Stanford Softball
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What are StatLine IQ Scores?
StatLine IQ is a proprietary composite rating modeled on the intelligence IQ scale. Rather than relying on a single stat like ERA or batting average, each score synthesizes multiple performance dimensions into one number — making it easy to compare players across different strengths. A score of 100 represents the league average; every 15 points is one standard deviation above or below.
StatLine Pitching-IQ weighs ERA, WHIP, strikeout rate, command (K:BB),
and innings durability — a dominant ace with elite control scores far higher than ERA alone would suggest.
StatLine Hitting-IQ combines OPS, contact quality, plate discipline,
and speed — rewarding complete hitters who get on base, drive the ball, and create pressure on the bases.
StatLine Pitching-IQ
Powered by StatLine AnalyticsTeam ERA of 4.04 is needs work (College benchmark: 2.80). WHIP 1.44 is elevated (benchmark: 1.20). Team K/BB of 2.08 is below the 3.5 standard. Top pitcher handles 43% of innings—manageable but monitor as season progresses. No dominant ace yet, but 3 solid pitchers provide good options—spread innings to develop all arms evenly. 1 pitcher(s) still working on fundamentals—give them low-pressure innings to build confidence.
116
#44 Zoe Prystajko No.2 Starter
Strengths
Dominant strikeout ability with K/IP of 1.44—consistently generates swings-and-misses
Solid K/BB ratio of 3.7—good command with effective pitch mix
Strike thrower with low walk rate (0.39 BB/IP)—attacks the zone confidently
Strong WHIP of 1.08—effective at limiting baserunners
High innings (110.2 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
Hit 20 batters (0.18 HBP/IP)—control issue putting runners on base and risking injury
Recommendations
Advanced development: experiment with pitch sequencing, study opposing hitters, work on situational pitching
Throwing 43% of team innings—monitor workload to prevent fatigue in postseason
99
#14 Alyssa Houston No.3 / Spot Starter
Strengths
Allows less than one hit per inning (0.82 H/IP)—tough to square up
Areas to Watch
ERA looks good but WHIP of 1.50 suggests possible regression—stranding runners at high rate
Low K/BB ratio of 1.7—needs to develop better putaway ability
Recommendations
First-pitch strike emphasis: aim for 65%+ first-pitch-strike rate through better early-count aggression
Underlying numbers suggest tougher times ahead—proactively improve WHIP through better location
95
#7 Ava Bulanti No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.37 BB/IP)—attacks the zone confidently
Areas to Watch
ERA looks good but WHIP of 1.52 suggests possible regression—stranding runners at high rate
Very poor K/BB ratio of 1.0—walks more than they strike out
Recommendations
Develop putaway pitch through bullpen sequencing—practice getting ahead 0-1, then finishing with secondary pitch
Strikeout development: add velocity work, develop sharper breaking pitch, practice two-strike putaway approach
Underlying numbers suggest tougher times ahead—proactively improve WHIP through better location
86
#19 Anna Brewer Situational
Strengths
Strike thrower with low walk rate (0.30 BB/IP)—attacks the zone confidently
High innings (59.2 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
High WHIP of 1.64—too many baserunners create constant pressure
Hit 16 batters (0.27 HBP/IP)—control issue putting runners on base and risking injury
Recommendations
First-pitch strike emphasis: aim for 65%+ first-pitch-strike rate through better early-count aggression
Contact quality work: add movement/deception to induce weaker contact—change speeds more frequently
68
#6 Elena Krause Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 2.22—too many baserunners create constant pressure
Hit 3 batters (0.09 HBP/IP)—control issue putting runners on base and risking injury
Very poor K/BB ratio of 0.6—walks more than they strike out
ERA of 6.87 indicates significant struggles—focus on fundamentals
Recommendations
Develop putaway pitch through bullpen sequencing—practice getting ahead 0-1, then finishing with secondary pitch
Command-first approach: simplify to one primary pitch, work on hitting spots, then gradually add secondary offerings
Team Action Items
- WHIP needs improvement: Currently 1.44 vs 1.20 target. Work on limiting baserunners through better contact management.
StatLine Hitting-IQ
Powered by StatLine AnalyticsTeam OPS of 0.979 is excellent (College benchmark: 0.750). Team batting 334 with 0.415 OBP and 0.565 SLG. Strikeout rate of 12% is excellent (benchmark: 20%). 47 HR with team ISO of 0.230—legitimate power throughout the lineup. 24 team SB—speed is a weapon this lineup uses well.Deep lineup with 12 hitters at or above OPS benchmark—no easy outs.
