Minnesota Softball
minnesota
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 4.49 is needs work (College benchmark: 2.80). WHIP 1.61 is elevated (benchmark: 1.20). Team K/BB of 1.99 is below the 3.5 standard. Top pitcher handles 44% of innings—manageable but monitor as season progresses. Limited depth with 1 pitcher(s) ready for game action—prioritize developing additional arms. 2 pitcher(s) still working on fundamentals—give them low-pressure innings to build confidence.
111
#11 Sydney Schwartz No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.37 BB/IP)—attacks the zone confidently
High innings (115.2 IP) shows coach's trust—reliability makes them a go-to pitcher
Solid ERA of 3.03—reliable run prevention for the team
Allows less than one hit per inning (0.89 H/IP)—tough to square up
Recommendations
Throwing 44% of team innings—monitor workload to prevent fatigue in postseason
94
#12 Macy Richardson Situational
Strengths
Strike thrower with low walk rate (0.43 BB/IP)—attacks the zone confidently
Areas to Watch
High WHIP of 1.75—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
88
#77 Kylinn Stangl Developmental
Strengths
Strike thrower with low walk rate (0.28 BB/IP)—attacks the zone confidently
Areas to Watch
High WHIP of 1.96—too many baserunners create constant pressure
Allows 1.71 hits per inning—hitters are squaring them up frequently
ERA of 6.11 indicates significant struggles—focus on fundamentals
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
73
#7 Natalie Susa Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 2.17—too many baserunners create constant pressure
Low K/BB ratio of 1.3—needs to develop better putaway ability
Allows 1.58 hits per inning—hitters are squaring them up frequently
ERA of 7.41 indicates significant struggles—focus on fundamentals
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
Team Action Items
- Team WHIP of 1.61 is well above the 1.20 benchmark. Focus on command refinement and pitch location awareness.
- Increase strikeout capability from 0.84 to 1.0+ K/IP. Develop sharper secondary pitches and practice two-strike sequences.
StatLine Hitting-IQ
Powered by StatLine AnalyticsTeam OPS of 0.696 is average (College benchmark: 0.750). Team batting 254 with 0.321 OBP and 0.375 SLG. Strikeout rate of 17% is solid (benchmark: 20%). 25 HR with team ISO of 0.121—legitimate power throughout the lineup.3 core hitters performing above benchmark—middle of the order is solid.
108
#4 Maggie Werner ●●○
Strengths
Dominant hitter with 0.981 OPS and 340 AVG—one of the best bats at the College level
Excellent wOBA of 0.431—well above College average
Plus power with 0.194 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.107 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
100
#11 Sydney Schwartz ●○○
Strengths
Solid wOBA of 0.343—at or above benchmark
Plus power with 0.227 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.135 OBP premium over AVG shows a disciplined, selective approach
BABIP of 0.219 suggests bad luck—likely to see AVG rise with more at-bats
Recommendations
Focus on fundamentals: tee work, soft toss, and timing drills to improve barrel-to-ball consistency
Low BABIP suggests bad luck—maintain current approach, results should improve with more plate appearances
100
#8 Tara Wolocko ●●●
Strengths
Solid wOBA of 0.361—at or above benchmark
Low strikeout rate of 6%—puts the ball in play consistently
Plus power with 0.213 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
86
#34 Cassie Johnson ●●○
Strengths
Good power showing with 3 HR and 0.149 ISO
Areas to Watch
On-base percentage of 0.327 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
82
#24 Jae Cosgriff ●●○
Strengths
Good power showing with 3 HR and 0.156 ISO
Areas to Watch
On-base percentage of 0.306 limits offensive value—not getting on base enough
Recommendations
Reduce strikeouts through improved pitch recognition—practice identifying off-speed pitches earlier in the count
81
#22 Kennedy Jacobson ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Elevated strikeout rate at 100%—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 (1 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
78
#77 Kylinn Stangl ●○○
Strengths
Excellent plate selectivity—0.120 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Elevated strikeout rate at 35%—working on two-strike approach would help
Limited power with 0.050 ISO—needs to drive the ball with more authority
On-base percentage of 0.320 limits offensive value—not getting on base enough
Recommendations
Priority: Two-strike approach work—shorten swing, expand zone awareness, and focus on putting the ball in play
Focus on fundamentals: tee work, soft toss, and timing drills to improve barrel-to-ball consistency
77
#81 Jessa Snippes ●●●
Strengths
Developing hitter with room for growth
Areas to Watch
Limited power with 0.054 ISO—needs to drive the ball with more authority
Recommendations
Good contact base—develop power by working on bat speed, launch angle, and driving through the ball
77
#15 Keali Cochran ●○○
Strengths
Excellent plate selectivity—0.137 OBP premium over AVG shows a disciplined, selective approach
BABIP of 0.176 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
wOBA of 0.223 is well below the 0.340 benchmark—overall offensive production needs improvement
Limited power with -0.000 ISO—needs to drive the ball with more authority
On-base percentage of 0.280 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: tee work, soft toss, and timing drills to improve barrel-to-ball consistency
Low BABIP suggests bad luck—maintain current approach, results should improve with more plate appearances
76
#10 Cameron Chard ●○○
Strengths
BABIP of 0.111 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
wOBA of 0.135 is well below the 0.340 benchmark—overall offensive production needs improvement
Limited power with -0.000 ISO—needs to drive the ball with more authority
On-base percentage of 0.167 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: tee work, soft toss, and timing drills to improve barrel-to-ball consistency
Low BABIP suggests bad luck—maintain current approach, results should improve with more plate appearances
75
#2 Tinley Easton ●●●
Strengths
Low strikeout rate of 13%—puts the ball in play consistently
Good power showing with 3 HR and 0.128 ISO
Areas to Watch
On-base percentage of 0.286 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
74
#20 Scarlett Kuhn ●●○
Strengths
Low strikeout rate of 14%—puts the ball in play consistently
Areas to Watch
On-base percentage of 0.321 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
71
#6 Lucy Hooper ●●○
Strengths
Excellent plate selectivity—0.107 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Limited power with 0.011 ISO—needs to drive the ball with more authority
On-base percentage of 0.330 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
69
#33 Brooklyn Jones ●●●
Strengths
Developing hitter with room for growth
Areas to Watch
On-base percentage of 0.276 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: tee work, soft toss, and timing drills to improve barrel-to-ball consistency
Team Action Items
- Continue current development—focus on hitting fundamentals, plate discipline, and building offensive confidence.
