Which road bike brakes provide the most stopping power?

My bike is an old Dutch Gazelle frame (Reynolds 531 tubes) with Alex rims. I have Tektro long reach calipers, and tried diff pads. Especially when it is raining and cold, I have almost zero stopping power, I tried different pads for wet or dry conditions, but with little luck. Any suggestions will be greatly appreciated.