Heat stress is a major environmental constraint in crop production, worldwide. Identification and selection of suitable cultivars and traits for high temperature tolerance is vital to produce heat resilient genotypes. To find out superior genotypes and plant parameters, 14 maize hybrids of local and exotic origin, were evaluated under heat stress conditions. Evaluation of maize genotypes was done for morphological, phenological and quality related traits i.e., days to 50% tasseling, days to 50% silking, plant height, cob height, cob length, thousand grain weight, protein contents, oil contents, shelling (%) and grain yield under heat stress. Results revealed presence of high genetic variability among maize hybrids for yield and quality related traits. Association analysis showed that thousand grain weight (0.6328 *) cob height (0.5982 *) and protein contents (-0.5259 *) had significant relationship with grain yield. Principal component and biplot analysis were performed to assess genetic diversity and heat tolerance among maize genotypes. Locally bred hybrids FH-988, FH-922, FH-1046 and YH-1898 were found to be the most heat tolerant hybrids and possessed maximum diversity for yield and quality related traits under heat stress. These results could be implied for characterization and further improvement of maize germplasm to produce heat resilient maize genotypes.