
I calculated the first direct occurrence rates for planets from Kepler in high-likelihood binary star systems. We used Gaia multiplicity metrics to identify candidate binaries, then used bootstrap sampling combined with Kepler occurrence rate techniques to measure occurrence over a (somewhat constrained) parameter space. We found systematic decreases in the number of planets in binary systems, consistent with past work looking at pure numbers statistics (without a correction for detection biases). We also found disproportionately fewer sub-Neptunes, consistent with previous work of mine and suggesting that there is some mechanism acting to preferentially suppress sub-Neptunes (Sullivan et al. 2026a)

