300 famous faces, 12 seasons

HOW WE KEEP THIS HONEST

Celebrity typings are community-cited, not verified — nobody here has draped these people in person. So we ran every name through our own measurement engine on a public photo. Where the photo passed the same lighting checks your selfie gets and the measurement agreed, the page says so. Where the engine refused the photo (stage flash and red-carpet bronzer are exactly what it’s built to catch), we say that too — 41 of 300 photos were declined for lighting, the same standard applied to every analysis.