THE DETAILS BEHIND THE COMPARISON

How we compare.

The sources, estimates and choices behind StatWheels. See where the information comes from and how your priorities shape the results.

01

What’s in the catalog

Canadian model families across mainstream, luxury, specialist and electric brands, covering gas, full hybrids, plug-in hybrids, battery electric and hydrogen, with separate entries for major powertrain and drivetrain choices. Sedans, hatchbacks, coupes, convertibles, wagons, crossovers, SUVs, pickups, minivans and light commercial vans are included. Each card names the representative configuration. Use the Sources link at the bottom of an opened card for its supporting publications.

The catalogue combines Natural Resources Canada ratings with Canadian manufacturer trim guides, specifications and pricing releases, including newly published model years and clearly labelled carryovers. Each configuration keeps its own model year. Specialist brands and limited-allocation models appear with an availability note. Announced models are included and labeled. Local inventory and ordering availability must be confirmed with a Canadian retailer. Used-only brands, motorcycles, commercial heavy trucks and private imports are outside the scope; this is a research snapshot, not a guarantee that every vehicle or trim is on sale.

Body categories are practical browsing labels. AWD and selectable 4WD are separate filters. Mild-hybrid engines are grouped with gas; the Hybrid filter is reserved for full hybrids.

02

How the ranking works

When a priority is selected, its score is the weighted sum of the category scores below, out of 100. Clearing the selected priority returns to alphabetical browsing without a priority score. Each preset uses the fixed percentages listed below. Filtering does not change a configuration’s score. Each model uses its best matching configuration for the chosen sort, preferring configurations that confirm your selected requirements. Searches put closer text matches first. Within equally relevant matches, cars with usable evidence for your selected filters come before cars missing that evidence, then your priority score decides the order. A model starting MSRP counts as provisional budget evidence; its selected configuration may cost more. Unknown candidates stay visible. Other sort options follow their named value. Equal scores use a stable alphabetical model order, with no manufacturer bonus.

Everyday balance: 35% price, 30% space estimate, 20% winter practicality and 15% driving character. Fun to drive: 70% driving character, 15% price, 10% space and 5% winter practicality. Winter & comfort: 55% winter practicality, 25% space, 15% price and 5% driving character. Lowest price: sorts by Canadian MSRP or labeled starting MSRP, lowest first. These preset weights are editorial choices, applied consistently to every make.

Driving character combines 60% of the body-style estimate below and 40% horsepower score. Horsepower score = 10 × (hp − 100) / 400, clipped to 0–10. More published power helps distinguish configurations with the same body style, but does not establish acceleration, handling or driving enjoyment. Comfort & space uses the body-style estimate only; it does not measure cabin dimensions, seat comfort or ride quality.

Body-style estimates used in the scoring formulas
Body styleDriving estimateComfort & space estimate
Coupe8.5/106/10
Convertible8/105.5/10
Hatchback7.5/106.5/10
Sedan7.5/108/10
Wagon7/108/10
Crossover6/107.5/10
SUV5.5/108/10
Minivan4/108.5/10
Truck4.5/106/10
Van3.5/105/10

Winter practicality combines 65% driven-wheel estimate (AWD 8.5/10, 4WD 8, FWD 6.5, RWD 5) and 35% ground-clearance score. Clearance score = 10 × (mm − 100) / 180, clipped to 0–10. Clearance is a deep-snow practicality cue, not a wet-grip or braking test. Tires, speed and conditions matter. A missing component contributes neutral 5/10; it is not a measurement. Only numeric configuration specifications are used, not model-range text. The formulas and endpoints are design judgments applied equally to all makes.

Reliability and maintenance remain neutral at 5 for every brand because comparable evidence is missing. They have zero weight in the presets. A narrow selection or identical available inputs can legitimately produce the same suggestions under different priorities; ties are not shuffled.

Choosing a preset preserves every active filter and your search. You can select several manufacturers; a car can be from any selected manufacturer and is excluded when a known specification conflicts with another active filter. Search supports multiple words and common spellings such as CRV and F150. Announced models appear alongside current models with their availability labeled. Lowest price keeps unpriced models in the results, after those with a verified Canadian price. A “From” price is the model’s starting MSRP, not a promise that the selected configuration costs that amount. By default, a verified model starting price may qualify a model provisionally for a budget. This never confirms that its selected engine, drivetrain or trim is affordable. Exact prices take precedence, so a known over-budget configuration is excluded even if its family starts lower. Unpriced models stay visible as “Needs a check” under a price limit; they are not claimed to be affordable. The same rule applies to missing engine, transmission, drivetrain, body, fuel-type and comparable gas-use details. Missing specifications remain visible as possible matches, with the details that need checking named on each card.

Price score = 10 × (100,000 − MSRP) / 80,000. Petrol economy score = 10 × (16 − L/100 km) / 12. Both are clipped to 0–10. These endpoints are design choices. Unverified inputs use a disclosed neutral 5/10; that is not a measurement. Unknown inputs are labeled instead of silently excluded. A known value outside an active limit still excludes the configuration.

Petrol economy has zero weight in these presets because the catalog includes different powertrains. Use the fuel-use filter or sort to compare published gas consumption. This is not an operating-cost calculator.

03

Weather & ownership

AWD and 4WD describe how power reaches the wheels; they do not establish wet grip, braking distance or cornering limits. Tires, speed and surface conditions matter. Part-time 4WD and full-time systems require different operation; follow the vehicle manual.

Check seat fit and rough-road ride on a test drive. Obtain local servicing, insurance and winter-tire quotes. Check recalls for the exact VIN. For EVs and plug-ins, verify home charging and winter route range; for Mirai, verify usable hydrogen infrastructure. A warranty is not proof of long-term reliability.

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