Should I get rid of Bitcoins and buy ETH
Not really a good idea mate, bitcoin's price right now is compared to weeks/months ago. You should hodl your bitcoin because for sure its gonna recover its price.
If you really want an ETH maybe invest now because it is cheap right now and sooner it will reach 1k usd again.
The better idea is to go on investing into both cryptocurrencies until they start to run ahead. There is no need to get rid of all of your Bitcoins, if you support Ethereum more. Just exchange some BTC for ETH, but not all of them.