When George McFly knocked-out Biff Tannen outside in the parking lot at the ‘Enchantment Under the Sea’ dance, it was a victory for those who have felt marginalized by the bully. In fictional film, you can create anything. A win for the revenge of the nerds. The mega athlete with the testosterone flowing in his teenage body doesn’t realize when he picked on the frail kid that one day, as Bill Gates famously said, “Be nice to nerds. Chances are you’ll end up working for one.”
The Washington Nationals were one of the last organizations to fully embrace analytics. Billy Beane was a first round draft pick who embraced analytics before it was en vogue. Guys like Bill James was at the forefront of the analytics evolution back in the late 1970s and early 1980s, coining “sabermetrics” and challenging traditional baseball wisdom with objective statistical analysis through his Baseball Abstract series.
In Tampa, they excelled under Andrew Friedman, a former college baseball player at Tulane, who installed one of the most advanced analytics departments in baseball. Anirudh Kilambi was hired by the Rays as an intern in 2015 while he was a student at Cal Berkeley. Friedman had just left the Rays a year before Kilambi arrived. Coincidentally, manager Blake Butera was drafted that same summer by the Rays when Kilambi was there. The pair had previously met and had contact during their shared time with Tampa. Kilambi called Butera a “great communicator.”
Maybe all of these shared relationships are a coincidence, or maybe not. While President of Baseball Operations, Paul Toboni, Kilambi, and AGM Devin Pearson all attended Cal Berkeley during their undergraduate years, Kilambi didn’t know either of them at the time. Toboni and Pearson both played baseball there, and Kilambi was busy studying statistics and Operations Research & Management Science in his quest to receive degrees in both. Their shared love of baseball put them altogether on the Washington Nationals staff. Kilambi said he met Toboni a few years ago at a GM Meeting.
Kilambi, an employee with the Phillies at the time, recalled that it was Dec. 4th when Toboni first contacted him about the general manager’s job. Days before the Winter Meetings, Toboni had to contact his former Red Sox boss, Dave Dombrowski, for permission to interview Kilambi as the first step.
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— Toboni said
We could’ve waited a year [to hire a GM] or evaluated for a year, but that wouldn’t have allowed for us to push forward at the rate that we would’ve wanted to in year one. And year one is a really important year.
Ani in many ways helps us with that [progress], and obviously he’s going to help us way beyond that first year. … I was very comfortable keeping this [GM position] vacant if we didn’t come onto the right fit. Ani just happens to be an exceptional fit for us.
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It had been noted that other teams had tried to hire Kilambi away from the Phillies, his employer for over four years, when the team hired him in 2021 to be an Assistant GM at the age of 27. Toboni got permission to interview Kilambi because this request was for the GM spot, not a lateral move.
“When I grew up, being a nerd was always a bad thing. However, I think now — being a nerd is a little cooler,” Heisman Trophy winning Indiana quarterback Fernando Mendoza said on 60 Minutes last week. “If being a nerd is always learning — and always searching for new information, then I’m all about it, whether it’s in the classroom or on the football field.”
Did you know that Mendoza also played for Cal Berkeley? On December 11, 2024, Mendoza announced he would be entering the NCAA transfer portal and headed to Indiana. Mendoza’s Cuban roots had him playing baseball as a kid. As a Tom Brady fan, he put the glove on the shelf and started to play football. Analytics played a big part in his football life. As they said to Brady, “if football doesn’t work out, there’s always baseball.”
The Nationals are embracing analytics like never before with their Berkeley guys as well as those from other backgrounds. While Toboni said that playing baseball was not a prerequisite, most of his hires have some level of baseball in their past. What they all share is that they have all believe that the eye test and analytics can work symbiotically. This is the team’s new Moneyball.
Take all of these great prospects who have struggled — and make them better by coaching them up. Dylan Crews was a can’t miss prospect who hit just .208 with a .631 OPS in 2025. Crews was drafted at №2 overall in the 2023 draft. We will see soon enough if former manager Dave Martinez was right, you know, that it’s never the coaches fault.
There are dozens of players who have said that analytics have positively helped their career. Kilambi says that part of accountability is taking responsibility when something you recommended does not work. He has a reputation for identifying and developing lesser-known players into good Major League players. He said his background in R&D, strategy at the MLB level, and pro acquisitions have been his areas of responsibility. Some would say, that is what AGM Mike DeBartolo‘s background is also.
