'Will upgrading the class of the DB instance speed up my lambda application

I have a Django application that is connected to a PostgreSQL database located on AWS RDS.

Right now, because it's still in development we use a small tier (db.t3.small) which has 2vCPUs, 2GiB RAM and 2.085 Mbps.

My application is running smooth and fast, except for one model because it has over 6 million rows. It takes about 25 seconds to load even when working on localhost.
When I then switch to a local postgreSQL database on my computer with the same data it takes around 3s to load

So I'm wondering, if I upgrade to db.t3.medium or even db.t3.large that both double in RAM size from his previous tier. will this make any diffrence in speed for my application

django

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'Will upgrading the class of the DB instance speed up my lambda application

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