Driveline Baseball Podcast

In this episode, Jack, Josh & Marek explore the evolution of pitch modeling in baseball, covering key metrics like 'Stuff' and the shift to component-based approaches. They discuss how advanced models predict pitching success and how insights can be applied to both pitchers and hitters. The conversation also touches on the 'Big 3' of hitting analysis, the development of a matchup model tailored to hitters, and the limitations of current models, emphasizing the need for continuous improvement in player evaluation. This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance. 0:00 Introduction to Pitch Modeling 3:33 Understanding Pitch Modeling Basics 6:00 Historical Context and Evolution of Pitch Modeling 6:58 The Value of Stuff and Quick Reliability 11:18 Component-Based Approach to Pitch Modeling 20:04 Philosophical Shift in Pitch Analysis 22:24 Optimization and Decision-Making in Pitching 24:04 Valuing Hitters and Pitchers Equally 28:00 The Big Three in Hitting Analysis 30:14 Understanding Swing Decisions and Run Values 33:55 Individualizing Swing Decisions for Hitters 37:00 The Matchup Model: Tailoring Pitch Values to Hitters 44:02 Pitch Physics and Its Impact on Modeling 52:45 Recognizing Model Limitations and Future Directions

Welcome to the Driveline R&D Podcast, where we explore the cutting-edge intersection of baseball analytics, player development, and on-field performance. In this milestone 100th episode, the new R&D crew takes over following the departure of the original hosts to MLB organizations. Join Jack Lambert (Baseball Operations Director), Josh Hejka (minor league player with the Phillies and Driveline's longest-running intern), and Marek Ramilo (part-time R&D analyst and quant trader) as they dive into how research and development is transforming training in Major League Baseball and at Driveline. Episode Highlights: •0:00 - Introduction to the new R&D podcast crew and team backgrounds •8:54 - Arsenal Models: How data predicted MLB's sweeper revolution and the chess theory of pitch combinations •19:45 - Component-Based Pitching Models: Breaking down pitch outcomes to better understand performance • 28:00 - Matchup Analysis: Adding batter context to pitching models • 33:24 - The Player Perspective: How analytics data gets translated to actionable information on game day • 38:08 - The "Apple Ecosystem" of Baseball Training: Why integration of all development tools matters • 41:40 - Pulse and Workload Management: Using data to prepare pitchers and prevent early-season injuries. This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance. 

In this episode, Daulton Barry and Grayson Liebhardt discuss the growing influence of artificial intelligence in baseball, exploring its potential benefits and challenges. They emphasize the importance of using AI as a tool to enhance human capabilities rather than replace them, and they explore the future of AI in player development, scouting, and how the human element of the game fits into these boundaries. The conversation wraps up with them revealing their athlete spotlights for the week, highlighting the hard work and dedication of trainees in this most recent training block. 00:00 Introduction & Jersey Thursdays 02:11 The Rise of Artificial Intelligence 07:38 Practical Applications of AI in Training 16:12 Inherently Good or Inherently Bad? 23:44 The Future of AI in MLB 34:45 Automated Programming & The Human Element 40:57 Athlete Spotlights

In this edition of The Desert Shift Podcast, Daulton Barry chats with the most recent addition to the AZ Pitching Staff, Pitching Intern Brewer Hendrix, who shares a little about his journey from athlete to coach and dives into his key takeaways from his first few weeks in-gym. Daulton and Brewer go on to explore the challenges of imposter syndrome, the significance of fostering strong relationships, and the diversity of athletes that train at Driveline. The conversation highlights the struggles of converting from a player to a coach and how growth and development is an integral part of not only training at Driveline, but working here as well. The episode wraps up with a new addition to the podcast, where both trainers shoutout a trainee that has gone above and beyond recently. 00:00 Introduction 02:45 Brewer Hendrix Background & Journey 08:48 Imposter Syndrome 12:54 ULM Baseball Jerseys 15:30 The Range of In-Gym Athletes We Work With 23:16 Skeleton BioMech Viewer & Non-Repeatable Mechanics 29:43 The Challenges of Converting From Player to Coach 33:40 Growth & Development as a Coach at Driveline 40:00 Athlete Shoutouts

In this episode, Daulton Barry sits down with Mike Paesani, who shares his journey to Driveline as well as insights gained from working in high performance sports. The discussion highlights the importance of diversified work experience, the need for cohesion between high performance and skill training, and the significance of data-driven approaches in athlete development. They explore how to enhance coordination and movement patterns in athletes, the value of gamifying bullpen sessions, and the potential value in better understanding lead leg block and force plate data. 00:00 Introductions & Paesani's Path to Driveline 11:05 Collaborative Programming Between HP & Pitching Trainers 18:21 The Fine Line of "Sports Specific" Lifting 20:45 Balancing All the Fragments of Development 26:20 Willingness to Be Wrong & Doing the Hard Tasks 29:30 Plyometrics & Improving Coordination 36:05 Randomizing/Gamifying Bullpens 44:36 Investigating Force Plate & Lead Leg Block Data

