The context makes it very clear that He's talking about wine. Had, at the Last Supper, Jesus been handing out freshly plucked grapes then this would make sense, but He wasn't.
And when we come together to celebrate the Holy Eucharist/Lord's Supper, we aren't taking and eating grapes, we are...