130
#99 Taryn Kern ●●●
Strengths
Dominant hitter with 1.517 OPS and 412 AVG—one of the best bats at the College level
Elite wOBA of 0.596—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.553 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.140 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Elite performance across metrics—focus on pitch selection refinement and preparing for adjusted approaches from opposing pitchers
Recommendations
Elite level reached—focus on maintaining mechanics, adjusting to pitcher adjustments, and driving the ball in key situations
Continue driving the ball—look for pitches in the zone to elevate and maintain aggressive approach in hitter's counts
116
#8 Kyra Chan ●●●
Strengths
Dominant hitter with 1.137 OPS and 400 AVG—one of the best bats at the College level
Elite wOBA of 0.481—outcome-weighted offense far exceeds the 0.340 benchmark
Exceptional contact ability—5% K rate is well below average with a strong 400 AVG
Plus power with 0.258 ISO—generates extra-base hits at an elite rate
Areas to Watch
Elite performance across metrics—focus on pitch selection refinement and preparing for adjusted approaches from opposing pitchers
Recommendations
Elite level reached—focus on maintaining mechanics, adjusting to pitcher adjustments, and driving the ball in key situations
Continue driving the ball—look for pitches in the zone to elevate and maintain aggressive approach in hitter's counts
114
#51 Ava Gall ●●○
Strengths
Excellent wOBA of 0.432—well above College average
Exceptional contact ability—9% K rate is well below average with a strong 333 AVG
Plus power with 0.173 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.132 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
103
#14 Alyssa Houston ○○○
Strengths
Elite wOBA of 0.900—outcome-weighted offense far exceeds the 0.340 benchmark
Exceptional contact ability—0% K rate is well below average with a strong 1000 AVG
Areas to Watch
BABIP of 1.000 is elevated—batting average may regress as luck normalizes
Very limited sample (1 AB)—too early to draw reliable conclusions
Recommendations
Good contact base—develop power by working on bat speed, launch angle, and driving through the ball
BABIP suggests some luck in current average—focus on hitting line drives and hard contact to sustain performance
Continue building at-bats—more data will allow better analysis and more targeted recommendations
103
#6 Elena Krause ○○○
Strengths
Elite wOBA of 0.720—outcome-weighted offense far exceeds the 0.340 benchmark
Excellent plate selectivity—1.000 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Very limited sample (0 AB)—too early to draw reliable conclusions
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
103
#25 Addyson Sheppard ●●●
Strengths
Solid wOBA of 0.389—at or above benchmark
Exceptional contact ability—9% K rate is well below average with a strong 294 AVG
Plus power with 0.252 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
102
#18 Emily Jones ●●●
Strengths
Dominant hitter with 1.016 OPS and 394 AVG—one of the best bats at the College level
Excellent wOBA of 0.438—well above College average
Exceptional contact ability—6% K rate is well below average with a strong 394 AVG
Plus power with 0.175 ISO—generates extra-base hits at an elite rate
Areas to Watch
Elite performance across metrics—focus on pitch selection refinement and preparing for adjusted approaches from opposing pitchers
Recommendations
Elite level reached—focus on maintaining mechanics, adjusting to pitcher adjustments, and driving the ball in key situations
Continue driving the ball—look for pitches in the zone to elevate and maintain aggressive approach in hitter's counts
100
#34 Allison Morikawa ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Elevated strikeout rate at 50%—working on two-strike approach would help
Free swinger profile: high K rate with low walk rate—chasing pitches outside the zone
Very limited sample (2 AB)—too early to draw reliable conclusions
Recommendations
Priority: Two-strike approach work—shorten swing, expand zone awareness, and focus on putting the ball in play
Improve plate selectivity: work counts, take more pitches early, and improve strike zone recognition to widen the OBP-AVG gap
Continue building at-bats—more data will allow better analysis and more targeted recommendations
100
#10 Jade Berry ●●●
Strengths
Solid wOBA of 0.384—at or above benchmark
Low strikeout rate of 13%—puts the ball in play consistently
Plus power with 0.222 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
99
#43 Ella Murchison ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Small sample size of 3 AB—trends may change with more plate appearances
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
99
#20 Sophia Jin ●○○
Strengths
Excellent wOBA of 0.392—well above College average
Exceptional contact ability—7% K rate is well below average with a strong 357 AVG
Excellent plate selectivity—0.114 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
BABIP of 0.385 is elevated—batting average may regress as luck normalizes
Recommendations
Good contact base—develop power by working on bat speed, launch angle, and driving through the ball
BABIP suggests some luck in current average—focus on hitting line drives and hard contact to sustain performance
99
#5 Izzy Cacatian ●○○
Strengths
Solid wOBA of 0.385—at or above benchmark
Low strikeout rate of 14%—puts the ball in play consistently
Plus power with 0.238 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
99
#15 Mylia Perez ●○○
Strengths
Excellent plate selectivity—0.115 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
96
#44 Zoe Prystajko ●○○
Strengths
Dominant hitter with 1.003 OPS and 421 AVG—one of the best bats at the College level
Excellent wOBA of 0.445—well above College average
Areas to Watch
Elite performance across metrics—focus on pitch selection refinement and preparing for adjusted approaches from opposing pitchers
Recommendations
Elite level reached—focus on maintaining mechanics, adjusting to pitcher adjustments, and driving the ball in key situations
94
#28 Adriana Callahan ●○○
Strengths
Plus power with 0.334 ISO—generates extra-base hits at an elite rate
BABIP of 0.231 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
On-base percentage of 0.222 limits offensive value—not getting on base enough
Recommendations
Improve plate selectivity: work counts, take more pitches early, and improve strike zone recognition to widen the OBP-AVG gap
Low BABIP suggests bad luck—maintain current approach, results should improve with more plate appearances
Team Action Items
- Lineup is dominant—shift focus to situational hitting: productive outs, moving runners, and clutch hitting drills for postseason preparation.