In this episode of the podcast, Daulton Barry and Nik Pearson explore various topics relating to baseball training, focusing on the intersection of neuroscience, mental training, and importance of asking 'why' as a coach. They discuss the importance of movement preparation, the role of mental clarity in athletic performance, and the significance of building strong relationships with your peers. The conversation also delves into the value of experimentation in coaching, learning from failures, and the necessity of collaboration among coaches to foster a rich learning environment for athletes. 00:00 Introduction 02:02 Neural Priming Study & Application 14:54 Asking "Why" While Coaching 21:26 Have Courage to Try New Things & Fail 33:05 Educate Your Athletes 39:08 The Importance of Collaboration & Differing Opinions 54:20 Hot Dog Orders?

In this edition of the podcast, Daulton Barry and Dylan Gargas explore various topics surrounding college baseball, coaching confidence into pitchers, and the mental aspect of the game. The bio-psycho-social model is discussed as an effective framework for training, and the balance of life and sports in baseball is highlighted. The discussion concludes with the importance of community and support in athletic performance. 00:00 Introduction 02:08 Insight's from LSU's Baseball Environment 11:41 Velo Isn't Everything 16:34 How to Get Struggling Pitchers Back on Track 22:13 Building Confidence and Unfiltered Communication in Coaching 34:33 Struggling with Command? 41:25 Biopsychosocial Model in Training 53:30 The Mental Aspect of Baseball

In this episode of The Desert Shift Podcast, Daulton Barry and Pitching Intern, Grayson Liebhardt, discuss various aspects of training, particularly focusing on the use of plyo balls, the importance of training intent, and the concept of expectations versus reality. They delve into the significance of recovery, nutrition, and the environment in which athletes train. The conversation also highlights the unique experiences and growth opportunities Driveline offers, emphasizing the importance of being detail-oriented and committed to the training process. The episode concludes with light-hearted discussions about favorite hot dog orders and energy drinks. 00:00 Introduction 01:50 Understanding Plyo Balls & Their Applications to Training 13:49 Plyo Drills & Taking Away The Legs 19:00 Gap Year Athletes, Buying Into Your Training Plan, & Nutrition 25:00 The Journey of Growth & Dedication in Baseball 33:00 Internship Experience & Working at Driveline 41:30 Fun Topics: Hot Dogs & Energy Drinks

In this episode, Daulton Barry and Tyler Kozlowski discuss the offseason strategies for college athletes, emphasizing the importance of self-assessment and honest evaluation of one's skills and readiness for the next level. They explore training strategies, the significance of strength and conditioning, and the role of aerobic capacity in baseball performance. The conversation also touches on the mental aspects of training and the necessity of recovery and family time for athletes. 00:00 Introduction and Setting the Stage 10:00 Assessing Player Development and Training Needs  20:09 The Importance of Physical & Mental Recovery  28:00 Long-Distance Running and Its Role in Baseball Training 33:50 Fun Segment: Quickfire Ratings and Wrap-Up

In this inaugural episode of The Desert Shift Podcast, Dalton Barry and Dylan Gargas discuss various topics related to baseball training, including the impact of new technologies like torpedo bats, uncommon training tools, and the importance of a supportive training environment. They share their personal journeys to Driveline, highlight success stories of athletes, and provide insights into the hiring process for interns at the facility. The conversation emphasizes the significance of hard work, adaptability, and the value of community in achieving success in baseball. 00:00 Introduction to the Podcast 02:42 Opening Weekend Highlights 05:54 Impact of Torpedo Bats on Pitching 11:00 Pitching Evolution and Training Insights 20:01 Training Tools and Techniques 26:01 Personal Journeys in Baseball Training 30:41 Stadium Food and Game Day Experiences 34:19 The Social Element of Baseball Games 37:12 Driveline's Evolution and Misconceptions 39:39 The Passion Behind Driveline's Success 41:00 Celebrating Athlete Success Stories 46:14 Training Philosophy and Athlete Development 51:29 Internship Insights and Hiring Criteria

In this episode, the R&D posse: Jack, Josh, and Marek are joined by special guest Stephen Sutton Brown for a deep dive into the intersection of engineering and baseball analytics. From modeling batter perception and pitch outcomes to the evolution of swing metrics and arsenal design, the conversation explores how new data is reshaping our understanding of the game. Stephen shares key insights from his work at Baseball Prospectus and General Motors, highlighting the challenges of modeling dynamic decisions, the promise of bat tracking, and what might be next in performance analysis.  This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance.

