An independent decision engine for the home

Find the right product for your needs.

We analyze every model in the category on the same criteria: performance, running cost, noise, features and real street price.Then we match the data against your situation and give you a score out of 100 you can check, criterion by criterion. No brand pays to be included or ranked higher.

Best dehumidifiers Best cordless vacuums Best compact dryers Best espresso machines

Not sure where to start? Pick a category

Pick a category

What do you want to choose?

Every category has its own tool: a few questions about your situation, and you get the right model with the score and the criteria in the open.

Dehumidifiers

Basement humidity, mold & musty smells

Cordless Vacuums

Suction, runtime & weight — honestly scored

Robot Vacuums

Cleaning power, smarts & true autonomy

Air Purifiers

Verified CADR, noise floors & real coverage

Portable Air Conditioners

Honest SACC sizing, measured noise

Espresso Machines

In-cup quality, milk & effort — matched to you

Wet-Dry Vacuum Mops

Vacuum + wash in one pass, honestly scored

Compact Dryers

Real drying from a standard 110V outlet

Washing Machines

Portables to smart front-loaders, matched to your hookup

Already know what you're after?

Best dehumidifiers Best cordless vacuums Best robot vacuums Best air purifiers Best portable air conditioners Best espresso machines Best wet-dry vacuum mops Best compact dryers Best washing machines

Explore Guides 58 Comparisons 86 Reviews 132

How it works

From your situation to a recommendation you can verify.

No comfortable rankings. A deterministic method: the same answers always produce the same result, explained.

Your situation

A handful of questions about your space, your habits, your budget and what matters most to you. Under 2 minutes, no account.

A deterministic engine decides

It sizes the job and scores every real model on the same measurable axes, from published specs — no ads, no sponsored picks.

Your top 3, with the why

Best match, best value, and one tuned to your priority — each explained in plain English, with the real spec behind it.

What you get

A full analysis, not a list of products.

This is a real example from our cordless vacuums catalog: the score, the breakdown dimension by dimension, the strengths and the limits, and the current price.

Our pick

CordZero A925

Two swappable batteries: 120 minutes of real runtime

77out of 100

Habilytics Score

In our cordless vacuums example, LG CordZero A925 scores 77/100 — the most complete model in that catalog. This is the analysis you get in every category, with the criteria, the strengths and the limits always in the open.

How the score breaks down

Suction

Runtime120 min

Handling5.9 lb

Overall

7.7

Strengths

excellent Runtime (9/10) — 120 min
solid Suction (7/10)

$400

Check current price

Current price on Amazon.com

Full analysis and specs

Our method

Recommendations you can verify.

Not a ranking. Not an opinion. A transparent method that matches your needs against real spec data — and shows you exactly why.

Zero manufacturer deals

Real independence

No brand pays to be included or ranked higher. Recommendations are built from published specs and measurable criteria.

Scores come from manufacturer data, never from sponsorship.

Every pick is explained

A method you can verify

Every tool matches your answers against real spec data. The result is transparent — you see why a model was picked and on what criteria.

Criteria, weights and scores are all visible in your result.

No signup

Instant access

No account, no required email. Get a complete recommendation in under 2 minutes, with zero friction.

Email is optional — only used to save your result.

Guides

Dig in before you decide

Dehumidifiers

How to Choose a Dehumidifier

Cordless Vacuums

Choosing a Cordless Stick Vacuum

Robot Vacuums

How to Choose a Robot Vacuum

Air Purifiers

Choosing an Air Purifier

Portable Air Conditioners

Choosing a Portable Air Conditioner

Espresso Machines

How to Choose an Espresso Machine

All 58 guides

Who's behind Habilytics

Habilytics is an independent project with one goal: building choice tools grounded in public, checkable data — not sponsorships or comfortable rankings.

Every recommendation starts from a systematic sweep of the market: specs researched model by model, verified against the live listings and the manufacturers' own documentation, cross-checked with documented real-world figures where they diverge, then normalized on measurable criteria applied identically to every model in the category. We don't run a lab and we say so plainly — what you can check is the method and the source behind every number. No manufacturer pays to be included or ranked higher.

The catalog grows with new categories — same methodology, same transparency.

Habilytics earns a commission if you buy through our store links. This never influences the selection: the engine has no idea which product earns a commission.

Stop comparing spec sheets. Get an answer.

Pick your category, answer a few questions, and get the right model for you — with a score you can verify.

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