How accurate isa blood test? Are at home tests just as accurate?

Depends. Lab tests need be evaluated in term of sensitivity, specificity and predictive value. Some of these parameters depend on the population being tested. Home tests are generally accurate, provided the testing is performed strictly according to the instructions of the manufacturer. Home tests are generally screening tests and often require confirmation with a test in an accredited laboratory.