Dr. Ann Wotters Frances Gifford, a dedicated scientist at the Brockhurst Institute of Research in Los Angeles, is crushed to learn that her uncle, Dr. Homer Pecke Edmund Gwenn, is headed for dismissal unless the institute can scrape together an extra $20,000 to keep his important research alive. The news sets off a tense scramble among the staff, who swim against a tightening clock and a tightening budget.
Ann teams up with her uncle’s colleagues to brainstorm a plan to raise the funds. The group—Dr. Gurke Sig Ruman, Dr. Pembroke Reginald Owen, and Dr. Collyer Charles Halton—turns to a most unlikely source of luck: the racetrack. They believe they can test a crude, yet hopeful, approach to foreseeing horse winners, believing that a mix of science and audacity might tilt the odds in their favor. The four scientists head to the famed Pasadena racetrack, chasing more than just bets; they chase a lifeline for Pecke’s research.
With all hotel rooms in town booked, Ann manages to coax the staff at a grand hotel to let her infiltrate the room reserved for Steve Canfield James Craig, a prominent racehorse owner. In a twist of circumstance, Steve’s old flame, Hilda Spotts Ava Gardner, is also staying there, and her presence instantly complicates the dynamics. A slow-burning romance begins to bloom between Ann and Steve, even as Hilda’s ambitions and charm shape the hotel’s social scene. The other scientists, meanwhile, debate which horse to back and eventually decide to put their faith in Steve’s gelding, Mr. McGillicuddy, a choice that could alter their fortunes—if luck and logic align.
As plans unfold, Homer Pecke unexpectedly reappears, having wandered away from home only to surface at the track and cross paths with Steve’s trainer Jeff Habbard J.M. Kerrigan. Homer reveals a tangled bit of deception: he has placed bets on Steve’s horse because Steve himself has bet on it. Ann, following Steve’s strategy at first, ends up betting on a different horse and watches her stake collapse as Mr. McGillicuddy secures the win. The loss fuels anger and suspicion toward Steve, who is unaware of Homer’s misinformed bet and of Ann’s growing distrust. The derailment of Ann and Steve’s romance gives Hilda the opening she needs to reassert her own claim on Steve’s affections and, perhaps, his fortune.
Homer’s victory with Steve’s horse doesn’t yet translate into the funds needed to reinstate him, and the scientists feel the sting of near-defeat as the clock ticks down. Desperation doesn't help soothe the personal tangle: Ann goes to Steve to borrow the rest of the money, only to stumble upon him and Hilda sharing a moment—almost a symbol of their complicity in a plan that never fully included Ann. Steve, still torn between loyalty and love, offers the money but then drops the bombshell: he is now engaged to Hilda. An angry, wounded Ann storms away, leaving the door open for a fragile reconciliation that seems almost out of reach.
A new challenge arises at the next race. Ann asks Steve to place a fresh bet on Mr. McGillicuddy, while Hilda contemplates withdrawing her horse from a joint entry to prove she isn’t courting Steve for money. The scientists realize they may have miscalculated, and there’s a high-stakes gamble on who will end up with Steve when the race ends. Then Steve returns, having strategically backed the horse he believes will win, a move that both saves the scientists’ bets and tests the boundaries of his relationships.
Just before the final race, the institute secures the funds needed to reinstate Homer, restoring a crucial piece of the original team. In the thrilling climax, Mr. McGillicuddy crosses the line first, delivering a win that revitalizes the researchers’ fortunes and reaffirms their faith in the unconventional blend of science and nerve. The victory is sweeter for Ann and the scientists, who celebrate the win with a kiss in the winner’s circle, as the dust settles on a tale of ambition, love, miscommunication, and hard-won redemption.