Long shot
An outsider is often referred to as being a long shot, because of the fact it is returning high odds and is therefore deemed to have little chance of winning the race.

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An outsider is often referred to as being a long shot, because of the fact it is returning high odds and is therefore deemed to have little chance of winning the race.