Devig methods turn bookmaker prices into estimated fair probabilities, but different assumptions produce different answers. Multiplicative normalization is simplest; additive, power, and Shin methods redistribute margin differently across outcomes. Comparing several methods helps expose model risk, especially in uneven or three-way markets where favorites and longshots may not carry margin equally.

This guide is part of the Sharper Points sports betting learning path.

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