Actually octane does not make the fuel harder to ignite, it raises the temperature at witch it AUTOignites.
Higher the octane the more the air/fuel mixture can be compressed before it explodes by itself, causing pre-ignition, wich caused detonaton, or pinging or pinking to our friends across the pond.