You have to evaluate quality on a model/make specific level. Performance varies widely. Take for example the now discontinued Yamaha RX-V2600: it has a pre-amp section as good as any high end audiophile pre-amp; incredible measured performance. It also had very stout stereo performance - easily comparable to an average 120 x 2 watt 'audiophile' amplifier.
Now, after the RX-V2600, for whatever reason, Yamaha lowered performance in the pre-amp section (???), but the amp section was still comparable, I believe. The 2600 was an initial product presentation though, the 1st in the modern line revised, so performance and build quality was probably increased up a bit just to win accolades for the first introduction(which it in fact did accomplish with high success). However, successors took a cost savings approach and depended much on the reputation the 2600 had set.
This is just one example, above, to make it clear that you have to determine quality/performance on a SPECIFIC model/make, and that even 'successors' in the same line may not have the same performance as a past model.
Personally, I use outboard amplifiers only, though I have no problem using a receiver with a high quality pre-amp section as a pre-amp.
-Chris