Unfortunately, no, the Toyota Avalon Hybrid does not qualify for the federal electric car credit this year.
Follow this link for a list of the vehicles that do qualify in 2018:
https://www.edmunds.com/fuel-economy/the-ins-and-outs-of-electric-vehicle-tax-credits.html
