Iowa State Softball

softball Spring 2026 25 players

iowa-state

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 4.08 is needs work (College benchmark: 2.80). WHIP 1.78 is elevated (benchmark: 1.20). Team K/BB of 0.95 is below the 3.5 standard. Top pitcher handles 35% of innings—manageable but monitor as season progresses. Limited depth with 1 pitcher(s) ready for game action—prioritize developing additional arms. 4 pitcher(s) still working on fundamentals—give them low-pressure innings to build confidence.
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108
#10 Hailey Holtz Developmental
14.00 ERA 4.00 WHIP 0.0 K:BB 1 IP
Developing pitcher with room for growth
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98
#45 Jaiden Ralston No.3 / Spot Starter
3.44 ERA 1.28 WHIP 2.1 K:BB 20.1 IP
Strike thrower with low walk rate (0.35 BB/IP)—attacks the zone confidently
Solid ERA of 3.44—reliable run prevention for the team
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85
#4 Ava Mullen Developmental
3.64 ERA 1.84 WHIP 0.5 K:BB 32.2 IP
High innings (32.2 IP) shows coach's trust—reliability makes them a go-to pitcher
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84
#88 Lauren Schurman Developmental
4.04 ERA 1.87 WHIP 0.9 K:BB 43.1 IP
High innings (43.1 IP) shows coach's trust—reliability makes them a go-to pitcher
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81
#1 Liv Palumbo Developmental
4.89 ERA 1.89 WHIP 1.5 K:BB 24.1 IP
Strike thrower with low walk rate (0.41 BB/IP)—attacks the zone confidently

Team Action Items

  • Team WHIP of 1.78 is well above the 1.20 benchmark. Focus on command refinement and pitch location awareness.
  • Strikeout rate of 0.60 K/IP is low (4 pitchers under 0.7). Develop putaway pitches and work on two-strike approach.

StatLine Hitting-IQ

Powered by StatLine Analytics
Team OPS of 1.008 is excellent (College benchmark: 0.750). Team batting 352 with 0.425 OBP and 0.584 SLG. Strikeout rate of 14% is excellent (benchmark: 20%). 25 HR with team ISO of 0.232—legitimate power throughout the lineup.Deep lineup with 9 hitters at or above OPS benchmark—no easy outs.
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110
#12 Jessie Clemons ●●○
1.057 OPS 0.412 AVG 0.220 ISO 8% BB
Dominant hitter with 1.057 OPS and 412 AVG—one of the best bats at the College level
Excellent OPS of 1.057—well above College average
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110
#9 Karlee Ford ●●○
1.087 OPS 0.387 AVG 0.242 ISO 13% BB
Dominant hitter with 1.087 OPS and 387 AVG—one of the best bats at the College level
Excellent OPS of 1.087—well above College average
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109
#24 Reagan Bartholomew ●●○
1.214 OPS 0.426 AVG 0.295 ISO 13% BB
Dominant hitter with 1.214 OPS and 426 AVG—one of the best bats at the College level
Elite OPS of 1.214—far exceeds the 0.750 benchmark
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109
#25 Sydney Malott ●○○
1.255 OPS 0.423 AVG 0.308 ISO 14% BB
Dominant hitter with 1.255 OPS and 423 AVG—one of the best bats at the College level
Elite OPS of 1.255—far exceeds the 0.750 benchmark
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106
#17 Ava Wilmes ○○○
1.000 OPS 0.500 AVG 0.000 ISO 0% BB
Excellent OPS of 1.000—well above College average
Exceptional contact ability—0% K rate is well below average with a strong 500 AVG
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105
#50 Ashley Minor ○○○
0.500 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
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105
#18 Kylee Espinoza ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
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104
#22 Tatum Johnson ●●○
1.055 OPS 0.364 AVG 0.257 ISO 11% BB
Dominant hitter with 1.055 OPS and 364 AVG—one of the best bats at the College level
Excellent OPS of 1.055—well above College average
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103
#14 Hayleigh Oliver ●○○
1.091 OPS 0.364 AVG 0.363 ISO 0% BB
Dominant hitter with 1.091 OPS and 364 AVG—one of the best bats at the College level
Excellent OPS of 1.091—well above College average
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103
#29 Tiana Poole ●○○
1.150 OPS 0.400 AVG 0.250 ISO 14% BB
Dominant hitter with 1.150 OPS and 400 AVG—one of the best bats at the College level
Elite OPS of 1.150—far exceeds the 0.750 benchmark
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100
#16 Victoria Prado ○○○
0.453 OPS 0.167 AVG -0.000 ISO 14% BB
Developing hitter with room for growth
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98
#20 Kadence Shepherd ●●○
0.893 OPS 0.250 AVG 0.300 ISO 11% BB
Solid OPS of 0.893—at or above benchmark
Low strikeout rate of 15%—puts the ball in play consistently
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97
#28 Kasey Kane ●○○
0.961 OPS 0.340 AVG 0.200 ISO 12% BB
Excellent OPS of 0.961—well above College average
Low strikeout rate of 12%—puts the ball in play consistently
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96
#8 Isabelle Nosan ●○○
0.083 OPS 0.000 AVG 0.000 ISO 8% BB
Low strikeout rate of 10%—puts the ball in play consistently
BABIP of 0.000 suggests bad luck—likely to see AVG rise with more at-bats
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90
#6 Mckenna Andrews ●○○
0.602 OPS 0.225 AVG 0.000 ISO 17% BB
Low strikeout rate of 8%—puts the ball in play consistently
Dynamic speed threat with 6 SB—forces defenses to account for the running game

