NuMex 01' (Reg. No. CV-123, PI 670460) is a high oleic Valencia peanut (Arachis hypogaea L. subsp. fastigiata var. fastigiata) cultivar, developed by the New Mexico Agricultural State University Experiment Station located at Clovis, NM, and released on 17 Sept. 2013. NuMex 01 originated from a cross made between 'New Mexico Valencia A' (NM Valencia A) and 'Brantley'. NM Valencia A has predominantly three-to four-seeded pods, whereas Brantley has mostly two-seeded large virginia pods. Pedigree selection was practiced based on oil quality as determined by high oleic (O)/linoleic (L) fatty acid ratio, pod size and shape, seeds per pod, seed size, testa color, market type (Valencia), maturity, yield, and grade characteristics. The selected segregants with these characteristics were advanced by single-seed descent method until F 4 . Phenotypically uniform progenies were bulk harvested to conduct yield trials in F 5 . Performance tests in replicated trials across eastern New Mexico and west Texas began in 2010 and continued until 2012. NuMex 01 was tested under identity as NM083092. It matures in about 130 d, similar to the control cultivar, NM Valencia A. Averaged across 15 season-locations, NuMex 01 produced 13% higher pod yield and showed 4% greater 100-seed weight than NM Valencia A (average pod yield 3068 kg ha −1 ; 100 seed weight 46.5 g). NuMex 01 is the first high oleic (O/L ratio 23.3 compared with 1.1 in NM Valencia A) Valencia peanut cultivar released for cultivation in eastern New Mexico and west Texas. NuMex 01 has good roasted flavor attributes.