Edit With m = RandomInteger[9, {3, 6, 1}]
Just for completeness:
Catenate /@ m Just for diversity reasons
Apply[##&Apply[#&, m, {2}] Apply[Sequence, m, {-2}] Map[First, m, {2}] Using @Mr.Wizard code I seehave updated the benchmark.
@MichaelE2 also noticed in comments that Catenate /@ m is really goodnot compilable.

