It would be a pain. Take that 35KWh car on track, do a 15 minute session and then have to wait another 45-60 minutes for it to charge back up?
Also, I wonder how a supercapacitor could increase range? I suspect performance and efficiency would both increase without energy bottlenecks between the motors and the batteries.