By electrochemical, you mean the table of half reactions right and emf values?
But they call it a reducing atmosphere (Miller–Urey experiment) in the sense that no O2 is present I guess. If there was any O2 at all, it would have reacted with H2 to make H2O, it would have reacted with CH4 and also NH3. The high excess of H2, CO, CH4, NH3 would remain in the atmosphere.
Even in present day, I read that CH4 in the atmosphere doesn't remain for too long since it oxidizes because of UV light.