The future of sustainable industrial biotechnology relies on microbial hosts that can thrive where conventional strains fail. Although Saccharomyces cerevisiae remains the workhorse of industrial production, its intrinsic metabolic constraints and susceptibility to multiple stresses underscore the need for alternative yeast chassis. Here, we present a comprehensive characterization of 79 yeast isolates from the Brazilian Yeast Collection (BRYC), sourced from diverse ecosystems across six Brazilian biomes. Strains were evaluated for growth under industrially relevant conditions, including alternative carbon sources, inhibitory compounds from biomass pretreatment, elevated temperatures, and high ethanol concentrations. Phenotyping was carried out in both solid and liquid media, allowing comparison of trait analyses across cultivation conditions, and revealing how growth environment influences phenotypic expression. Performance was further assessed in raw and hydrolyzed sugarcane and agave biomass. This high-throughput approach identified multiple non- Saccharomyces yeasts with superior traits compared to S. cerevisiae controls. Pichia kudriavzevii (BRYC98) exhibited exceptional multi-stress tolerance, including thermotolerance and resistance to aldehydes, ethanol, and acetic acid. Candida flosculorum (BRYC21), a poorly characterized native yeast species, exhibited remarkable versatility in substrate utilization. Debaryomyces hansenii strains showed the best growth in saponin-rich agave leaf juice - the most challenging substrate tested-, while Wickerhamomyces anomalus strains consistently outperformed controls in sugarcane molasses and hydrolysate. Overall, around 68% of the non-conventional strains exhibited higher robustness across the 15 tested conditions for both maximum biomass and specific growth rate compared to S. cerevisiae. These findings expand the portfolio of stress-resilient, metabolically versatile yeasts and provide a foundation for their development as alternative industrial chassis.