Understand throtelling of rate and how to solve it (tier 1)

when I run an experiment I get 1 second per iteration but after few minutes it becomes 20 seconds per iteration …
see plot enclosed.
How can I keep the high rate of queries? Tier 1.

Before (beginning of experiment):