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By Pioneer AI & DataPioneer Pennant
Pioneer Pennant · two tools for softball families

College softball,by the numbers.

Pioneer Pennant Process finds the college where she'll actually play: all 978 NCAA schools with real majors, real cost after aid, and every coaching staff on file, scored against your athlete. Pioneer Pennant Charts breaks down every Division I team, pitch by pitch, free.

NCAA D1, D2 & D3Real cost after aidEvery D1 team chartedNumbers re-checked by code
Pioneer Pennant Process · a fit report1 of 581
1. Ashland University
D2 · Ashland, OH · 1h from home
  • major Nursing: 131 grads a year
  • cost $21,988/yr after aid
  • recruiting you attended their camp
  1. 2. Lewis University93
  2. 3. Saginaw Valley State University92
Jordan is a sample athlete: class of 2027, Ohio, nursing. The schools and their numbers are real.
978
NCAA softball programs
582
D1 and D2 programs scored for fit
307
D1 teams charted, free
3
Divisions: D1, D2, D3
A look inside

See the real thing before you sign up for anything.

Seven screens from Process and Charts, as they are today. The athlete is a sample; the schools, teams, and numbers are real.

1 / 7
A fit report with Ashland University ranked first at 93 and Lewis University second, each with its reasons listed.
Process

Every program, scored against her

Every D1 and D2 school ranked for one athlete, best first, with the reason for each score written out.

Take the Process tour
The softball program section of the Ashland University page: players by class year and a roster outlook table by position.
Process

The roster the year she arrives

Who is still at her position when her class walks in, counted from the current roster on every school page.

Open Ashland University
A map of the United States with a dot for each NCAA softball school, colored by division.
Process

Every program on one map

Each NCAA softball school is a dot. Set your spot and a radius to see what is really within reach.

Open the map
A Top Ten list of three schools, each with recruiting steps checked off and a next step button.
Process

Her Top Ten, with the next step

The schools she actually wants, in order, each showing what has happened and what to do next.

Take the Process tour
The Texas team page: record, runs per game, team ERA, and charts of runs scored per game and by month.
Charts

A full page on every D1 team

The official record, then the parts the NCAA does not publish: the count, plate discipline, and where the ball goes.

Open the Texas page
The player board: a sortable table of Division I hitters with filters for conference and team.
Charts

Every player in Division I

Search by name, filter by conference or team, and sort on any column, from batting average to WAR.

Search the player board
The Top 25 table from the sabermetric season, with composite rating, strength of schedule, wRC+, WAR, and title odds.
Charts

The sabermetric season

Opponent-adjusted rankings, run values, WAR, and title odds, fit on softball itself.

Read the season
For families
Pioneer Pennant Process · for families

Everything the recruiting search needs, in one place.

Build your athlete's profile once, student first and softball last. Process does the research families usually piece together from school sites and spreadsheets, and it shows its work.

The school finder

Every NCAA softball school, filtered by division, region, major, cost, size, and how the program hits.

A fit score with the why

All 582 D1 and D2 programs scored against your athlete, and every score explained line by line.

Coaches and rosters

Every coaching staff on file, and who is still on the roster at her position the year her class arrives.

Will it pay off?

The school’s real net price and the degree’s real pay, against scholarship, NIL, and family money, before anyone signs.

Her recruiting desk

A recruiting log, coach emails she finishes in her own words, and a one-page profile sheet to print.

Coach-change alerts

We re-check every head coach through the year, and you can get an email when a staff on your list changes.

Pioneer Pennant Charts · free

Every D1 softball team, analyzed pitch by pitch.

The whole 2026 Division I season, reconstructed pitch by pitch from public play-by-play and checked against the official record. Browse by conference, open any team's full analysis, or search season stats for every player in the country.

Fig. 1Rankings

The 2026 top five

An opponent-adjusted composite of two ratings that disagree on purpose.

#TeamRecordComposite
1Texas SEC51-122.62
2Alabama SEC55-82.59
3Texas Tech Big 1260-92.53
4Nebraska Big Ten50-82.53
5Arkansas SEC46-122.49
All the rankings
Fig. 2Run values

What each hit is worth

Runs a batting outcome adds on average, fit on the 2026 season's own play-by-play.

Table view
OutcomeRuns
Walk0.82
Single0.93
Double1.41
Triple1.73
Home run1.88
Linear weights and run expectancy
Fig. 3Players

The most valuable hitters

Wins above replacement, built on run values fit to softball itself.

PlayerwRC+WAR
Jordan Woolery UCLA · Sr35410.1
Megan Grant UCLA · Sr3409.7
Katie Stewart Texas · Jr3067.8
Taylor Shumaker Florida · So2677.7
Rylee Slimp UCLA · So2677.1
Search every player
Get new Charts findings by emailA few times a month. No spam, no card, unsubscribe anytime.
Go where she will play
Why it's different

Not another recruiting service.

  • By people in the gameBuilt for families doing this for the first time, by people who have sat in the same bleachers. Nothing here is sold on fear.
  • Numbers you can checkCost after aid and pay by degree come from federal data, and every season number we publish is re-checked by code first.
  • Go where she will playEvery fit score is built on one rule: go where you are going to play, not as high as you can go.

The rule this site lives by: go where you're going to play, not as high as you can go. A roster spot you never leave the bench for isn't a fit.