Minnesota Softball

softball Spring 2026 19 players

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.

70Poor
85Below Avg
100Average
115Above Avg
130+Elite
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 Analytics
Team ERA of 4.91 is needs work (College benchmark: 2.80). WHIP 1.68 is elevated (benchmark: 1.20). Team K/BB of 2.18 is below the 3.5 standard. Top pitcher handles 39% of innings—manageable but monitor as season progresses. Limited depth with 1 pitcher(s) ready for game action—prioritize developing additional arms. 1 pitcher(s) still working on fundamentals—give them low-pressure innings to build confidence.
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99
#11 Sydney Schwartz No.3 / Spot Starter
3.12 ERA 1.40 WHIP 2.5 K:BB 49.1 IP
Strike thrower with low walk rate (0.45 BB/IP)—attacks the zone confidently
High innings (49.1 IP) shows coach's trust—reliability makes them a go-to pitcher
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94
#77 Kylinn Stangl Situational
5.92 ERA 1.62 WHIP 2.3 K:BB 13 IP
Strike thrower with low walk rate (0.31 BB/IP)—attacks the zone confidently
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88
#12 Macy Richardson Situational
4.26 ERA 1.66 WHIP 2.4 K:BB 47.2 IP
Strike thrower with low walk rate (0.36 BB/IP)—attacks the zone confidently
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63
#7 Natalie Susa Developmental
11.12 ERA 2.59 WHIP 1.3 K:BB 17 IP
Developing pitcher with room for growth

Team Action Items

  • Team WHIP of 1.68 is well above the 1.20 benchmark. Focus on command refinement and pitch location awareness.

StatLine Hitting-IQ

Powered by StatLine Analytics
Team OPS of 0.722 is average (College benchmark: 0.750). Team batting 254 with 0.326 OBP and 0.396 SLG. Strikeout rate of 16% is solid (benchmark: 20%). 13 HR with team ISO of 0.142—legitimate power throughout the lineup.3 core hitters performing above benchmark—middle of the order is solid.
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99
#8 Tara Wolocko ●●○
0.969 OPS 0.277 AVG 0.354 ISO 8% BB
Excellent OPS of 0.969—well above College average
Low strikeout rate of 2%—puts the ball in play consistently
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93
#20 Scarlett Kuhn ●○○
1.080 OPS 0.422 AVG 0.178 ISO 8% BB
Dominant hitter with 1.080 OPS and 422 AVG—one of the best bats at the College level
Excellent OPS of 1.080—well above College average
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91
#4 Maggie Werner ●○○
0.845 OPS 0.270 AVG 0.162 ISO 15% BB
Solid OPS of 0.845—at or above benchmark
Good power showing with 2 HR and 0.162 ISO
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83
#33 Brooklyn Jones ●●○
0.654 OPS 0.214 AVG 0.143 ISO 10% BB
Developing hitter with room for growth
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81
#34 Cassie Johnson ●○○
0.682 OPS 0.229 AVG 0.171 ISO 5% BB
Plus power with 0.171 ISO—generates extra-base hits at an elite rate
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81
#81 Jessa Snippes ●●○
0.731 OPS 0.254 AVG 0.102 ISO 13% BB
Developing hitter with room for growth
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80
#24 Jae Cosgriff ●○○
0.588 OPS 0.194 AVG 0.129 ISO 9% BB
BABIP of 0.227 suggests bad luck—likely to see AVG rise with more at-bats
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79
#11 Sydney Schwartz ●○○
0.685 OPS 0.200 AVG 0.100 ISO 8% BB
Developing hitter with room for growth
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77
#77 Kylinn Stangl ●○○
0.434 OPS 0.167 AVG -0.000 ISO 13% BB
Developing hitter with room for growth
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77
#15 Keali Cochran ●○○
0.466 OPS 0.188 AVG -0.001 ISO 11% BB
Low strikeout rate of 13%—puts the ball in play consistently
BABIP of 0.214 suggests bad luck—likely to see AVG rise with more at-bats
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76
#10 Cameron Chard ●○○
0.258 OPS 0.091 AVG -0.000 ISO 7% BB
BABIP of 0.111 suggests bad luck—likely to see AVG rise with more at-bats
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74
#6 Lucy Hooper ●○○
0.737 OPS 0.308 AVG 0.019 ISO 13% BB
Low strikeout rate of 13%—puts the ball in play consistently
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67
#2 Tinley Easton ●●○
0.550 OPS 0.213 AVG 0.115 ISO 2% BB
Low strikeout rate of 11%—puts the ball in play consistently
BABIP of 0.222 suggests bad luck—likely to see AVG rise with more at-bats

Team Action Items

  • Continue current development—focus on hitting fundamentals, plate discipline, and building offensive confidence.