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: 856 (95.1 avg)
1 Modern Leadoff
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#12 Jessie Clemons
110
0.412 AVG 0.425 OBP 0.632 SLG 1.057 OPS
Fit: 108/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
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#9 Karlee Ford
110
0.387 AVG 0.458 OBP 0.629 SLG 1.087 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
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#17 Ava Wilmes
106
0.500 AVG 0.500 OBP 0.500 SLG 1.000 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
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#24 Reagan Bartholomew
109
0.426 AVG 0.493 OBP 0.721 SLG 1.214 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
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#28 Kasey Kane
97
0.340 AVG 0.421 OBP 0.540 SLG 0.961 OPS
Fit: 96/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
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#22 Tatum Johnson
104
0.364 AVG 0.434 OBP 0.621 SLG 1.055 OPS
Fit: 88/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
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#6 Mckenna Andrews
90
0.225 AVG 0.377 OBP 0.225 SLG 0.602 OPS
Fit: 84/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
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#14 Hayleigh Oliver
103
0.364 AVG 0.364 OBP 0.727 SLG 1.091 OPS
Fit: 83/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
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#25 Sydney Malott
109
0.423 AVG 0.524 OBP 0.731 SLG 1.255 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

Jessie Clemons is close to Jessie Clemons for #1 — consider platoon

Karlee Ford is close to Karlee Ford for #2 — consider platoon

Jessie Clemons is close to Karlee Ford for #2 — consider platoon

Hayleigh Oliver is close to Karlee Ford for #2 — consider platoon

Kadence Shepherd is close to Karlee Ford for #2 — consider platoon

Traditional: Classic coaching wisdom — refined with unique roles for every slot
A+ Fit Score: 847 (94.1 avg)
1 Speed/OBP Hybrid
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#12 Jessie Clemons
110
0.412 AVG 0.425 OBP 0.632 SLG 1.057 OPS
Fit: 108/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
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#6 Mckenna Andrews
90
0.225 AVG 0.377 OBP 0.225 SLG 0.602 OPS
Fit: 89/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
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#9 Karlee Ford
110
0.387 AVG 0.458 OBP 0.629 SLG 1.087 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
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#24 Reagan Bartholomew
109
0.426 AVG 0.493 OBP 0.721 SLG 1.214 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
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#25 Sydney Malott
109
0.423 AVG 0.524 OBP 0.731 SLG 1.255 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
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#17 Ava Wilmes
106
0.500 AVG 0.500 OBP 0.500 SLG 1.000 OPS
Fit: 98/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
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#22 Tatum Johnson
104
0.364 AVG 0.434 OBP 0.621 SLG 1.055 OPS
Fit: 75/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
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#28 Kasey Kane
97
0.340 AVG 0.421 OBP 0.540 SLG 0.961 OPS
Fit: 87/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
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#14 Hayleigh Oliver
103
0.364 AVG 0.364 OBP 0.727 SLG 1.091 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