When DeBartolo took over for the Nationals as the team’s interim-GM in July, it was because his predecessor, Mike Rizzo, was fired in July. Toboni made the decision that DeBartolo would stay on as his AGM along with Pearson and Justin Horowitz. While Toboni, Pearson, and Horowitz all worked together with the Red Sox, DeBartolo had the most practical experience at the time in actually being the decision-maker for the Nats 2025 draft as well as the July 31 trade deadline.
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— Toboni said
I think the easiest way to think about it is that we’re going to be extensions of each other. As it relates to the role Ani’s going to be in, I think at a high level it just starts with being a key voice for the long-term strategy of the organization.
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While Kilambi might hold the GM title, it will be Toboni who will retain the veto power and is expected to make the big decisions. My working theory, not confirmed by any source, is that the only way to hire Kilambi from the Phillies was with the GM title. At the Winter Meetings, it was Pearson who was fielding questions alongside Toboni.
Titles are more of a formality. This will be a collaborative effort, and Toboni was clear that everyone checks their egos at the door. This is a team approach to decisions. And there are lots of tough and difficult decisions to make ahead of today.
While Kilambi did the interview circuit yesterday, he was asked about MacKenzie Gore who has been rumored as a top trade candidate. Kilambi made it clear that he knows a lot about Gore but said, “all I’m in a position to say now … is to say I have context” and he wouldn’t be commenting further at this time on Gore. Kilambi said he did have “context on players who could help us.”
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— Kilambi said on Friday
I’m naturally very competitive — some might argue — unhealthily so. But at the same time, baseball has a way of putting fuel on that fire. Over the last few years, I’ve been really fortunate to be a part of organizations that have made the postseason and made the World Series twice — but I’ve not been a part of a World Series-winning club. I’ve been disappointed seven years in a row [from Tampa to Philadelphia in losing in the postseason], and that in and of itself, creates a pretty deep burning desire to do better.
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Winning is the goal here. Winning it all is the ultimate goal. Kilambi has been in involved with two teams that made the postseason in different ways. The Tampa Bay Rays on shoestring budgets, and the Phillies made it by spending the fourth most in baseball on payroll. Kilambi’s new employer, the Washington Nationals, have been on both ends of the payroll spectrum.
At this point, the Nats are in the bottom-third of spending on player payroll, and that is the current reality. Can Kilambi revert back to his Tampa Ray’s roots and squeeze production out of players who have not produced as stars at the MLB level before?
Baseball really is about $/WAR value in relation to total wins — and the best teams maximize that. Toboni has already said that coaching is a focus, and coaching up players is how they will do it. That starts in amateur acquisition, player development, and pro acquisitions.
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— Kilambi said on Friday
Over the last 48 hours, I’ve been catching up on trade conversations. … At the same time, the league isn’t going to wait for you either. So we need to move fast. We need to be decisive, and I need to work really really hard, and really really quickly to integrate myself into the decision-making processes that the others have already set-up.
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Toboni described the Nationals’ front office dynamic as he and Kilmabi being “extensions of each other.” Both will be involved in “all facets” of baseball operations and work toward a shared vision.
In 2018, not all players were embracing analytics. Jayson Werth appeared on the Eskin radio show and said, “They’ve got all these super nerds, as I call them, in the front office that know nothing about baseball but they like to project numbers and project players, .. I think it’s killing the game. It’s to the point where just put computers out there. Just put laptops and what have you, just put them out there and let them play. We don’t even need to go out there anymore. It’s a joke.” Werth probably thinks differently about analytics almost a decade after he last played.
Whether you consider Kilambi a “super nerd” or not, the Phillies were not a forward-thinking organization 10 years ago — and certainly not when Werth was there 15 years ago. Dombrowski got GM Sam Fuld, and they began to embrace analytics. They were able to pry Kilambi away from Tampa, and he transformed the Phillies into a team that transitioned to analytics.
Alex Coffey of the Philadelphia Inquirer wrote, “Kilambi [worked] with all of the coaches, but he said he [worked] with Caleb Cotham the most. They [met] multiple times a week, and [had] open-ended conversations. Cotham believed that Kilmabi had made him a better coach.”
Cotham said, “[Kilambi] did a fantastic job of providing resources to understand how we get the most out of our players. It could be pitch usage, it could be biomechanics, it could be how they think. It’s about giving us, as coaches, more tools to make a connection with a pitcher.”
This might sound like a lot of nerd talk. It is really intelligent talk. The first time we have really heard about the usage of biomechanics. The two teams that employed Werth the longest at the MLB level, the Phillies and Nationals, now have hired Kilambi to be that analytics voice. We will see how it all works as we move into the future, McFly.
