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Its training data appears to end sometime between March 2023 and March 2024. Note also how it hallucinates the 95th Academy Awards one year forward so that it can still describe them as the "last".

Gemini is worthless

Which is to say: The reason it can't tell you who won the US presidential election in 2020 cannot be ascribed to not having the data.