In this episode of the Driveline Podcast, Hitting Trainers Brandon Dim and Jacob Hirsh preview the 2025 Home Run Derby — breaking down this year’s participants, what makes a great Derby swing, and why the event can actually make hitters better. They also dive into past examples like Julio Rodríguez, Bobby Witt Jr., and Juan Soto to show how pulling the ball in the air can unlock second-half success.

In this episode Jack, Josh & Marek sit down with special guest Katie Krall for a deep dive into the evolving role of analytics in player development. From advance scouting and swing decisions to defensive training and the rise of tandem starters, the conversation unpacks how players and coaches can better leverage information for on-field success. Katie shares key insights on ownership, communication, and the tools shaping the future of baseball. This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance.

In this episode, Jack, Josh & Marek dive into how model-based approaches are transforming player evaluation and development across baseball. They unpack key ideas like model stabilization, predictive accuracy, and the nonlinear relationship between velocity and pitch effectiveness. The conversation also explores how to visualize complex pitch dynamics, communicate insights to athletes, and balance objective data with a player’s feel. With practical examples and strategic takeaways, they show why building and trusting the right model is more important than ever. This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance.

In this episode, Jack, Marek and guest Director of Hitting Tanner Stokey break down how new hitting metrics from Baseball Savant are reshaping the way we evaluate and train hitters. They explore key concepts like vertical and horizontal attack angles, depth of contact, and bat path—and explain why context is critical when interpreting these numbers. Using case studies of hitters like Juan Soto, Vladimir Guerrero Jr., and Ronald Acuña Jr., they highlight how swing decisions, biomechanics, and ball flight data can be used to optimize performance at the plate. This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance.

In this episode, Jack, Josh and Marek dive into the evolving landscape of bullpen strategy, breaking down how teams are using openers, managing pitcher familiarity, and creatively deploying relievers to gain an edge. They explore how back-to-back usage, arm slots, and chronic workload impact performance, and why spring training should prepare pitchers for postseason demands. The conversation also touches on the double hook proposal, the challenges of positionless pitching, and the need for more context-aware metrics to better evaluate reliever effectiveness—all through the lens of building resilient, high-performing pitching staffs. This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance.

In this edition of The Desert Shift Podcast, Daulton Barry and Grayson Liebhardt discuss the importance of autonomy in player development, effective methods to get out of a pitching rut, and the mental preparation and pre-pitch routines necessary to have a successful outing. The concept of pitching on the offense is explored, as well as the necessity of training to perform well in-game, not in the gym. They share personal experiences throughout their careers, highlighting decisions made and lessons learned that ultimately led them down their current career paths. The episode comes to a close with a light-hearted conversation about the importance of fostering growth as a human being while training. 00:00 Introduction 01:45 Athlete Autonomy & Self-Development 10:45 Getting Out of a Rut & Pre-Pitch Routines 22:00 The Importance of Journaling Your Outings 26:12 Personal Turning Points Throughout Careers 37:15 When Did An Athlete Teach You Something? 42:48 Building Relationships & Growing as Humans

In this episode of the Driveline podcast, Connor White, Jack Lambert, and Tanner Stokey discuss the science of bat speed. They explain how increasing bat speed directly impacts exit velocity and distance, using insights from Driveline's research and MLB data. They go over effective training methods, why raw speed isn't always enough, and the importance of optimizing for game-usable speed by swinging at 90-95% of peak capacity.

In this episode, Jack, Josh & Marek discuss how data and wearable technology are revolutionizing pitching workload management. They explain how tools like Pulse and Whoop provide key insights into total stress, beyond just game throws, by tracking acute and chronic workload. This data-driven approach enables intentional strategies crucial for preventing injuries and optimizing performance for pitchers at all levels. This podcast offers a unique look into how Driveline combines research, analytics, and practical application under one roof to push baseball development forward. Whether you're a player, coach, or analytics enthusiast, you'll gain insights into the future of baseball training and performance.

In this episode of the Driveline podcast, Tanner Stokey, Connor White and Joel Condreay sit down with Corvallis Knights Head Coach Brooke Knight to discuss how summer baseball shapes player development. They cover the importance of game reps, collaboration with college coaches, and the challenges of daily play. The conversation also explores NIL, leadership, and how players can maximize both personal and athletic growth during summer leagues.