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On the calibrated 50-state benchmark, the average miss is 7.07 points on the best 80% of 1,521 scored questions, and 10.02 points across all of them.

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Blind ChallengeThe Lewsearch Report50-state benchmarkMethodologyEvidence indexCoveragePredictionsYouGov examples

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Common questionsWhat is synthetic research?Are AI panels accurate?What is silicon sampling?Living agentsWhat does it cost?Compare vendorsUse cases

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Results come from calibrated simulated respondents and are scored against published survey data. Unsuitable where a probability sample is the deliverable. llms.txt