Cutsio Blog

How to Analyze Baseball Game Footage by Inning, Pitcher, and Situation

The fastest way to analyze baseball game footage by inning, pitcher, and situation is to upload game recordings to Cutsio and use visual intelligence to search for specific at-bats, pitches, and defensive plays by describing them.

How do you analyze baseball game footage by inning, pitcher, and situation?

The fastest way to analyze baseball game footage by inning, pitcher, and situation is to upload game recordings to Cutsio and use visual intelligence to search for specific at-bats, pitches, and defensive plays by describing them. Instead of scrubbing through hours of game footage to find a specific batter's second at-bat or a pitcher's performance in high-leverage situations, coaches can search for what they need in seconds.

Baseball is a game of discrete events. Each pitch, each at-bat, and each defensive play is a self-contained moment. But finding those moments in game footage requires knowing approximately when they happened. A 3-hour baseball broadcast contains roughly 250 to 300 pitches. A coach looking for every at-bat by a specific hitter must watch the full game or rely on a pitch-by-pitch log. Cutsio makes every at-bat, pitch, and defensive play searchable across your entire library.

Why is traditional baseball video analysis so slow?

Baseball video analysis suffers from the sport's low event density. A 3-hour broadcast contains roughly 18 minutes of actual action — the time between when the pitcher releases the ball and the play ends. The remaining 162 minutes are between-pitch dead time, commercial breaks, and between-inning breaks. A coach searching for a specific at-bat must scrub through hours of dead time to find seconds of action.

The manual logging required for comprehensive analysis is staggering. A pitching coach evaluating a starter's performance needs to review every pitch. For a 100-pitch outing, that means finding and reviewing 100 individual moments. Each pitch must be evaluated for location, velocity, movement, and result. Without a searchable index, the coach must either scroll through the full broadcast to find each pitch or rely on a pitch-by-pitch log created by an assistant.

The terminology problem is significant. One coach describes a pitch as a "backdoor cutter" while another calls it a "cut fastball away." When the coaching staff searches for pitches using different terminology, they miss relevant data. Cutsio's visual intelligence bypasses this by recognizing pitch types from the visual characteristics of the pitch movement rather than relying on consistent labeling.

How does visual intelligence index baseball game footage?

Upload game footage to Cutsio. Multimodal visual intelligence analyzes every frame of every broadcast. It identifies innings, at-bats, pitch types, and defensive plays from the visual content of the broadcast alongside the commentary transcript.

| Search Query | What Cutsio Finds | Analysis Use |

|---|---|---|

| "third inning" | Every pitch and play from the third inning | Inning-by-inning review |

| "pitcher #34" | Every pitch by pitcher #34 | Pitching evaluation |

| "batter #12" | Every at-bat by batter #12 | Hitter evaluation |

| "strikeout" | Every strikeout across all games | Dominant pitch identification |

| "home run" | Every home run | Power analysis |

| "double play" | Every double play | Defensive evaluation |

Searching for "pitcher #34 strikeout" returns every strikeout by that pitcher. Searching for "batter #12 home run" returns every home run by that hitter. The results show the inning, count, pitch type, and result of each moment.

How do you evaluate pitcher performance by pitch type?

Pitcher evaluation requires analyzing each pitch type separately. A scouting report on an opposing pitcher needs to know how his fastball, curveball, slider, and changeup perform against left-handed and right-handed batters in different counts.

