This may be true for lower-tier and middle-of-the-pack graduate programs but at the higher end, if anything, the opposite is true. There's an arms race among the candidates to get the best grades in the hardest classes, to get the best research experience, best letters of recommendations, perfect or near-perfect GRE scores and often GRE subject scores.

Getting a good job sounds almost blissfully easy in comparison.