The times of local maxima of a Brownian motion path are dense in the half-line almost surely, and every such local maximum is a strict local maximum. Density follows from nowhere monotonicity of Brownian motion and the extreme value theorem. Strictness follows by checking that maxima over separated rational compact time intervals are unequal; the increment across their gap supplies an independent nondegenerate normal distribution.
For fixed rational , write
By independent increments, is independent of and has normal distribution . Conditional on , the displayed difference has a continuous probability density function; in particular it equals zero with probability zero. Taking the countable intersection over all such rational quadruples proves that, on one event of probability one, the maxima over any two separated rational closed intervals are distinct.
Suppose a local maximum at were not a strict local maximum. There is a neighbourhood in which every value is at most , and, arbitrarily close to , some other time strictly inside that neighbourhood has . Choose separated rational closed intervals containing and , both lying inside that neighbourhood. When one time is zero, use a first interval with left endpoint zero. Both interval maxima equal , contrary to the preceding event.
Therefore every local maximum of Brownian motion is a strict local maximum almost surely, simultaneously over all times. This countable-interval argument avoids an invalid intersection of probability-one events over uncountably many candidate times.