Benchmarks

Predicted vs. observed. Every revealed cohort.

We publish the calibration of the Living Outcome Oracle every quarter. The predictions are the LOO posterior at cohort start - locked at OEA-V1 commit time. The observed values are the revealed cohort means. This is the page that exists only because Peptide MD operates the human-use endpoint layer.

Predicted vs. observed · |Δ| absolute effecty = ŷ · x = y
160observed mean Δ (abs)predicted mean Δ (abs)
revealed cohort ideal y = x
Brier-style MSE per bin
|Δ| binnMSERMSE
[0, 5)10.4100.640
[5, 20)10.0290.170
Lower MSE means a better-calibrated posterior in that effect-size band. We publish the underlying CSV at /api/export/cohorts.

Peptide leaderboard · revealed |Δ| sum

#PeptideCohorts contributingΣ |Δ| revealedPosterior meanGrade
1Semaglutide114.929.7%Grade B
2Selank13.454.5%Grade B