Cutsio's visual intelligence recognizes pitch types from visual movement patterns. A coach preparing for an opposing pitcher searches for "pitcher #34 fastball" and gets every fastball from every game the pitcher appeared in. The results show the velocity indicator, location, count, and outcome of each fastball. The coach can see whether the fastball is effective up in the zone or down, whether it plays better against lefties or righties, and how it holds up late in games.

| Pitch Search | Evaluation Focus | What to Look For |

|---|---|---|

| "fastball first pitch" | First-pitch fastball tendency | Getting ahead in the count |

| "slider two strikes" | Put-away pitch effectiveness | Two-strike approach |

| "changeup vs lefty" | Off-speed vs same-side hitters | Platoon splits |

| "curveball behind in count" | Secondary pitch when behind | Pitch confidence |

| "fastball velocity 95+" | Velocity band analysis | Stuff evaluation |

For deeper analysis, a coach can search for specific pitch sequences. "Fastball then curveball" returns every at-bat where the pitcher started with a fastball and followed with a curveball. The results show how often batters are fooled by the sequence and whether the pattern is predictable. For more on building scouting reports, read our guide to building scouting reports from game footage.

How do you analyze situational hitting?

Hitting analysis requires understanding how a batter performs in specific situations. A cleanup hitter who struggles with runners in scoring position but excels with the bases empty has a different profile than a clutch hitter. Traditional analysis requires logging every at-bat with its game situation.

Cutsio's visual intelligence recognizes on-base situations from the broadcast graphics. A coach evaluating a hitter searches for "batter #12 runners in scoring position" and gets every at-bat where that hitter came to the plate with runners on second or third.

| Hitter Search | Situation | Evaluation Focus |

|---|---|---|

| "batter #12 RISP" | Runners in scoring position | Clutch performance |

| "batter #12 two outs" | Two-out situations | Two-out production |

| "batter #12 leading off" | Leading off an inning | First-pitch approach |

| "batter #12 lefty pitcher" | Platoon situations | Split analysis |

| "batter #12 late innings" | 7th inning or later | Late-game performance |

For deeper analysis, a coach can search for specific count situations. "Batter #12 full count" returns every at-bat that reached a full count. The results show whether the hitter protects the plate with two strikes or expands the zone. For more on player-level evaluation, read our guide to building a player evaluation library from game film.

How do Collections organize baseball footage by series and opponent?

Collections in Cutsio allow baseball coaches to organize game footage by series, opponent, and season. A coaching staff preparing for a 3-game series against a division rival creates a Collection containing all recent games against that opponent. The entire Collection is searchable at once.

For long-term evaluation, a Collection can span multiple seasons. A general manager evaluating a free agent pitcher searches for "pitcher #34" across a Collection containing every start from the last 3 seasons. The results show every pitch from every start, providing a complete evaluation that single-season scouting cannot match.

How does Agentic Chat help baseball coaches find specific situations?

Cutsio's Agentic Chat allows baseball coaches to search for complex game situations using natural language. A pitching coach can ask "Show me every curveball thrown by pitcher #34 with two strikes and two outs" or "Find all hits allowed by pitcher #34 on the first pitch of an at-bat." Agentic Chat returns the relevant pitches by analyzing both the visual content and the game context.

For advanced scouting, a coach can ask "How does pitcher #34 perform against left-handed batters in the sixth inning or later?" Agentic Chat identifies every sixth-inning-or-later at-bat against left-handed batters and returns a comparative analysis with supporting clips.

FAQ

Can Cutsio distinguish between different pitch types visually?

Yes. Visual intelligence recognizes pitch types by analyzing the movement pattern of the ball from release to the plate. Fastballs, curveballs, sliders, changeups, and cutters are classified by their visual characteristics.

Does Cutsio recognize pickoff attempts and defensive plays?

Yes. Pickoff attempts, double plays, outfield assists, and other defensive plays are indexed and searchable.

How long does a 3-hour baseball broadcast take to index?

A 3-hour broadcast takes approximately 5 minutes to process. A 3-game series can be indexed in about 15 minutes.

Can I search for specific counts like "3-2 count" or "0-2 count"?

Yes. Searching for "3-2" or "full count" returns every pitch thrown in that count. Combine with other terms for deeper analysis.

Can I share compiled pitching reports with my staff?

Yes. Compile selected pitches and share via link or export as MP4, FCPXML, or EDL for further analysis in your NLE.