We present the SPHEREx Ultracool Dwarf spectrophotometric Atlas (SUDA), a homogeneous sample of 1675 field ultracool dwarfs with continuous 0.75–5~m spectrophotometry from SPHEREx Quick Release 2 (QR2). Using the SAND and ATMO2020++ atmospheric grids, we derive atmospheric parameters, compute bolometric luminosities (), and combine and radii with evolutionary tracks to estimate masses, ages, and evolutionary . For sources at 1700–2500~K, spectroscopic is systematically lower than evolutionary , with a median offset of 1.05~dex, likely driven primarily by cloud-related model uncertainties. We further construct an empirical atlas by binning the measurements in and evolutionary , producing 57 spectrophotometric templates spanning –3000~K. Molecular indices trace a coherent atmospheric sequence: HO and CH indices strengthen toward lower , while CO and CO indices increase below 1500~K and turn over near 1000~K. Model comparisons indicate that CO index is more sensitive to metallicity than gravity at –1200~K. SUDA provides a reference sample linking 0.75–5~m spectrophotometric morphology to atmospheric and evolutionary trends in ultracool dwarfs.

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