Financial aspects influence the accessibility of UPSC exam preparation significantly. Many aspirants face challenges due to the cost of coaching, study materials, and resources; this can impact their chances of success. To mitigate these challenges, some institutions offer scholarships or free resources. Conversely, candidates from affluent backgrounds often have greater access to comprehensive preparation options, prompting discussions on the need for equitable support mechanisms in the educational landscape.