Kansas Softball

softball Spring 2026 26 players

kansas

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 3.68 is needs work (College benchmark: 2.80). WHIP 1.50 is elevated (benchmark: 1.20). Team K/BB of 1.82 is below the 3.5 standard. Healthy workload distribution across 8 arms—good rotation management. No dominant ace yet, but 7 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.
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111
#22 Anna Soles No.3 / Spot Starter
0.00 ERA 1.67 WHIP 1.5 K:BB 3 IP
Elite ERA of 0.00—well below College average of 2.80
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111
#24 Sam Claire No.3 / Spot Starter
0.00 ERA 2.00 WHIP 1.0 K:BB 1 IP
Elite ERA of 0.00—well below College average of 2.80
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110
#2 Kennedy Diggs No.2 Starter
1.05 ERA 1.28 WHIP 1.8 K:BB 13.1 IP
Strike thrower with low walk rate (0.46 BB/IP)—attacks the zone confidently
Elite ERA of 1.05—well below College average of 2.80
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103
#11 Lizzy Ludwig No.3 / Spot Starter
3.39 ERA 1.84 WHIP 1.7 K:BB 10.1 IP
Developing pitcher with room for growth
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98
#26 Chloe Barber No.3 / Spot Starter
3.21 ERA 1.20 WHIP 2.3 K:BB 28.1 IP
Strike thrower with low walk rate (0.43 BB/IP)—attacks the zone confidently
Solid WHIP of 1.20—at or above College average
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97
#3 Blakely Barber No.3 / Spot Starter
3.63 ERA 1.62 WHIP 1.9 K:BB 17.1 IP
Strike thrower with low walk rate (0.47 BB/IP)—attacks the zone confidently
High innings (17.1 IP) shows coach's trust—reliability makes them a go-to pitcher
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91
#10 Lila Partridge Developmental
5.48 ERA 1.83 WHIP 1.7 K:BB 15.1 IP
Strike thrower with low walk rate (0.46 BB/IP)—attacks the zone confidently
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85
#17 Kaelee Washington No.3 / Spot Starter
4.73 ERA 1.49 WHIP 1.6 K:BB 37 IP
Strike thrower with low walk rate (0.41 BB/IP)—attacks the zone confidently
High innings (37 IP) shows coach's trust—reliability makes them a go-to pitcher

Team Action Items

  • WHIP needs improvement: Currently 1.50 vs 1.20 target. Work on limiting baserunners through better contact management.
  • 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 Analytics
Team OPS of 1.010 is excellent (College benchmark: 0.750). Team batting 346 with 0.425 OBP and 0.585 SLG. Strikeout rate of 14% is excellent (benchmark: 20%). 24 HR with team ISO of 0.239—legitimate power throughout the lineup. 25 team SB—speed is a weapon this lineup uses well.Deep lineup with 12 hitters at or above OPS benchmark—no easy outs.
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117
#41 Hailey Cripe ●●○
1.264 OPS 0.379 AVG 0.414 ISO 13% BB
Dominant hitter with 1.264 OPS and 379 AVG—one of the best bats at the College level
Elite OPS of 1.264—far exceeds the 0.750 benchmark
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116
#22 Anna Soles ●○○
1.128 OPS 0.302 AVG 0.377 ISO 16% BB
Elite OPS of 1.128—far exceeds the 0.750 benchmark
Exceptional contact ability—8% K rate is well below average with a strong 302 AVG
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109
#5 Kadence Stafford ●○○
1.138 OPS 0.349 AVG 0.349 ISO 12% BB
Dominant hitter with 1.138 OPS and 349 AVG—one of the best bats at the College level
Elite OPS of 1.138—far exceeds the 0.750 benchmark
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109
#36 Madi Hays ○○○
0.500 OPS 0.250 AVG 0.000 ISO 0% BB
Dynamic speed threat with 5 SB—forces defenses to account for the running game
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105
#39 Aynslee Linduff ●●○
1.060 OPS 0.377 AVG 0.246 ISO 11% BB
Dominant hitter with 1.060 OPS and 377 AVG—one of the best bats at the College level
Excellent OPS of 1.060—well above College average
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104
#20 Emma Tatum ●○○
0.965 OPS 0.348 AVG 0.217 ISO 4% BB
Excellent OPS of 0.965—well above College average
Plus power with 0.217 ISO—generates extra-base hits at an elite rate
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104
#29 Brinley Ramirez ○○○
1.100 OPS 0.500 AVG 0.000 ISO 20% BB
Excellent OPS of 1.100—well above College average
Excellent plate discipline—20.0% walk rate shows a mature approach
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104
#12 September Flanagan ●○○
1.373 OPS 0.444 AVG 0.500 ISO 5% BB
Dominant hitter with 1.373 OPS and 444 AVG—one of the best bats at the College level
Elite OPS of 1.373—far exceeds the 0.750 benchmark
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101
#31 Audri Youngblood ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
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101
#15 Jaeden Murphy ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
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101
#7 Ava Wallace ●○○
1.259 OPS 0.550 AVG 0.100 ISO 9% BB
Dominant hitter with 1.259 OPS and 550 AVG—one of the best bats at the College level
Elite OPS of 1.259—far exceeds the 0.750 benchmark
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100
#75 Ella Boyer ●●○
1.085 OPS 0.333 AVG 0.334 ISO 10% BB
Dominant hitter with 1.085 OPS and 333 AVG—one of the best bats at the College level
Excellent OPS of 1.085—well above College average
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100
#25 Bailey Amezcua ●○○
0.892 OPS 0.345 AVG 0.103 ISO 14% BB
Solid OPS of 0.892—at or above benchmark
Exceptional contact ability—0% K rate is well below average with a strong 345 AVG
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97
#14 Karsen Griggs ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
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97
#13 Bailey Weber ○○○
0.250 OPS 0.125 AVG 0.000 ISO 0% BB
Developing hitter with room for growth

