A reputable place a lot of machinists frequent is Maritool: Tool Holders, Collets and Machine Accessories ER Collets - MariTool
Bunch of sizes to choose from if you ever need them.
You could absolutely get one on ebay/amazon/etc for cheaper than that still, but the quality might be very hit-or-miss.