How We Evaluate
Every tool we review goes through the same process. No scores, no stars - just honest verdicts for specific use cases.
What we look at
For each tool category, we evaluate against criteria that matter most to solo founders and small teams:
- Pricing transparency - what does it actually cost? Are there hidden fees or usage limits?
- Ease of setup - can one person get this running in under an hour?
- Feature depth vs complexity - does it do what you need without overwhelming you?
- Data ownership - can you export your data? Are you locked in?
- Privacy and compliance - does it respect user privacy? Is it GDPR-ready?
- Support quality - when something breaks, can you get help?
- Community and ecosystem - integrations, documentation, active development
How we research
We combine published documentation, real-world usage across our own projects, community feedback from trusted sources, and hands-on testing where possible. We do not accept free accounts, sponsored access, or preview builds from tool providers.
"We have built and operate 11 software products. Every recommendation comes from having actually shipped with these tools - not from a test environment."
What we do not do
- We do not assign numerical scores or star ratings. A tool is either the right choice for a specific use case or it is not.
- We do not accept paid placements. Commission rates play zero role in rankings.
- We do not review tools we have not used. If we have not run it in production, we say so.
- We do not hedge. Every comparison names a winner for a specific use case.
The self-hosted question
Every comparison on this site asks: "what if I want to own this completely?" Where a viable self-hosted alternative exists, we include it as a first-class option - not a footnote. We run self-hosted tools on our own infrastructure and can speak to the real maintenance burden.
Staying current
SaaS tools change frequently. We revisit articles when pricing changes, major features launch, acquisitions happen, or when reader feedback indicates something is out of date. Every article shows when it was last updated.
Last updated: April 2026