> There is no convergence happening without the infinity.
This is wrong. It takes considerably fewer flips than "infinity" to see distinct convergence here.
If the coin is truly even - you have a binomial distribution, and the probability that you are far out to either edge of that distribution (nearly all heads, or nearly all tails) is vanishingly small with just 1000 flips.