In 1940, deliveries began of 43 F2A-2 fighters, which had the 1200 horsepower Wright "Cyclone" engine in place of the F2A-1's 950 horsepower version, plus numerous other improvements. Eight F2A-1s were also rebuilt to F2A-2 standards. Initially serving with VF-3 and USS Lexington's VF-2, this model was a fast, nimble and well-armed fighting plane, though plagued (as were subsequent F2As) with an overly-delicate retractable landing gear and a maintenance-hungry powerplant.
The Navy ordered a final 108 Brewster fighters in January 1941. These F2A-3s featured a longer fuselage, increased fuel and ammunition capacity, additional armor and considerably greater weight. Range was better, but speed, maneuverability, climb rate and service ceiling were substantially degraded. By the beginning of the Pacific War, the F2A, by then also known by the popular name "Buffalo", was passing out of carrier squadron service in favor of the F4F-3. The "Buffalos" were transferred to the Marines, who assigned them to units defending Pacific island bases.
The Brewster fighter's only U.S. combat use, on 4 June 1942 during the Battle of Midway, dramatically showed the inferiority of the F2A-3 when confronted by the Japanese Navy's "Zero" carrier fighters and well-trained aviators. In a brief battle against greatly superior numbers, Midway Island's Marine Fighting Squadron 221 (VMF-221) lost thirteen of twenty F2A-3s. Soon after, the "Buffalo" was removed from combat units and assigned to advanced training duty. In that role, it helped new U.S. fighter pilots enhance their skills before they joined operational squadrons. The aging F2A-2s and F2A-3s remained in the training mission into 1943, and a few were still in service in 1944-45.