StatLine Lineup-IQ
v4 Engine 1 Modern Leadoff
#4 Maggie Werner
108
0.340 AVG 0.447 OBP 0.534 SLG 0.981 OPS
Fit: 96/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
#8 Tara Wolocko
100
0.279 AVG 0.343 OBP 0.492 SLG 0.835 OPS
Fit: 100/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
#20 Scarlett Kuhn
74
0.292 AVG 0.321 OBP 0.396 SLG 0.717 OPS
Fit: 89/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
#24 Jae Cosgriff
82
0.234 AVG 0.306 OBP 0.390 SLG 0.696 OPS
Fit: 101/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
#2 Tinley Easton
75
0.256 AVG 0.286 OBP 0.384 SLG 0.670 OPS
Fit: 87/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
#81 Jessa Snippes
77
0.270 AVG 0.359 OBP 0.324 SLG 0.683 OPS
Fit: 76/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
#6 Lucy Hooper
71
0.223 AVG 0.330 OBP 0.234 SLG 0.564 OPS
Fit: 49/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
#34 Cassie Johnson
86
0.245 AVG 0.327 OBP 0.394 SLG 0.721 OPS
Fit: 72/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
#11 Sydney Schwartz
100
0.205 AVG 0.340 OBP 0.432 SLG 0.772 OPS
Fit: 70/100
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
Maggie Werner is close to Maggie Werner for #1 — consider platoon
Tinley Easton is close to Tara Wolocko for #2 — consider platoon
Maggie Werner is close to Tara Wolocko for #2 — consider platoon
Tara Wolocko is close to Tara Wolocko for #2 — consider platoon
Sydney Schwartz is close to Tara Wolocko for #2 — consider platoon
1 Speed/OBP Hybrid
#4 Maggie Werner
108
0.340 AVG 0.447 OBP 0.534 SLG 0.981 OPS
Fit: 92/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
#20 Scarlett Kuhn
74
0.292 AVG 0.321 OBP 0.396 SLG 0.717 OPS
Fit: 56/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
#8 Tara Wolocko
100
0.279 AVG 0.343 OBP 0.492 SLG 0.835 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
#24 Jae Cosgriff
82
0.234 AVG 0.306 OBP 0.390 SLG 0.696 OPS
Fit: 100/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
#11 Sydney Schwartz
100
0.205 AVG 0.340 OBP 0.432 SLG 0.772 OPS
Fit: 92/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
#2 Tinley Easton
75
0.256 AVG 0.286 OBP 0.384 SLG 0.670 OPS
Fit: 59/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
#81 Jessa Snippes
77
0.270 AVG 0.359 OBP 0.324 SLG 0.683 OPS
Fit: 56/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
#34 Cassie Johnson
86
0.245 AVG 0.327 OBP 0.394 SLG 0.721 OPS
Fit: 72/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
#6 Lucy Hooper
71
0.223 AVG 0.330 OBP 0.234 SLG 0.564 OPS
Fit: 59/100
Second Leadoff / Depth: Sets up top of order or developmental spot
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Maggie Werner is close to Maggie Werner for #1 — consider platoon
Tinley Easton is close to Scarlett Kuhn for #2 — consider platoon
Maggie Werner is close to Scarlett Kuhn for #2 — consider platoon
Lucy Hooper is close to Scarlett Kuhn for #2 — consider platoon
Tara Wolocko is close to Scarlett Kuhn for #2 — consider platoon
1 Pure Table-Setter
#8 Tara Wolocko
100
0.279 AVG 0.343 OBP 0.492 SLG 0.835 OPS 0.361 wOBA
Fit: 73/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
#4 Maggie Werner
108
0.340 AVG 0.447 OBP 0.534 SLG 0.981 OPS 0.431 wOBA
Fit: 106/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
#81 Jessa Snippes
77
0.270 AVG 0.359 OBP 0.324 SLG 0.683 OPS 0.318 wOBA
Fit: 80/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
#11 Sydney Schwartz
100
0.205 AVG 0.340 OBP 0.432 SLG 0.772 OPS 0.343 wOBA
Fit: 93/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
#34 Cassie Johnson
86
0.245 AVG 0.327 OBP 0.394 SLG 0.721 OPS 0.320 wOBA
Fit: 86/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
#20 Scarlett Kuhn
74
0.292 AVG 0.321 OBP 0.396 SLG 0.717 OPS 0.316 wOBA
