The exact origin of this clip is unclear from the available information, but it is commonly used online as a short fail reaction. Sounds like this spread through meme edits, gaming clips, and reposted short-form videos because they are easy to place on a precise mistake. “Oh, I missed” stays useful because the phrase is simple, readable, and instantly matches visual moments where someone whiffs, mistimes an action, or just barely misses a target.