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
Balanced: Best of both worlds — sabermetric insight with coaching familiarity
A+ Fit Score: 878 (97.6 avg)
1 Modern Leadoff
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#25 Bailey Amezcua
100
0.345 AVG 0.444 OBP 0.448 SLG 0.892 OPS
Fit: 108/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
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#41 Hailey Cripe
117
0.379 AVG 0.471 OBP 0.793 SLG 1.264 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
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#7 Ava Wallace
101
0.550 AVG 0.609 OBP 0.650 SLG 1.259 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
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#22 Anna Soles
116
0.302 AVG 0.449 OBP 0.679 SLG 1.128 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
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#5 Kadence Stafford
109
0.349 AVG 0.440 OBP 0.698 SLG 1.138 OPS
Fit: 99/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
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#39 Aynslee Linduff
105
0.377 AVG 0.437 OBP 0.623 SLG 1.060 OPS
Fit: 93/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
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#1 Tehya Pitts
90
0.326 AVG 0.388 OBP 0.419 SLG 0.807 OPS
Fit: 87/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
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#12 September Flanagan
104
0.444 AVG 0.429 OBP 0.944 SLG 1.373 OPS
Fit: 90/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
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#4 Presley Limbaugh
92
0.339 AVG 0.453 OBP 0.387 SLG 0.840 OPS
Fit: 88/100
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

Tehya Pitts is close to Bailey Amezcua for #1 — consider platoon

Presley Limbaugh is close to Bailey Amezcua for #1 — consider platoon

Kadence Stafford is close to Bailey Amezcua for #1 — consider platoon

Bailey Amezcua is close to Bailey Amezcua for #1 — consider platoon

Hailey Cripe is close to Bailey Amezcua for #1 — consider platoon

Traditional: Classic coaching wisdom — refined with unique roles for every slot
A+ Fit Score: 870 (96.6 avg)
1 Speed/OBP Hybrid
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#25 Bailey Amezcua
100
0.345 AVG 0.444 OBP 0.448 SLG 0.892 OPS
Fit: 108/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
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#5 Kadence Stafford
109
0.349 AVG 0.440 OBP 0.698 SLG 1.138 OPS
Fit: 103/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
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#41 Hailey Cripe
117
0.379 AVG 0.471 OBP 0.793 SLG 1.264 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
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#22 Anna Soles
116
0.302 AVG 0.449 OBP 0.679 SLG 1.128 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
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#39 Aynslee Linduff
105
0.377 AVG 0.437 OBP 0.623 SLG 1.060 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
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#7 Ava Wallace
101
0.550 AVG 0.609 OBP 0.650 SLG 1.259 OPS
Fit: 83/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
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#1 Tehya Pitts
90
0.326 AVG 0.388 OBP 0.419 SLG 0.807 OPS
Fit: 88/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
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#12 September Flanagan
104
0.444 AVG 0.429 OBP 0.944 SLG 1.373 OPS
Fit: 90/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
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#4 Presley Limbaugh
92
0.339 AVG 0.453 OBP 0.387 SLG 0.840 OPS
Fit: 89/100
Second Leadoff / Depth: Sets up top of order or developmental spot

