Best-fit SEDs and P(z)s for U-53105 (top), A-26130 (middle) and A-76468 (bottom). The top section of each plot shows 1.5” × 1.5” NIRCam cutouts for the source. The left inset displays the observed photometry (black circles) with 1σ upper-limit uncertainties (black triangles). The best-fit SED derived with BAGPIPES is shown as a red curve with a 0.1 dex confidence interval (shaded red area). The right inset reports the normalized redshift probability distributions from different SED-fitting codes: the P(z) of Bagpipes in red; the CIGALE posterior in yellow; and the mean EAZY posterior averaged over all templates described in Sect. 5 (purple). The vertical dashed black line marks the z = 8 threshold.