Gradual rollouts are an important use-case for feature flags. But not all hashing algorithms have the same goals. In this analysis, we will compare/contrast hashing algorithms and why your standard password hashing algorithm might not be ideal compared to some others. Some are also more readily available in various languages which can influence your decisions when building SDKs. We will outline which metrics we care about and why while graphing the results.