How our fishing kayak comparisons are researched

Every kayak on this site gets one score out of 10. This page explains what goes into it, which kayaks make a ranking and how we keep the lists current.

What goes into the score

Our score weighs what buyers say about a kayak and how many of them have said it, the specs and features its listing states, the warranty, and our editors' judgement of how the models compare with each other. That last part is why a clear favourite can sit well ahead of the rest. You see one score per kayak, the same on its own page and in the rankings.

• Buyer reviews (45%): the star average for the exact listing, given less weight while only a handful of people have rated it.
• Number of reviews (35%): on a log scale up to 5,000, so years of owner feedback count for more than a brand-new listing with three glowing reviews.
• Stated specs (20%): how completely the listing gives capacity, length, seating, fittings and what comes in the box.
• Our editors' read: where each kayak sits against the others for the way you plan to fish.

The review and listing part follows a fixed formula: 100 × [0.45 × (buyer average / 5) × min(reviews / 50, 1) + 0.35 × min(log10(1 + reviews) / log10(5,001), 1) + 0.20 × documentation / 100], where documentation = 100 × [0.5 × min(feature bullets / 8, 1) + 0.3 × min(listing images / 5, 1) + 0.2 × brand stated]. Our editors' read is part of the final score, shown out of 10 with one decimal.

A kayak with no buyer reviews yet still gets a score, built from its listing. We rate key specs, build and warranty, documentation and fit from 0 to 10 each, and the spec score is 4.5 + their average × 0.4. It runs from 4.5 to 8.5, so an unreviewed kayak never outranks one that owners rate well, and it is marked "Spec-based" wherever it appears.

Which kayaks make a ranking

A kayak joins a ranking only when its listing clearly fits that style: pedal-drive wording for the pedal list, two-person wording for the tandem list, a solo sit-on-top paddle hull for the sit-on-top list. The cheap list keeps the kayaks whose recorded price was $700 or less on the date shown. Accessories, paddle boards, replacement parts and recreational hulls with no fishing features stay out of the rankings. Equal scores stay equal, and an exact tie goes in alphabetical order of the page address.

Where the figures come from

Every figure comes from the exact listing and keeps its unit: capacity in pounds, length in feet, width in inches. When a listing leaves a number out, we say so instead of guessing, and a model number such as 120 is never read as a length. A stated maximum capacity is the seller's figure, so plan your load with a margin below it.

Kept current

We update the rankings when prices or models change. Each price carries the date we recorded it, and the button always opens the live listing with today's price.

Commissions

As an Amazon Associate we earn from qualifying purchases. A commission never decides a rank or changes a score. The details are in our affiliate disclosure.

Capacity planner

The capacity planner adds up your weight and your gear and takes the total off the stated capacity: a 400 lb kayak with a 200 lb paddler and 50 lb of gear leaves 150 lb, or 37.5%. If the manual gives a lower usable capacity, plan against that one. Life jacket and registration rules come from the U.S. Coast Guard and your state boating authority.