StatLine Lineup-IQ

v4 Engine
Balanced: Best of both worlds — sabermetric insight with coaching familiarity
A- Fit Score: 745 (82.8 avg)
1 Modern Leadoff
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#4 Maggie Werner
91
0.270 AVG 0.413 OBP 0.432 SLG 0.845 OPS
Fit: 98/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
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#20 Scarlett Kuhn
93
0.422 AVG 0.480 OBP 0.600 SLG 1.080 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
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#81 Jessa Snippes
81
0.254 AVG 0.375 OBP 0.356 SLG 0.731 OPS
Fit: 83/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
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#8 Tara Wolocko
99
0.277 AVG 0.338 OBP 0.631 SLG 0.969 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
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#34 Cassie Johnson
81
0.229 AVG 0.282 OBP 0.400 SLG 0.682 OPS
Fit: 80/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
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#6 Lucy Hooper
74
0.308 AVG 0.410 OBP 0.327 SLG 0.737 OPS
Fit: 88/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
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#24 Jae Cosgriff
80
0.194 AVG 0.265 OBP 0.323 SLG 0.588 OPS
Fit: 57/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
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#2 Tinley Easton
67
0.213 AVG 0.222 OBP 0.328 SLG 0.550 OPS
Fit: 64/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
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#33 Brooklyn Jones
83
0.214 AVG 0.297 OBP 0.357 SLG 0.654 OPS
Fit: 67/100
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

Maggie Werner is close to Scarlett Kuhn for #2 — consider platoon

Tara Wolocko is close to Scarlett Kuhn for #2 — consider platoon

Sydney Schwartz is close to Scarlett Kuhn for #2 — consider platoon

Scarlett Kuhn is close to Scarlett Kuhn for #2 — consider platoon

Traditional: Classic coaching wisdom — refined with unique roles for every slot
B+ Fit Score: 708 (78.6 avg)
1 Speed/OBP Hybrid
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#24 Jae Cosgriff
80
0.194 AVG 0.265 OBP 0.323 SLG 0.588 OPS
Fit: 71/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
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#20 Scarlett Kuhn
93
0.422 AVG 0.480 OBP 0.600 SLG 1.080 OPS
Fit: 79/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
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#4 Maggie Werner
91
0.270 AVG 0.413 OBP 0.432 SLG 0.845 OPS
Fit: 102/100
Best Hitter: Most complete offensive player
4 Power / RBI
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#8 Tara Wolocko
99
0.277 AVG 0.338 OBP 0.631 SLG 0.969 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
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#33 Brooklyn Jones
83
0.214 AVG 0.297 OBP 0.357 SLG 0.654 OPS
Fit: 93/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
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#15 Keali Cochran
77
0.188 AVG 0.278 OBP 0.188 SLG 0.466 OPS
Fit: 53/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
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#2 Tinley Easton
67
0.213 AVG 0.222 OBP 0.328 SLG 0.550 OPS
Fit: 51/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
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#81 Jessa Snippes
81
0.254 AVG 0.375 OBP 0.356 SLG 0.731 OPS
Fit: 74/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
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#6 Lucy Hooper
74
0.308 AVG 0.410 OBP 0.327 SLG 0.737 OPS
Fit: 81/100
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 Jae Cosgriff for #1 — consider platoon

Scarlett Kuhn is close to Jae Cosgriff for #1 — consider platoon

Jae Cosgriff is close to Jae Cosgriff for #1 — consider platoon

Maggie Werner is close to Scarlett Kuhn for #2 — consider platoon

Tara Wolocko is close to Scarlett Kuhn for #2 — consider platoon

wOBA Optimized: Data-driven — uses wOBA with tier groupings for maximum run production
B Fit Score: 653 (72.6 avg)
1 Pure Table-Setter
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#4 Maggie Werner
91
0.270 AVG 0.413 OBP 0.432 SLG 0.845 OPS 0.383 wOBA
Fit: 92/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
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#20 Scarlett Kuhn
93
0.422 AVG 0.480 OBP 0.600 SLG 1.080 OPS 0.471 wOBA
Fit: 106/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
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#81 Jessa Snippes
81
0.254 AVG 0.375 OBP 0.356 SLG 0.731 OPS 0.338 wOBA
Fit: 85/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
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#8 Tara Wolocko
99
0.277 AVG 0.338 OBP 0.631 SLG 0.969 OPS 0.402 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
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#6 Lucy Hooper
74
0.308 AVG 0.410 OBP 0.327 SLG 0.737 OPS 0.348 wOBA
Fit: 52/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
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#11 Sydney Schwartz
79
0.200 AVG 0.385 OBP 0.300 SLG 0.685 OPS 0.336 wOBA
Fit: 50/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
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#34 Cassie Johnson
81
0.229 AVG 0.282 OBP 0.400 SLG 0.682 OPS 0.293 wOBA
Fit: 34/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
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#33 Brooklyn Jones
83
0.214 AVG 0.297 OBP 0.357 SLG 0.654 OPS 0.290 wOBA
Fit: 79/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
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#24 Jae Cosgriff
80
0.194 AVG 0.265 OBP 0.323 SLG 0.588 OPS 0.264 wOBA
Fit: 53/100
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 Maggie Werner for #1 — consider platoon

