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Lee, despite being outnumbered by a ratio of over two to one, won arguably his greatest victory of the war, sometimes described as his "perfect battle." But he paid a terrible price for it, taking more casualties then he had lost in any previous battle, including the Confederate defeat at the Battle of Antietam. With only 60,000 men engaged, he suffered 13,303 casualties (1,665 killed, 9,081 wounded, 2,018 missing), losing some 22% of his force in the campaign—men that the Confederacy, with its limited manpower, could not replace. Just as seriously, he lost his most aggressive field commander, Stonewall Jackson. Brig. Gen. Elisha F. Paxton was the other Confederate general killed during the battle. After Longstreet rejoined the main army, he was highly critical of Lee's strategy, saying that battles like Chancellorsville cost the Confederacy more men than it could afford to lose.

Of the 133,000 Union men engaged, 17,197 were casualties (1,606 killed, 9,672 wounded, 5,919 missing), a percentage much lower than Lee's, particularly considering that it includes 4,000 men of the XI Corps who were captured on May 2. When comparing only the killed and wounded, there were almost no differences between the Confederate and Federal losses at Chancellorsville. The Union lost three generals in the campaign: Maj. Gens. Hiram G. Berry and Amiel W. Whipple and Brig. Gen. Edmund Kirby.