I had the same problem with pf caps for a long time when using my multimeter, below 1nf I just hoped they were right.
I got one of the mega328 kit testers off eBay really cheap, works very well for pf caps, larger caps (also shows vloss and esr), transistors, diodes, etc.
The tc1 tester...