Would SSD improve Index Only Scan performance by a lot?

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As my table has gotten bigger, it takes longer to get a single row back when querying a row by its btree index.

Right now the database is running on a traditional HDD. SSDs have a much faster seek time than traditional HDDs. 

Would switching to an SSD improve "Index Only Scan" time greatly? by at least 3-4 times?

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