Stanford Softball
stanford
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 3.79 is needs work (College benchmark: 2.80). WHIP 1.39 is elevated (benchmark: 1.20). Team K/BB of 1.95 is below the 3.5 standard. Top pitcher handles 42% of innings—manageable but monitor as season progresses. No dominant ace yet, but 2 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.
118
#44 Zoe Prystajko No.2 Starter
Strengths
Dominant strikeout ability with K/IP of 1.34—consistently generates swings-and-misses
Strike thrower with low walk rate (0.44 BB/IP)—attacks the zone confidently
Strong WHIP of 1.05—effective at limiting baserunners
High innings (151 IP) shows coach's trust—reliability makes them a go-to pitcher
Solid ERA of 2.92—reliable run prevention for the team
Areas to Watch
Hit 23 batters (0.15 HBP/IP)—control issue putting runners on base and risking injury
Recommendations
Throwing 42% of team innings—monitor workload to prevent fatigue in postseason
106
#14 Alyssa Houston No.3 / Spot Starter
Strengths
Solid ERA of 2.81—reliable run prevention for the team
Allows less than one hit per inning (0.83 H/IP)—tough to square up
Areas to Watch
Hit 6 batters (0.09 HBP/IP)—control issue putting runners on base and risking injury
ERA looks good but WHIP of 1.42 suggests possible regression—stranding runners at high rate
Low K/BB ratio of 1.6—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
90
#19 Anna Brewer Situational
Strengths
Strike thrower with low walk rate (0.33 BB/IP)—attacks the zone confidently
High innings (79.1 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
High WHIP of 1.62—too many baserunners create constant pressure
Hit 20 batters (0.25 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
90
#7 Ava Bulanti Situational
Strengths
Strike thrower with low walk rate (0.33 BB/IP)—attacks the zone confidently
Areas to Watch
High WHIP of 1.59—too many baserunners create constant pressure
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 1.39 vs 1.20 target. Work on limiting baserunners through better contact management.
StatLine Hitting-IQ
Powered by StatLine AnalyticsTeam OPS of 0.964 is excellent (College benchmark: 0.750). Team batting 328 with 0.412 OBP and 0.552 SLG. Strikeout rate of 13% is excellent (benchmark: 20%). 61 HR with team ISO of 0.225—legitimate power throughout the lineup. 44 team SB—speed is a weapon this lineup uses well.Deep lineup with 12 hitters at or above OPS benchmark—no easy outs.
127
#99 Taryn Kern ●●●
Strengths
Dominant hitter with 1.428 OPS and 385 AVG—one of the best bats at the College level
Elite wOBA of 0.565—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.512 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.146 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
123
#51 Ava Gall ●●●
Strengths
Dominant hitter with 1.088 OPS and 368 AVG—one of the best bats at the College level
Excellent wOBA of 0.469—well above College average
Exceptional contact ability—8% K rate is well below average with a strong 368 AVG
Plus power with 0.230 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.122 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
120
#8 Kyra Chan ●●●
Strengths
Dominant hitter with 1.171 OPS and 399 AVG—one of the best bats at the College level
Elite wOBA of 0.493—outcome-weighted offense far exceeds the 0.340 benchmark
Exceptional contact ability—8% K rate is well below average with a strong 399 AVG
Plus power with 0.282 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
105
#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
#5 Izzy Cacatian ●○○
Strengths
Solid wOBA of 0.382—at or above benchmark
Plus power with 0.254 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
101
#23 Jordana King ○○○
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
101
#18 Emily Jones ●●●
Strengths
Dominant hitter with 1.021 OPS and 408 AVG—one of the best bats at the College level
Excellent wOBA of 0.443—well above College average
Exceptional contact ability—6% K rate is well below average with a strong 408 AVG
Good power showing with 3 HR and 0.153 ISO
Dynamic speed threat with 19 SB—forces defenses to account for the running game
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
19 SB shows dynamic speed—continue smart baserunning and pick good steal situations
