A canvas shows a fixed frame. A browser shows a fluid one. Designing web pages in the medium they'll be viewed in removes a category of surprise that canvas tools cannot.
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Canvas design tools are excellent and they model a fixed rectangle. The web is not a fixed rectangle, and the differences show up predictably at the same points in every project.
A canvas design specifies the widths someone chose to draw. A browser has to handle every width in between, plus a few nobody anticipated.
Designs that look resolved at 1440 and 375 often fall apart at 900 — the tablet-ish middle where columns are too narrow for their content but not yet ready to stack. That's invisible on a canvas and obvious in a browser.
In the browser, text renders with the actual font, at the actual size, and wraps according to actual content. Headings that fitted on one line in the design take three when the real product name goes in.
Designing against real rendering means these are caught while the layout is still being decided rather than during implementation, when changing it is expensive.
Designing in the browser means the thing you're looking at is already a web page. There's no export-and-rebuild step and no fidelity loss between approval and implementation.
That's the structural advantage, and it compounds: every revision goes straight into the real thing rather than into a representation of it.
Design one page in the browser and see how much you catch that a canvas would have hidden.
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