Transmission problem?

My car started having acceleration problems today on my way home from work, wouldn't go over 35 MPH even when flooring the gas pedal and had hesitation when accelerating from a stop. Check engine light came on after a few minutes of this, and the RPMs were between 3,000-5,000 (usually sticks around 2,500). Revving the car in neutral, it sounds completely fine.