Is it too late to mine Ethereum?

Yes but no . Ethereum is moving from Proof of Work (i.e. mining) to Proof of Stake (i.e. centralized holdings and not much mining) sometime in the future. The current estimated time for this change is June 2022, but that could slip (I think it was originally scheduled for January 2019 and we see how that went).

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