From CSV to report in seconds
Know what you already have
Trackman, Yakkertech, and Rapsodo each export a CSV with every pitch. That raw file is the input to every option below.
Decide who does the work
Software, a staff analyst, or a coach with a spreadsheet — this is the real decision, and it drives cost more than any feature list.
Match the tool to your season
Weekly turnaround needs are very different from an offseason pitch-design project. Pick for the cadence you actually run.
Vendor portals
Your tracking system likely includes its own dashboard. Strong for raw data and system-specific views; usually built around the vendor’s own ecosystem rather than the cross-source, print-and-hand-to-a-player workflow coaches want.
Spreadsheets
Free, infinitely flexible, and the most common starting point. The cost is time — every report is manual, formulas break when a column moves, and nobody else on staff can maintain the file.
A staff analyst
The most powerful option and the most expensive. A student worker or dedicated analyst can answer questions software cannot — but salaries run far past software pricing, and the knowledge leaves when they graduate.
Dedicated report software
Purpose-built tools that take the CSV and produce finished reports. The trade-off is less flexibility than a spreadsheet in exchange for consistency and speed.
The questions that actually decide it
Start with turnaround time, because it eliminates options fastest. If you need a report in a coach’s hands the morning after a game, a manual spreadsheet workflow will not survive a season — somebody has to rebuild it every single time, usually late at night, and it is the first thing dropped when the schedule gets busy. If you only analyze in the offseason, manual work is far more viable and the calculus changes completely.
Then ask who else needs to use it. A spreadsheet built by one assistant coach is a single point of failure: when that person is unavailable, or leaves, the capability leaves too. Anything the whole staff relies on weekly should be something more than one person can operate. This is the most common reason programs move off spreadsheets, and it usually happens at the worst possible moment.
Ask which data sources you need to support. Many programs have Trackman for games and Rapsodo for bullpens, and those files look nothing alike — a bullpen has no counts, no batters, and no called strikes, so game-outcome stats like CSW% and first-pitch strike rate are meaningless in a pen. Tools that ignore that distinction will show you a wall of zeroed-out stats. If you use more than one system, handling both properly is a hard requirement, not a nice-to-have.
Finally, ask who the output is for. Reports meant for a pitching coordinator can be dense. Reports meant to hand a 17-year-old need to be readable, and reports meant to be sent to college recruiters need to look professional and be shareable as a link or PDF. These are genuinely different design targets, and a tool that nails one may be wrong for another.
On budget, the honest framing is opportunity cost rather than sticker price. A part-time analytics student worker typically runs several hundred to over a thousand dollars a month; report software is generally a small fraction of that. The question is not whether software is cheap in absolute terms, but whether the hours it returns to your staff are worth more than what it costs.
Common questions
Do I need analytics software if I already have Trackman?
They solve different problems. Trackman captures the data; the question is what turns that CSV into something a coach can read and a player can use. Some programs do that in spreadsheets, some hire an analyst, some use dedicated report software. If your data is currently sitting in files nobody opens, the capture side is not your bottleneck.
What is the cheapest way to get pitching reports?
A spreadsheet you build yourself is free in dollars and expensive in hours — realistically a few hours per report once you include formatting. Most report tools have a free tier worth testing before you commit; PitchFilthy includes 5 reports a month with no credit card so you can compare the output against your own spreadsheet before deciding.
Can one tool handle Trackman, Yakkertech, and Rapsodo?
It should, and it should treat them differently. Trackman and Yakkertech game files carry full game context, so they support outcome stats and umpire/framing analysis. Rapsodo bullpens do not, so a good tool switches to a session layout that drops game-outcome stats instead of showing empty columns. PitchFilthy auto-detects the source and adjusts.
What should I look for in a demo?
Upload your own file, not the vendor’s sample. Check three things: how long a report actually takes end to end, whether you can fix mistagged pitch types (auto-tagging routinely calls sinkers fastballs), and whether the output is something you would genuinely hand a player. Sample data always looks clean; your data will not.
Is this worth it for a high school program?
It depends almost entirely on whether you have tracking data at all. If you have access to a Trackman or Rapsodo unit — your own, a facility’s, or a showcase export — then yes, because the data is otherwise going unused. If you do not have tracked data, software cannot help you yet.
Try it with your own CSV
Free to start — 5 reports a month, no credit card required.