One major difference is that Japan managed to open to trade while keeping control of their country, benefitting from the former and using it to rapidly develop

One major difference is that Japan managed to open to trade while keeping control of their country, benefitting from the former and using it to rapidly develop and modernize, while not losing autonomy and sovereignty, across the entire colonial era, at least up until they lost WWII. India obviously had a very different experience with colonialism.