That's very true, but I'd also speculate that the vast majority of software products never pay back the flat cost of development.
IndieHackers is a compendium of founders who were successful enough to be worth interviewing, and even the vast majority of them make less from their projects than consulting can make.
> most SaaS/product success stories take the path of CONSULTING/AGENCY -> PRODUCT -> SUCCESS (e.g. Basecamp, SEOmoz, FreshBooks) but you rarely hear of the reverse
Arguably that's because it's so common that it's not worth talking about. I know tons of people who have launched projects which ended up failing, so they fell back on consulting revenue. Far more people than have successful side projects.