In the past, various criteria or measures for explanatory power have been proposed. In particular, one hypothesis, theory, or explanation can be said to have more explanatory power than another about the same subject matter
Recently, David Deutsch proposed that theorists should seek explanations that are hard to vary. By that expression, he intended to state that a hard-to-vary explanation provides specific details that fit together so tightly that it is impossible to change any detail without affecting the whole theory.
Deutsch takes examples from Greek mythology. He describes how very specific, and even somewhat falsifiable theories were provided to explain how the god Demeter's sadness caused the seasons. Alternatively, Deutsch points out, one could have just as easily explained the seasons as resulting from the god's happiness, which would make it a poor explanation because it is so easy to arbitrarily change details. Without Deutsch's criterion, the 'Greek gods explanation' could have just kept adding justifications. The same criterion, of being "hard to vary", may be what makes the modern explanation for the seasons a good one. None of the details about the earth rotating around the sun at a certain angle in a certain orbit can be easily modified without changing the theory's coherence.
The philosopher Karl Popper acknowledged it is logically possible to avoid falsification of a hypothesis by changing details to avoid any criticism, adopting the term an immunizing stratagem from Hans Albert. Popper argued that scientific hypotheses should be subjected to methodological testing to select for the strongest hypothesis.