Image: Belmont Stakes
Al Bello  /  Getty Images file
Big Brown ridden by jockey Kent Desormeaux, limps down the final stretch of the 140th running of the Belmont Stakes. None of the 1,000 computer simulations Michael Calderone ran before the race had Big Brown finishing last.
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updated 6/9/2008 7:39:25 PM ET 2008-06-09T23:39:25

Not one of the 1,000 computer simulations Michael Calderone ran before the Belmont Stakes had Big Brown pulling up and finishing last.

"No horse wins 100 percent of the time,'' said Calderone, president of Las Vegas-based Horse Racing Simulation LLC, as he relived the Triple Crown favorite's dramatic failure.

"But we ran 1,000 simulations, and Big Brown won 80 percent of the time,'' he said Monday. "That was the highest percentage we've ever seen in the history of the sim.''

With those results, Calderone last week went out on a limb and, like outspoken trainer Rick Dutrow Jr., publicly predicted Big Brown would "easily'' reprise his wins in the Kentucky Derby and Preakness Stakes and become the 12th Triple Crown winner.

Instead the previously unbeaten Big Brown finished last.

Calderone wasn't exactly eating crow Monday.

After all, he gained some fame for his Sim2Win.com and HorseRaceGame.com Internet products. He calls them non-gambling tools that simulate upcoming races or allow fans to run legendary horses against each other in fantasy matchups. Think Seabiscuit against Secretariat, or War Admiral versus Affirmed, the last Triple Crown winner in 1978.

But he did recall the bad feeling he got while watching the run-up to Saturday's race.

"It was 90-something degrees, he was sweaty, he was uncomfortable,'' Calderone said of Big Brown. "In hindsight, who knows? It could have been a million things. That's the mysterious part about horse racing. Nothing's guaranteed.''

The real-life race winner, Da' Tara, won just 4 percent of Calderone's simulated races.

"We use breeding, the horse's running style, acceleration, stride length, all the numbers related to the horse's ability,'' Calderone said. "But everything we do is in the math.

"We don't count for whether he had a bad night the night before, had a fever or was fed a bad carrot. Sometimes the horse has a bad race.''

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