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

Platoon Opportunities

Tehya Pitts is close to Bailey Amezcua for #1 — consider platoon

Presley Limbaugh is close to Bailey Amezcua for #1 — consider platoon

Kadence Stafford is close to Bailey Amezcua for #1 — consider platoon

Bailey Amezcua is close to Bailey Amezcua for #1 — consider platoon

Hailey Cripe is close to Bailey Amezcua for #1 — consider platoon

wOBA Optimized: Data-driven — uses wOBA with tier groupings for maximum run production
A Fit Score: 784 (87.1 avg)
1 Pure Table-Setter
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#41 Hailey Cripe
117
0.379 AVG 0.471 OBP 0.793 SLG 1.264 OPS 0.516 wOBA
Fit: 103/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
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#7 Ava Wallace
101
0.550 AVG 0.609 OBP 0.650 SLG 1.259 OPS 0.556 wOBA
Fit: 103/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
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#5 Kadence Stafford
109
0.349 AVG 0.440 OBP 0.698 SLG 1.138 OPS 0.476 wOBA
Fit: 102/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
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#12 September Flanagan
104
0.444 AVG 0.429 OBP 0.944 SLG 1.373 OPS 0.527 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
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#29 Brinley Ramirez
104
0.500 AVG 0.600 OBP 0.500 SLG 1.100 OPS 0.504 wOBA
Fit: 71/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
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#22 Anna Soles
116
0.302 AVG 0.449 OBP 0.679 SLG 1.128 OPS 0.467 wOBA
Fit: 92/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
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#75 Ella Boyer
100
0.333 AVG 0.418 OBP 0.667 SLG 1.085 OPS 0.452 wOBA
Fit: 51/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
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#39 Aynslee Linduff
105
0.377 AVG 0.437 OBP 0.623 SLG 1.060 OPS 0.446 wOBA
Fit: 93/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
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#20 Emma Tatum
104
0.348 AVG 0.400 OBP 0.565 SLG 0.965 OPS 0.415 wOBA
Fit: 67/100
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

Tehya Pitts is close to Hailey Cripe for #1 — consider platoon

Presley Limbaugh is close to Hailey Cripe for #1 — consider platoon

Kadence Stafford is close to Hailey Cripe for #1 — consider platoon

Emma Tatum is close to Hailey Cripe for #1 — consider platoon

Bailey Amezcua is close to Hailey Cripe for #1 — consider platoon

Small Ball: Manufactured runs — speed, contact, and situational hitting
A+ Fit Score: 836 (92.9 avg)
1 Speed Demon
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#5 Kadence Stafford
109
0.349 AVG 0.440 OBP 0.698 SLG 1.138 OPS
Fit: 107/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
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#25 Bailey Amezcua
100
0.345 AVG 0.444 OBP 0.448 SLG 0.892 OPS
Fit: 106/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
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#39 Aynslee Linduff
105
0.377 AVG 0.437 OBP 0.623 SLG 1.060 OPS
Fit: 97/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
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#7 Ava Wallace
101
0.550 AVG 0.609 OBP 0.650 SLG 1.259 OPS
Fit: 97/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
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#22 Anna Soles
116
0.302 AVG 0.449 OBP 0.679 SLG 1.128 OPS
Fit: 93/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
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#41 Hailey Cripe
117
0.379 AVG 0.471 OBP 0.793 SLG 1.264 OPS
Fit: 87/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
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#1 Tehya Pitts
90
0.326 AVG 0.388 OBP 0.419 SLG 0.807 OPS
Fit: 86/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
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#29 Brinley Ramirez
104
0.500 AVG 0.600 OBP 0.500 SLG 1.100 OPS
Fit: 77/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
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#4 Presley Limbaugh
92
0.339 AVG 0.453 OBP 0.387 SLG 0.840 OPS
Fit: 87/100
Speed / OBP Option: Second leadoff or speed reserve

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

Platoon Opportunities

Tehya Pitts is close to Kadence Stafford for #1 — consider platoon

Presley Limbaugh is close to Kadence Stafford for #1 — consider platoon

Kadence Stafford is close to Kadence Stafford for #1 — consider platoon

Bailey Amezcua is close to Kadence Stafford for #1 — consider platoon

Hailey Cripe is close to Kadence Stafford for #1 — consider platoon

Power: Maximize slugging — stack big bats early and let them drive runs
A+ Fit Score: 893 (99.2 avg)
1 Power / OBP Hybrid
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#20 Emma Tatum
104
0.348 AVG 0.400 OBP 0.565 SLG 0.965 OPS
Fit: 107/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
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#41 Hailey Cripe
117
0.379 AVG 0.471 OBP 0.793 SLG 1.264 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
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#22 Anna Soles
116
0.302 AVG 0.449 OBP 0.679 SLG 1.128 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
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#5 Kadence Stafford
109
0.349 AVG 0.440 OBP 0.698 SLG 1.138 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
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#25 Bailey Amezcua
100
0.345 AVG 0.444 OBP 0.448 SLG 0.892 OPS
Fit: 99/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
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#39 Aynslee Linduff
105
0.377 AVG 0.437 OBP 0.623 SLG 1.060 OPS
Fit: 96/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
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#7 Ava Wallace
101
0.550 AVG 0.609 OBP 0.650 SLG 1.259 OPS
Fit: 91/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
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#12 September Flanagan
104
0.444 AVG 0.429 OBP 0.944 SLG 1.373 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
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#75 Ella Boyer
100
0.333 AVG 0.418 OBP 0.667 SLG 1.085 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment

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

Platoon Opportunities

Tehya Pitts is close to Emma Tatum for #1 — consider platoon

Kadence Stafford is close to Emma Tatum for #1 — consider platoon

Emma Tatum is close to Emma Tatum for #1 — consider platoon

Bailey Amezcua is close to Emma Tatum for #1 — consider platoon

Aynslee Linduff is close to Emma Tatum for #1 — consider platoon

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