I pretty much agree with this . Meaningless= totally without value. Lets say all you know about pitcher Joe Blow is that he went 20-9 for the year. At the very least you can glean from this limited information : Joe Blow was probably healthy the entire year, one of the most important factors in evaluating a pitcher. You don't really think there were better offers for Rich Harden than the somewhat pathetic one we gave do you ? Of course not. Simply because Harden, despite his fantastic numbers, is unlikely to win very many games because he is only capable of limping to the mound for 5 innings at a time, 15 times a year at best. So we have determined that Joe Blow probably managed to at the very least stay healthy, simply by his won-loss record. This fact alone removes the win statistic from the meaningless category. 2. That despite anything else, Joe Blow managed to go 5+ innings at least 20 times. No small feat. Nothing earth shattering, but still not in anyones definition I have ever met as " meaningless". 3. That more than likely Joe Blow at least, somehow, someway, managed to keep his team in the game a significant number of times. Once again, earth shattering info? No. Meaningless ? No again. If you look at the previously mentioned Bert Blyleven, and look only at his 279 or whatever wins, you can, at minimum, assume that over his career he managed to stay relatively healthy, and pitched well enough for a long period to keep a job at the major league level. This is not meaningless information. It has value. Do inquiring minds want to know more ? Sure. But the information is far from meaningless. Except that all of this can be determined, and determined with more precision and certainty, by looking at other numbers, numbers that are found in the same places you would go to find their record. It's a joke stat that shouldn't even be kept, but I digress.