Alludes to the use of guinea pigs for biological experiments.

To act or function as the object of a test, experiment, or assessment.

Fig. [for someone] to be experimented on; to allow some sort of test to be performed on one.

Example in a sentence:

“This is the first time I’ve cooked this dish so you are my guinea pig.”