StatLine Lineup-IQ
v4 Engine 1 Modern Leadoff
#20 Sophia Jin
99
0.357 AVG 0.471 OBP 0.357 SLG 0.828 OPS
Fit: 113/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
#99 Taryn Kern
130
0.412 AVG 0.552 OBP 0.965 SLG 1.517 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
#18 Emily Jones
102
0.394 AVG 0.447 OBP 0.569 SLG 1.016 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
#8 Kyra Chan
116
0.400 AVG 0.479 OBP 0.658 SLG 1.137 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
#1 River Mahler
89
0.341 AVG 0.387 OBP 0.472 SLG 0.859 OPS
Fit: 100/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
#51 Ava Gall
114
0.333 AVG 0.465 OBP 0.506 SLG 0.972 OPS
Fit: 94/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
#15 Mylia Perez
99
0.235 AVG 0.350 OBP 0.353 SLG 0.703 OPS
Fit: 74/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
#14 Alyssa Houston
103
1.000 AVG 1.000 OBP 1.000 SLG 2.000 OPS
Fit: 95/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
#25 Addyson Sheppard
103
0.294 AVG 0.364 OBP 0.546 SLG 0.910 OPS
Fit: 84/100
Speed or Depth: Dynamic — speed leadoff or offensive depth
Balanced strategy: your best overall hitter is promoted to the 2-hole per modern run-expectancy research.
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Emily Jones is close to Sophia Jin for #1 — consider platoon
Sophia Jin is close to Sophia Jin for #1 — consider platoon
River Mahler is close to Taryn Kern for #2 — consider platoon
Sydney Boulaphinh is close to Taryn Kern for #2 — consider platoon
Izzy Cacatian is close to Taryn Kern for #2 — consider platoon
1 Speed/OBP Hybrid
#20 Sophia Jin
99
0.357 AVG 0.471 OBP 0.357 SLG 0.828 OPS
Fit: 113/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
#18 Emily Jones
102
0.394 AVG 0.447 OBP 0.569 SLG 1.016 OPS
Fit: 106/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
#99 Taryn Kern
130
0.412 AVG 0.552 OBP 0.965 SLG 1.517 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
#8 Kyra Chan
116
0.400 AVG 0.479 OBP 0.658 SLG 1.137 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
#51 Ava Gall
114
0.333 AVG 0.465 OBP 0.506 SLG 0.972 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
#14 Alyssa Houston
103
1.000 AVG 1.000 OBP 1.000 SLG 2.000 OPS
Fit: 98/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
#15 Mylia Perez
99
0.235 AVG 0.350 OBP 0.353 SLG 0.703 OPS
Fit: 74/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
#25 Addyson Sheppard
103
0.294 AVG 0.364 OBP 0.546 SLG 0.910 OPS
Fit: 87/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
#1 River Mahler
89
0.341 AVG 0.387 OBP 0.472 SLG 0.859 OPS
Fit: 92/100
Second Leadoff / Depth: Sets up top of order or developmental spot
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Emily Jones is close to Sophia Jin for #1 — consider platoon
Sophia Jin is close to Sophia Jin for #1 — consider platoon
Kyra Chan is close to Emily Jones for #2 — consider platoon
Emily Jones is close to Emily Jones for #2 — consider platoon
Sophia Jin is close to Emily Jones for #2 — consider platoon
1 Pure Table-Setter
#6 Elena Krause
103
0.000 AVG 1.000 OBP 0.000 SLG 1.000 OPS 0.720 wOBA
Fit: 70/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
#14 Alyssa Houston
103
1.000 AVG 1.000 OBP 1.000 SLG 2.000 OPS 0.900 wOBA
Fit: 74/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
#44 Zoe Prystajko
96
0.421 AVG 0.476 OBP 0.526 SLG 1.003 OPS 0.445 wOBA
Fit: 79/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
#99 Taryn Kern
130
0.412 AVG 0.552 OBP 0.965 SLG 1.517 OPS 0.596 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
#8 Kyra Chan
116
0.400 AVG 0.479 OBP 0.658 SLG 1.137 OPS 0.481 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
#18 Emily Jones
102
0.394 AVG 0.447 OBP 0.569 SLG 1.016 OPS 0.438 wOBA
Fit: 98/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
#51 Ava Gall
114
0.333 AVG 0.465 OBP 0.506 SLG 0.972 OPS 0.432 wOBA
Fit: 60/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
#20 Sophia Jin
99
0.357 AVG 0.471 OBP 0.357 SLG 0.828 OPS 0.392 wOBA
Fit: 70/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
#25 Addyson Sheppard
103
0.294 AVG 0.364 OBP 0.546 SLG 0.910 OPS 0.389 wOBA
Fit: 82/100
Tier 3 — Bottom: Lowest wOBA — minimal damage position
wOBA Optimized: Players placed by tier using estimated softball linear weights. Tier 1 (slots 1,2,4) are your 3 best run-producers.
