OmegaT's search screens used to be very fast to give an answer, but there is almost one notable exception: the pre-translate screen based on translation memories implies quadratic search (each segment from source against each segment from all translation memories), which can take a while.
Previously, when a query took very long time, the screens seem quite freezed. In DGT-OmegaT 3.0 update 23 we added the following features:

in DGT-3.2 update 14: the button "Translate all" can also re-use the result of the search, which makes it faster than if it recalculates what to replace. But don't forget then that if you stop a search, or if it is stopped due to lack of time or max number of results, only found results will be replaced. In such a case we suggest that you always start a new search excluding already translated results.
in DGT-3.4-TEST-3 and 3.5-DEV-3.0, if you interrupt the search, not only you see the already found results, but you can restart a new search from the point it was previously interrupted.The features are implemented globally, so they affect in theory all screens. However, unless you have very big documents, only pre-translate will really be affected.
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