101
#15 Mylia Perez ●○○
Strengths
Solid wOBA of 0.351—at or above benchmark
Excellent plate selectivity—0.128 OBP premium over AVG shows a disciplined, selective approach
Dynamic speed threat with 3 SB—forces defenses to account for the running game
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
101
#25 Addyson Sheppard ●●●
Strengths
Solid wOBA of 0.355—at or above benchmark
Low strikeout rate of 10%—puts the ball in play consistently
Plus power with 0.201 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
101
#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 0.231 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
100
#34 Allison Morikawa ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Elevated strikeout rate at 33%—working on two-strike approach would help
Free swinger profile: high K rate with low walk rate—chasing pitches outside the zone
Small sample size of 3 AB—trends may change with more plate appearances
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
99
#20 Sophia Jin ●○○
Strengths
Solid wOBA of 0.370—at or above benchmark
Exceptional contact ability—7% K rate is well below average with a strong 333 AVG
Excellent plate selectivity—0.111 OBP premium over AVG shows a disciplined, selective approach
Dynamic speed threat with 3 SB—forces defenses to account for the running game
Recommendations
Good contact base—develop power by working on bat speed, launch angle, and driving through the ball
98
#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
95
#43 Ella Murchison ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Small sample size of 7 AB—trends may change with more plate appearances
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
95
#28 Adriana Callahan ●○○
Strengths
Plus power with 0.286 ISO—generates extra-base hits at an elite rate
Areas to Watch
On-base percentage of 0.238 limits offensive value—not getting on base enough
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
Team Action Items
- Team is performing above benchmark—maintain current training, focus on consistency, and prepare for pitching adjustments from opponents.
StatLine Lineup-IQ
v4 Engine 1 Modern Leadoff
#20 Sophia Jin
99
0.333 AVG 0.444 OBP 0.333 SLG 0.778 OPS
Fit: 112/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
#99 Taryn Kern
127
0.385 AVG 0.531 OBP 0.897 SLG 1.428 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
#8 Kyra Chan
120
0.399 AVG 0.490 OBP 0.681 SLG 1.171 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
#51 Ava Gall
123
0.368 AVG 0.490 OBP 0.598 SLG 1.088 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
#18 Emily Jones
101
0.408 AVG 0.461 OBP 0.561 SLG 1.021 OPS
Fit: 101/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
#1 River Mahler
89
0.351 AVG 0.398 OBP 0.462 SLG 0.860 OPS
Fit: 93/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
#15 Mylia Perez
101
0.263 AVG 0.391 OBP 0.368 SLG 0.760 OPS
Fit: 80/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
#14 Alyssa Houston
105
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
#10 Jade Berry
101
0.312 AVG 0.370 OBP 0.543 SLG 0.913 OPS
Fit: 81/100
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
Kyra Chan is close to Sophia Jin for #1 — consider platoon
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
Izzy Cacatian is close to Taryn Kern for #2 — consider platoon
1 Speed/OBP Hybrid
#20 Sophia Jin
99
0.333 AVG 0.444 OBP 0.333 SLG 0.778 OPS
Fit: 112/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
#18 Emily Jones
101
0.408 AVG 0.461 OBP 0.561 SLG 1.021 OPS
Fit: 106/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
#99 Taryn Kern
127
0.385 AVG 0.531 OBP 0.897 SLG 1.428 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
#51 Ava Gall
123
0.368 AVG 0.490 OBP 0.598 SLG 1.088 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
#8 Kyra Chan
120
0.399 AVG 0.490 OBP 0.681 SLG 1.171 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
#14 Alyssa Houston
105
1.000 AVG 1.000 OBP 1.000 SLG 2.000 OPS
Fit: 98/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
#1 River Mahler
89
0.351 AVG 0.398 OBP 0.462 SLG 0.860 OPS
Fit: 88/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
#10 Jade Berry
101
0.312 AVG 0.370 OBP 0.543 SLG 0.913 OPS