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
River Mahler is close to Elena Krause for #1 — consider platoon
Izzy Cacatian is close to Elena Krause for #1 — consider platoon
Elena Krause is close to Elena Krause for #1 — consider platoon
Kyra Chan is close to Elena Krause for #1 — consider platoon
Jade Berry is close to Elena Krause for #1 — consider platoon
1 Speed Demon
#18 Emily Jones
102
0.394 AVG 0.447 OBP 0.569 SLG 1.016 OPS
Fit: 110/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
#20 Sophia Jin
99
0.357 AVG 0.471 OBP 0.357 SLG 0.828 OPS
Fit: 107/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
#1 River Mahler
89
0.341 AVG 0.387 OBP 0.472 SLG 0.859 OPS
Fit: 103/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
#8 Kyra Chan
116
0.400 AVG 0.479 OBP 0.658 SLG 1.137 OPS
Fit: 102/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
#51 Ava Gall
114
0.333 AVG 0.465 OBP 0.506 SLG 0.972 OPS
Fit: 94/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
#14 Alyssa Houston
103
1.000 AVG 1.000 OBP 1.000 SLG 2.000 OPS
Fit: 69/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
#15 Mylia Perez
99
0.235 AVG 0.350 OBP 0.353 SLG 0.703 OPS
Fit: 74/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
#25 Addyson Sheppard
103
0.294 AVG 0.364 OBP 0.546 SLG 0.910 OPS
Fit: 72/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
#99 Taryn Kern
130
0.412 AVG 0.552 OBP 0.965 SLG 1.517 OPS
Fit: 62/100
Speed / OBP Option: Second leadoff or speed reserve
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Emily Jones is close to Emily Jones for #1 — consider platoon
Sophia Jin is close to Emily Jones for #1 — consider platoon
Kyra Chan is close to Sophia Jin for #2 — consider platoon
Sophia Jin is close to Sophia Jin for #2 — consider platoon
River Mahler is close to River Mahler for #3 — consider platoon
1 Power / OBP Hybrid
#18 Emily Jones
102
0.394 AVG 0.447 OBP 0.569 SLG 1.016 OPS
Fit: 108/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
#99 Taryn Kern
130
0.412 AVG 0.552 OBP 0.965 SLG 1.517 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
#8 Kyra Chan
116
0.400 AVG 0.479 OBP 0.658 SLG 1.137 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
#51 Ava Gall
114
0.333 AVG 0.465 OBP 0.506 SLG 0.972 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
#1 River Mahler
89
0.341 AVG 0.387 OBP 0.472 SLG 0.859 OPS
Fit: 100/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
#25 Addyson Sheppard
103
0.294 AVG 0.364 OBP 0.546 SLG 0.910 OPS
Fit: 94/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
#20 Sophia Jin
99
0.357 AVG 0.471 OBP 0.357 SLG 0.828 OPS
Fit: 94/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
#10 Jade Berry
100
0.310 AVG 0.372 OBP 0.532 SLG 0.904 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
#5 Izzy Cacatian
99
0.310 AVG 0.362 OBP 0.548 SLG 0.909 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Kyra Chan is close to Emily Jones for #1 — consider platoon
Mylia Perez is close to Emily Jones for #1 — consider platoon
Emily Jones is close to Emily Jones for #1 — consider platoon
River Mahler is close to Taryn Kern for #2 — consider platoon
Sydney Boulaphinh is close to Taryn Kern for #2 — consider platoon