It's
Merriam Webster Collegiate for native speakers of American English, and
Longman Dictionary of Contemporary English and
Oxford Advanced Learner's Dictionary for ESL students.
The most complete in the world (but also unnecessarily complicated and expensive) seems to be one by Oxford University Press, OED.
This is my opinion, so it's up to you whether you want to believe it or not.
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