or less
- 1.5 pts
- over 200 g, up to 275 g
- 3 pts
- over 275 g, up to 350 g
- 4 pts
- over 350 g
- 5 pts
- Tank5 of 10
- 1.2 L or less
- 1.5 pts
- over 1.2 L, up to 1.8 L
- 3.5 pts
- over 1.8 L
- 5 pts
10 of 10
Value for Money
12 of 100 pointsPoints per pound against the category median.
What we can actually read: This is the most expensive category on the site, and the spread inside it is wide enough for the median to mean something.
Computed from price, not from a rule list
Value is the only criterion here with no thresholds of its own, because it cannot be read off one product. It asks what else the same money buys in this category, so it needs the category. That result is then worth 12 of the category's 100 points.
- Points already earned on everything else
- out of 10
- Multiplied by the category median over this price
- median ÷ price
- Capped at
- 10
- No price published, or fewer than 3 priced rivals
- 5 of 10
Half marks is not a verdict, it is a refusal to guess: with nothing to compare against, a product is neither good value nor bad, and scoring it either way would invent a finding. It corrects itself as the category fills.
Build Quality & Warranty
10 of 100 pointsCasing, weight and warranty. The internals are sealed, so what a specification can honestly say about durability is mostly what is around them.
What we can actually read: Body material and warranty are published; country of manufacture usually is not, and the score says so rather than assuming.
Scored from figures that predict it, because the thing itself is not published.
The 4 rules below score this criterion out of 10, and they add up to 10 exactly. That result is then worth 10 of the category's 100 points.
- Body material4 of 10
- stainless steel, titanium, brass
- 4 pts
- aluminium, ceramic
- 3 pts
- glass
- 2 pts
- abs, plastic
- 1 pt
- Weight3 of 10
- 7 kg or less
- 1 pt
- over 7 kg, up to 10 kg
- 2 pts
- over 10 kg
- 3 pts
- Warranty2 of 10
- none
- 0 pts
- up to 1 yr
- 0.8 pts
- over 1 yr, up to 2 yr
- 1.4 pts
- over 2 yr
- 2 pts
- Manufacture location published1 of 10
- published at all
- 1 pt
10 of 10
Kitchen Fit & Noise
8 of 100 pointsWhether it fits under the cupboard, whether a travel mug fits under the spout, and how loud it is at seven in the morning.
What we can actually read: Cup clearance and noise are the two least-published figures here, so this criterion is often carried by the footprint alone.
Scored directly from published figures.
The 3 rules below score this criterion out of 10, and they add up to 10 exactly. That result is then worth 8 of the category's 100 points.
- Footprint published3 of 10
- published at all
- 3 pts
- Cup clearance4 of 10
- 110 mm or less
- 1.5 pts
- over 110 mm, up to 135 mm
- 3 pts
- over 135 mm
- 4 pts
- Noise3 of 10
- 55 or less
- 3 pts
- over 55, up to 65
- 2 pts
- over 65, up to 75
- 1 pt
- over 75
- 0.5 pts
10 of 10
This category is too small to judge its own silence
We hold 7 bean-to-cup machines here. Everywhere else on this site, an input fewer than one maker in four publishes has its weight taken out of the total, because at that point we are measuring the market rather than the product. That rule needs at least eight products to mean anything — on a handful, one maker's silence looks like the whole market's. So nothing is struck out here, and scores in this category are out of the full 100.
One input is thin enough that it would have been struck out in a bigger category. Read the scores here knowing that:
- noise db
How we rate everything else
- Accessories
- Coffee Bags
- Coffee Beans
- Coffee Pods
- Coffee Subscriptions
- Drip Coffee Makers
- Espresso Machines
- French Press
- Gift Sets
- Grinders
- Immersion Brewers
- Instant Coffee
- Kettles
- Moka & Stovetop
- Pod & Capsule Machines
- Pour Over
- Scales
- Turkish Coffee Machines
- Turkish Coffee Pots
The rules that apply to every category, where specifications come from and why blanks stay blank, are on how we score.