I think you should go for a new domain with your keyword. As in the case you have to consider whether that domain had any bad history or whether that domain is not pertaining to your keyword and such other factors…
i would go for aged domain.. google respect aged domain.. if you got a same criteria for aged domain and new domain.. people would respect aged domain more than new domain for sure..