ELI5: Gas fees for ETH vs Alts

Trying to understand why I can buy ETH and pay $1.50 in gas fees but when I buy an alt coin on ETH network the gas fee is $25. (This is based on completing the transactions at the same time, not hours apart when gas fees are different)