Broadly agree, though I would weight whether people reply or just collect matches higher.
Before committing time to the platform, work out how the match quality holds up past the first day.
That is roughly where I landed on professional singles dating sites after a fair amount of trial and error.
For a second opinion I also cross-checked DatingFly's free tier.