Crazy! Baby

It was the first album Smith recorded at Rudy Van Gelder's studio in Englewood Cliffs, New Jersey.

The AllMusic review by Scott Yanow states, "Smith is heard in peak form... Despite claims and some strong challenges by others, there has never been a jazz organist on the level of Jimmy Smith."

Professional ratings

Review scores
Source	Rating
AllMusic
The Penguin Guide to Jazz

Side 1

1. "When Johnny Comes Marching Home" (Traditional) – 7:58
2. "Makin' Whoopee" (Walter Donaldson, Gus Kahn) – 4:57
3. "A Night in Tunisia" (Dizzy Gillespie) – 5:40

Side 2

1. "Sonnymoon for Two" (Sonny Rollins) – 7:15
2. "Mack the Knife" (Bertolt Brecht, Kurt Weill) – 4:58
3. "What's New?" (Bob Haggart, Johnny Burke) – 3:50
4. "Alfredo" (Jimmy Smith) – 4:30

CD reissue bonus tracks

8. "If I Should Lose You" (Ralph Rainger, Leo Robin) – 6:26
9. "When Lights Are Low" (Benny Carter, Spencer Williams) – 5:38

Musicians

• Jimmy Smith – organ
• Quentin Warren – guitar
• Donald Bailey – drums

Technical

• Alfred Lion – producer
• Rudy Van Gelder – recording engineer, mastering
• Reid Miles – design
• Bob Ganley – photography
• Leonard Feather – liner notes