Currently, herbicide resistance in weeds has become one of the most critical agricultural issues in the world, affecting the sustainability of herbicide usage. A bibliometric analysis was conducted using articles from the Web of Science database published between 1975 and 2025 to analyze and map the global research trends and themes pertaining to herbicide resistance in weeds. The most influential authors, journals, countries, and themes on herbicide resistance were visualized in the R environment. The results revealed that a total of 6615 articles were generated between 1975 and 2025 and the countries that have contributed to herbicide resistance are mostly the United States of America (USA), China, Australia, Canada, and Brazil. Frequent collaboration between the USA and Australia (89 articles), China and Australia (51), Brazil and Spain (39), Australia and India (49), Malaysia and Bangladesh (7), Iran and Denmark (6), and Germany and Zimbabwe (1) was observed. The analysis identified ryegrass, Palmer amaranth, barnyardgrass, and goosegrass as the most frequently studied weed species, while glyphosate, 2,4-D, glufosinate, and atrazine were the most investigated herbicides. Mapping out the evolution of herbicide resistance helps highlight how research has intensified over time due to the rising prevalence of resistant weeds, which now affect over 548 unique cases worldwide across various modes of action.