Data Source Performance Impact

I am having a performance issue with my load test where I can't reproduce the load that is currently being handled in production.

I have tried and looked into several things but was wondering if using a Grid data source causes a significant performance impact that could explain the differences in numbers I am seeing.

My test loops through a grid of 10K records for the test.