Fit: 78/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
#24 Jae Cosgriff
82
0.234 AVG 0.306 OBP 0.390 SLG 0.696 OPS 0.308 wOBA
Fit: 55/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
#2 Tinley Easton
75
0.256 AVG 0.286 OBP 0.384 SLG 0.670 OPS 0.291 wOBA
Fit: 83/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
#6 Lucy Hooper
71
0.223 AVG 0.330 OBP 0.234 SLG 0.564 OPS 0.276 wOBA
Fit: 65/100
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
Maggie Werner is close to Tara Wolocko for #1 — consider platoon
Tara Wolocko is close to Tara Wolocko for #1 — consider platoon
Maggie Werner is close to Maggie Werner for #2 — consider platoon
Tara Wolocko is close to Maggie Werner for #2 — consider platoon
Sydney Schwartz is close to Maggie Werner for #2 — consider platoon
1 Speed Demon
#4 Maggie Werner
108
0.340 AVG 0.447 OBP 0.534 SLG 0.981 OPS
Fit: 88/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
#6 Lucy Hooper
71
0.223 AVG 0.330 OBP 0.234 SLG 0.564 OPS
Fit: 59/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
#20 Scarlett Kuhn
74
0.292 AVG 0.321 OBP 0.396 SLG 0.717 OPS
Fit: 81/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
#8 Tara Wolocko
100
0.279 AVG 0.343 OBP 0.492 SLG 0.835 OPS
Fit: 96/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
#2 Tinley Easton
75
0.256 AVG 0.286 OBP 0.384 SLG 0.670 OPS
Fit: 70/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
#81 Jessa Snippes
77
0.270 AVG 0.359 OBP 0.324 SLG 0.683 OPS
Fit: 39/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
#34 Cassie Johnson
86
0.245 AVG 0.327 OBP 0.394 SLG 0.721 OPS
Fit: 37/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
#15 Keali Cochran
77
0.143 AVG 0.280 OBP 0.143 SLG 0.423 OPS
Fit: 49/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
#24 Jae Cosgriff
82
0.234 AVG 0.306 OBP 0.390 SLG 0.696 OPS
Fit: 53/100
Speed / OBP Option: Second leadoff or speed reserve
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Maggie Werner is close to Maggie Werner for #1 — consider platoon
Maggie Werner is close to Lucy Hooper for #2 — consider platoon
Lucy Hooper is close to Lucy Hooper for #2 — consider platoon
Tara Wolocko is close to Lucy Hooper for #2 — consider platoon
Tinley Easton is close to Scarlett Kuhn for #3 — consider platoon
1 Power / OBP Hybrid
#11 Sydney Schwartz
100
0.205 AVG 0.340 OBP 0.432 SLG 0.772 OPS
Fit: 83/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
#4 Maggie Werner
108
0.340 AVG 0.447 OBP 0.534 SLG 0.981 OPS
Fit: 104/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
#8 Tara Wolocko
100
0.279 AVG 0.343 OBP 0.492 SLG 0.835 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
#24 Jae Cosgriff
82
0.234 AVG 0.306 OBP 0.390 SLG 0.696 OPS
Fit: 101/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
#20 Scarlett Kuhn
74
0.292 AVG 0.321 OBP 0.396 SLG 0.717 OPS
Fit: 84/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
#2 Tinley Easton
75
0.256 AVG 0.286 OBP 0.384 SLG 0.670 OPS
Fit: 87/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
#81 Jessa Snippes
77
0.270 AVG 0.359 OBP 0.324 SLG 0.683 OPS
Fit: 69/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
#34 Cassie Johnson
86
0.245 AVG 0.327 OBP 0.394 SLG 0.721 OPS
Fit: 92/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
#33 Brooklyn Jones
69
0.207 AVG 0.276 OBP 0.288 SLG 0.564 OPS
Fit: 69/100
Wildcard: Speed option or extra power — dynamic assignment
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Tinley Easton is close to Sydney Schwartz for #1 — consider platoon
Maggie Werner is close to Sydney Schwartz for #1 — consider platoon
Tara Wolocko is close to Sydney Schwartz for #1 — consider platoon
Sydney Schwartz is close to Sydney Schwartz for #1 — consider platoon
Scarlett Kuhn is close to Sydney Schwartz for #1 — consider platoon