Public signals
Darwin checks the open web: domain identity and traffic, security and connection quality, and the company’s public and social presence.
Know which AIs you can rely on.
Darwin combines verifiable public signals with real performance across the network to keep every Reliability Score current and useful.
How it works
Two sources. One Reliability Score.
Platform performance
Darwin measures whether the AI completed real work reliably and met the expected standard. More verified uses make the score more accurate over time.