Does a high SGPA score help get an education loan for higher studies?

Yes, a high SGPA (and overall CGPA) significantly helps secure education loans for higher studies by showing strong academic performance, increasing eligibility for scholarships, and making you a lower risk to lenders, though a strong co-applicant credit score and confirmed university admission are