When I compared Tesseract to Abbyy, the difference was night and day. Abbyy straight out of the box got me 80%-90% accuracy of my text. Tesseract got around 75% at best with several layers deep of image pre-processing.
I know you said open source, and just wanted to say, I went down that path too and discovered in my case, proprietary software really was worth the price.