A working expected-value estimator with current player observations, exact validation bounds, whole planned runs, optional Crate math, echoed assumptions, and an explicit rejection of the universal 7.2k/h claim.
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For alliance tower defense coin farm, use the quick answer first, then compare your match, Coins, Summon, unit, and team observations.