Fit: 84/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
#15 Mylia Perez
101
0.263 AVG 0.391 OBP 0.368 SLG 0.760 OPS
Fit: 85/100
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
#99 Taryn Kern
127
0.385 AVG 0.531 OBP 0.897 SLG 1.428 OPS 0.565 wOBA
Fit: 79/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
#14 Alyssa Houston
105
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
98
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
#8 Kyra Chan
120
0.399 AVG 0.490 OBP 0.681 SLG 1.171 OPS 0.493 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
#51 Ava Gall
123
0.368 AVG 0.490 OBP 0.598 SLG 1.088 OPS 0.469 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
#18 Emily Jones
101
0.408 AVG 0.461 OBP 0.561 SLG 1.021 OPS 0.443 wOBA
Fit: 98/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
#10 Jade Berry
101
0.312 AVG 0.370 OBP 0.543 SLG 0.913 OPS 0.384 wOBA
Fit: 60/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
#5 Izzy Cacatian
103
0.275 AVG 0.367 OBP 0.529 SLG 0.896 OPS 0.382 wOBA
Fit: 88/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
#1 River Mahler
89
0.351 AVG 0.398 OBP 0.462 SLG 0.860 OPS 0.375 wOBA
Fit: 88/100
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 Taryn Kern for #1 — consider platoon
Kyra Chan is close to Taryn Kern for #1 — consider platoon
Jade Berry is close to Taryn Kern for #1 — consider platoon
Alyssa Houston is close to Taryn Kern for #1 — consider platoon
Mylia Perez is close to Taryn Kern for #1 — consider platoon
1 Speed Demon
#20 Sophia Jin
99
0.333 AVG 0.444 OBP 0.333 SLG 0.778 OPS
Fit: 113/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
#8 Kyra Chan
120
0.399 AVG 0.490 OBP 0.681 SLG 1.171 OPS
Fit: 98/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
#1 River Mahler
89
0.351 AVG 0.398 OBP 0.462 SLG 0.860 OPS
Fit: 102/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
#18 Emily Jones
101
0.408 AVG 0.461 OBP 0.561 SLG 1.021 OPS
Fit: 101/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
#51 Ava Gall
123
0.368 AVG 0.490 OBP 0.598 SLG 1.088 OPS
Fit: 97/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
#14 Alyssa Houston
105
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
#10 Jade Berry
101
0.312 AVG 0.370 OBP 0.543 SLG 0.913 OPS
Fit: 57/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
#99 Taryn Kern
127
0.385 AVG 0.531 OBP 0.897 SLG 1.428 OPS
Fit: 68/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
#15 Mylia Perez
101
0.263 AVG 0.391 OBP 0.368 SLG 0.760 OPS
Fit: 82/100
Speed / OBP Option: Second leadoff or speed reserve
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Emily Jones is close to Sophia Jin for #1 — consider platoon
Sophia Jin is close to Sophia Jin for #1 — consider platoon
Kyra Chan is close to Kyra Chan for #2 — consider platoon
Emily Jones is close to Kyra Chan for #2 — consider platoon
Sophia Jin is close to Kyra Chan for #2 — consider platoon
1 Power / OBP Hybrid
#15 Mylia Perez
101
0.263 AVG 0.391 OBP 0.368 SLG 0.760 OPS
Fit: 104/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
#8 Kyra Chan
120
0.399 AVG 0.490 OBP 0.681 SLG 1.171 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
#51 Ava Gall
123
0.368 AVG 0.490 OBP 0.598 SLG 1.088 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
#99 Taryn Kern
127
0.385 AVG 0.531 OBP 0.897 SLG 1.428 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
#18 Emily Jones
101
0.408 AVG 0.461 OBP 0.561 SLG 1.021 OPS
Fit: 101/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
#1 River Mahler
89
0.351 AVG 0.398 OBP 0.462 SLG 0.860 OPS
Fit: 98/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
#20 Sophia Jin
99
0.333 AVG 0.444 OBP 0.333 SLG 0.778 OPS
Fit: 93/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
#5 Izzy Cacatian
103
0.275 AVG 0.367 OBP 0.529 SLG 0.896 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
#10 Jade Berry
101
0.312 AVG 0.370 OBP 0.543 SLG 0.913 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
River Mahler is close to Mylia Perez for #1 — consider platoon
Kyra Chan is close to Mylia Perez for #1 — consider platoon
Mylia Perez is close to Mylia Perez for #1 — consider platoon
Emily Jones is close to Mylia Perez for #1 — consider platoon
Taryn Kern is close to Mylia Perez for #1 — consider platoon