correlational
Analysis v1
Strong Support

If you train using weight machines and then test your strength on machines, you’ll get stronger than if you trained with free weights — but only because the test matches the training. It’s like practicing basketball shots from the free-throw line and then being tested there: you’ll do better than if you practiced elsewhere.

33
Pro
0
Against

Evidence from Studies

Supporting (1)

33

Community contributions welcome

If you train with machines, you get stronger on machines; if you train with free weights, you get stronger with free weights. The study shows that each type of training works best for the kind of test it matches.

Contradicting (0)

0

Community contributions welcome

No contradicting evidence found

Gold Standard Evidence Needed

According to GRADE and EBM methodology, here is what ideal scientific evidence would look like to definitively prove or disprove this specific claim, ordered from strongest to weakest evidence.