Scarlett Kuhn is close to Maggie Werner for #1 — consider platoon

Maggie Werner is close to Scarlett Kuhn for #2 — consider platoon

Tara Wolocko is close to Scarlett Kuhn for #2 — consider platoon

Sydney Schwartz is close to Scarlett Kuhn for #2 — consider platoon

Small Ball: Manufactured runs — speed, contact, and situational hitting
B- Fit Score: 614 (68.2 avg)
1 Speed Demon
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#4 Maggie Werner
91
0.270 AVG 0.413 OBP 0.432 SLG 0.845 OPS
Fit: 96/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
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#8 Tara Wolocko
99
0.277 AVG 0.338 OBP 0.631 SLG 0.969 OPS
Fit: 71/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
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#20 Scarlett Kuhn
93
0.422 AVG 0.480 OBP 0.600 SLG 1.080 OPS
Fit: 99/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
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#2 Tinley Easton
67
0.213 AVG 0.222 OBP 0.328 SLG 0.550 OPS
Fit: 73/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
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#81 Jessa Snippes
81
0.254 AVG 0.375 OBP 0.356 SLG 0.731 OPS
Fit: 69/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
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#6 Lucy Hooper
74
0.308 AVG 0.410 OBP 0.327 SLG 0.737 OPS
Fit: 51/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
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#24 Jae Cosgriff
80
0.194 AVG 0.265 OBP 0.323 SLG 0.588 OPS
Fit: 59/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
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#15 Keali Cochran
77
0.188 AVG 0.278 OBP 0.188 SLG 0.466 OPS
Fit: 62/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
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#11 Sydney Schwartz
79
0.200 AVG 0.385 OBP 0.300 SLG 0.685 OPS
Fit: 34/100
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 Tara Wolocko for #2 — consider platoon

Lucy Hooper is close to Tara Wolocko for #2 — consider platoon

Tara Wolocko is close to Tara Wolocko for #2 — consider platoon

Scarlett Kuhn is close to Tara Wolocko for #2 — consider platoon

Power: Maximize slugging — stack big bats early and let them drive runs
A+ Fit Score: 822 (91.3 avg)
1 Power / OBP Hybrid
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#24 Jae Cosgriff
80
0.194 AVG 0.265 OBP 0.323 SLG 0.588 OPS
Fit: 91/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
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#20 Scarlett Kuhn
93
0.422 AVG 0.480 OBP 0.600 SLG 1.080 OPS
Fit: 104/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
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#4 Maggie Werner
91
0.270 AVG 0.413 OBP 0.432 SLG 0.845 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
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#8 Tara Wolocko
99
0.277 AVG 0.338 OBP 0.631 SLG 0.969 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
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#2 Tinley Easton
67
0.213 AVG 0.222 OBP 0.328 SLG 0.550 OPS
Fit: 78/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
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#81 Jessa Snippes
81
0.254 AVG 0.375 OBP 0.356 SLG 0.731 OPS
Fit: 84/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
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#6 Lucy Hooper
74
0.308 AVG 0.410 OBP 0.327 SLG 0.737 OPS
Fit: 82/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
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#34 Cassie Johnson
81
0.229 AVG 0.282 OBP 0.400 SLG 0.682 OPS
Fit: 89/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
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#33 Brooklyn Jones
83
0.214 AVG 0.297 OBP 0.357 SLG 0.654 OPS
Fit: 88/100
Wildcard: Speed option or extra power — dynamic assignment

5 platoon opportunity(ies) identified — see platoons for details.

Platoon Opportunities

Maggie Werner is close to Jae Cosgriff for #1 — consider platoon

Tara Wolocko is close to Jae Cosgriff for #1 — consider platoon

Sydney Schwartz is close to Jae Cosgriff for #1 — consider platoon

Scarlett Kuhn is close to Jae Cosgriff for #1 — consider platoon

Jae Cosgriff is close to Jae Cosgriff for #1 — consider platoon

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