Jessie Clemons is close to Jessie Clemons for #1 — consider platoon

Mckenna Andrews is close to Mckenna Andrews for #2 — consider platoon

Jessie Clemons is close to Mckenna Andrews for #2 — consider platoon

Reagan Bartholomew is close to Mckenna Andrews for #2 — consider platoon

Karlee Ford is close to Karlee Ford for #3 — consider platoon

wOBA Optimized: Data-driven — uses wOBA with tier groupings for maximum run production
A Fit Score: 800 (88.9 avg)
1 Pure Table-Setter
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#29 Tiana Poole
103
0.400 AVG 0.500 OBP 0.650 SLG 1.150 OPS 0.494 wOBA
Fit: 76/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
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#25 Sydney Malott
109
0.423 AVG 0.524 OBP 0.731 SLG 1.255 OPS 0.530 wOBA
Fit: 106/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
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#14 Hayleigh Oliver
103
0.364 AVG 0.364 OBP 0.727 SLG 1.091 OPS 0.455 wOBA
Fit: 67/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
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#24 Reagan Bartholomew
109
0.426 AVG 0.493 OBP 0.721 SLG 1.214 OPS 0.510 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
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#9 Karlee Ford
110
0.387 AVG 0.458 OBP 0.629 SLG 1.087 OPS 0.462 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
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#17 Ava Wilmes
106
0.500 AVG 0.500 OBP 0.500 SLG 1.000 OPS 0.450 wOBA
Fit: 98/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
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#22 Tatum Johnson
104
0.364 AVG 0.434 OBP 0.621 SLG 1.055 OPS 0.448 wOBA
Fit: 68/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
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#12 Jessie Clemons
110
0.412 AVG 0.425 OBP 0.632 SLG 1.057 OPS 0.435 wOBA
Fit: 95/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
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#28 Kasey Kane
97
0.340 AVG 0.421 OBP 0.540 SLG 0.961 OPS 0.418 wOBA
Fit: 87/100
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

Mckenna Andrews is close to Tiana Poole for #1 — consider platoon

Karlee Ford is close to Tiana Poole for #1 — consider platoon

Jessie Clemons is close to Tiana Poole for #1 — consider platoon

Hayleigh Oliver is close to Tiana Poole for #1 — consider platoon

Ava Wilmes is close to Tiana Poole for #1 — consider platoon

Small Ball: Manufactured runs — speed, contact, and situational hitting
A Fit Score: 772 (85.8 avg)
1 Speed Demon
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#12 Jessie Clemons
110
0.412 AVG 0.425 OBP 0.632 SLG 1.057 OPS
Fit: 111/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
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#6 Mckenna Andrews
90
0.225 AVG 0.377 OBP 0.225 SLG 0.602 OPS
Fit: 90/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
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#9 Karlee Ford
110
0.387 AVG 0.458 OBP 0.629 SLG 1.087 OPS
Fit: 102/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
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#24 Reagan Bartholomew
109
0.426 AVG 0.493 OBP 0.721 SLG 1.214 OPS
Fit: 101/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
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#17 Ava Wilmes
106
0.500 AVG 0.500 OBP 0.500 SLG 1.000 OPS
Fit: 101/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
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#22 Tatum Johnson
104
0.364 AVG 0.434 OBP 0.621 SLG 1.055 OPS
Fit: 63/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
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#25 Sydney Malott
109
0.423 AVG 0.524 OBP 0.731 SLG 1.255 OPS
Fit: 63/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
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#28 Kasey Kane
97
0.340 AVG 0.421 OBP 0.540 SLG 0.961 OPS
Fit: 81/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
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#29 Tiana Poole
103
0.400 AVG 0.500 OBP 0.650 SLG 1.150 OPS
Fit: 61/100
Speed / OBP Option: Second leadoff or speed reserve

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

Platoon Opportunities

Mckenna Andrews is close to Jessie Clemons for #1 — consider platoon

Jessie Clemons is close to Jessie Clemons for #1 — consider platoon

Mckenna Andrews is close to Mckenna Andrews for #2 — consider platoon

Karlee Ford is close to Mckenna Andrews for #2 — consider platoon

Jessie Clemons is close to Mckenna Andrews for #2 — consider platoon

Power: Maximize slugging — stack big bats early and let them drive runs
A+ Fit Score: 868 (96.5 avg)
1 Power / OBP Hybrid
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#29 Tiana Poole
103
0.400 AVG 0.500 OBP 0.650 SLG 1.150 OPS
Fit: 100/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
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#12 Jessie Clemons
110
0.412 AVG 0.425 OBP 0.632 SLG 1.057 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
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#24 Reagan Bartholomew
109
0.426 AVG 0.493 OBP 0.721 SLG 1.214 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
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#9 Karlee Ford
110
0.387 AVG 0.458 OBP 0.629 SLG 1.087 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
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#28 Kasey Kane
97
0.340 AVG 0.421 OBP 0.540 SLG 0.961 OPS
Fit: 93/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
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#22 Tatum Johnson
104
0.364 AVG 0.434 OBP 0.621 SLG 1.055 OPS
Fit: 94/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
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#25 Sydney Malott
109
0.423 AVG 0.524 OBP 0.731 SLG 1.255 OPS
Fit: 81/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
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#14 Hayleigh Oliver
103
0.364 AVG 0.364 OBP 0.727 SLG 1.091 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
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#20 Kadence Shepherd
98
0.250 AVG 0.343 OBP 0.550 SLG 0.893 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment

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

Platoon Opportunities

Karlee Ford is close to Tiana Poole for #1 — consider platoon

Jessie Clemons is close to Tiana Poole for #1 — consider platoon

Tatum Johnson is close to Tiana Poole for #1 — consider platoon

Reagan Bartholomew is close to Tiana Poole for #1 — consider platoon

Sydney Malott is close to Tiana Poole for #1 — consider platoon

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