Here's why:
* Past tense describes an action that happened in the past. "Tiniest" doesn't describe an action.
* Superlative adjectives indicate the highest degree of a quality.
For example:
* Tiny (adjective)
* Smaller (comparative adjective)
* Tiniest (superlative adjective)