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She's a carry and if she doesn't carry she's near useless. She's like all other assassins where she should always win 1 v1 fights. I mained eve up to level 30 and haven't played her since. I played only one game in ranked that featured an eve, and fortunately that eve carried and won the game. Riot has said that they didn't make eve to work in the jungle.
At lower elo levels any toon is viable 1200+ you should forget trying to use her or twitch.