Wichita State Softball
wichita-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.
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 4.50 is needs work (College benchmark: 2.80). WHIP 1.70 is elevated (benchmark: 1.20). Team K/BB of 1.31 is below the 3.5 standard. ⚠️ Top pitcher throwing 45% of all innings—heavy reliance creates fatigue and injury risk. No dominant ace yet, but 2 solid pitchers provide good options—spread innings to develop all arms evenly. 3 pitcher(s) still working on fundamentals—give them low-pressure innings to build confidence.
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100
#5 Madeline Warengo No.2 Starter
Strengths
Strike thrower with low walk rate (0.19 BB/IP)—attacks the zone confidently
Solid ERA of 2.66—reliable run prevention for the team
Recommendations
First-pitch strike emphasis: aim for 65%+ first-pitch-strike rate through better early-count aggression
Solid foundation—continue current trajectory, add secondary pitch variation to keep hitters guessing
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98
#13 Ryley Nihart No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.50 BB/IP)—attacks the zone confidently
High innings (60.1 IP) shows coach's trust—reliability makes them a go-to pitcher
Solid ERA of 3.71—reliable run prevention for the team
Allows less than one hit per inning (1.00 H/IP)—tough to square up
Recommendations
First-pitch strike emphasis: aim for 65%+ first-pitch-strike rate through better early-count aggression
Throwing 46% of team innings—monitor workload to prevent fatigue in postseason
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97
#48 Janelle Wilson Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 3.46—too many baserunners create constant pressure
Walk rate of 1.71 BB/IP is concerning—struggles with command lead to self-inflicted damage
Free passes (BB + HBP) rate of 1.62/IP—giving away too many bases without contact
Very poor K/BB ratio of 0.3—walks more than they strike out
Recommendations
Priority: Command work—focus on repeatable mechanics, tempo control, and simplified pitch selection until strike rate improves
Command-first approach: simplify to one primary pitch, work on hitting spots, then gradually add secondary offerings
Strikeout development: add velocity work, develop sharper breaking pitch, practice two-strike putaway approach
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95
#12 Gabby Fakes Developmental
Strengths
Strike thrower with low walk rate (0.49 BB/IP)—attacks the zone confidently
Areas to Watch
High WHIP of 2.76—too many baserunners create constant pressure
Allows 2.35 hits per inning—hitters are squaring them up frequently
Small sample size of 8.1 innings—trends may change with more work
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
Continue building sample size—observe trends over next 5-10 innings before finalizing priorities
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82
#15 Jade Sanders Developmental
Strengths
High innings (33 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
High WHIP of 1.91—too many baserunners create constant pressure
Low K/BB ratio of 1.4—needs to develop better putaway ability
ERA of 5.94 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 1.70 is well above the 1.20 benchmark. Focus on command refinement and pitch location awareness.
- Strikeout rate of 0.65 K/IP is low (3 pitchers under 0.7). Develop putaway pitches and work on two-strike approach.
StatLine Hitting-IQ
Powered by StatLine AnalyticsTeam OPS of 0.876 is solid (College benchmark: 0.750). Team batting 285 with 0.388 OBP and 0.487 SLG. Strikeout rate of 15% is excellent (benchmark: 20%). 27 HR with team ISO of 0.203—legitimate power throughout the lineup.Deep lineup with 6 hitters at or above OPS benchmark—no easy outs.
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129
#81 Ausha Moore ●○○
Strengths
Dominant hitter with 1.370 OPS and 420 AVG—one of the best bats at the College level
Elite wOBA of 0.569—outcome-weighted offense far exceeds the 0.340 benchmark
Low strikeout rate of 14%—puts the ball in play consistently
Plus power with 0.340 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.190 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
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122
#10 Gabby Scott ●●○
Strengths
Dominant hitter with 1.125 OPS and 397 AVG—one of the best bats at the College level
Elite wOBA of 0.493—outcome-weighted offense far exceeds the 0.340 benchmark
Low strikeout rate of 12%—puts the ball in play consistently
Plus power with 0.189 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.142 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
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105
#16 Trinity Allen ●○○
Strengths
Dominant hitter with 1.122 OPS and 382 AVG—one of the best bats at the College level
Elite wOBA of 0.481—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.265 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
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102
#1 Kristi Bredbenner ●○○
Strengths
Plus power with 0.277 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.134 OBP premium over AVG shows a disciplined, selective approach
BABIP of 0.118 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
On-base percentage of 0.304 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
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100
#11 Mackenzie Rooney ●○○
Strengths
Solid wOBA of 0.363—at or above benchmark
Low strikeout rate of 8%—puts the ball in play consistently
Plus power with 0.225 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
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98
#22 Jodie Epperson ●●○
Strengths
Solid wOBA of 0.381—at or above benchmark
Exceptional contact ability—6% K rate is well below average with a strong 297 AVG
Plus power with 0.266 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
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96
#24 Catelyn Beckerley ○○○
Strengths
Elite wOBA of 0.570—outcome-weighted offense far exceeds the 0.340 benchmark
Exceptional contact ability—0% K rate is well below average with a strong 400 AVG
Plus power with 0.600 ISO—generates extra-base hits at an elite rate
Areas to Watch
Small sample size of 5 AB—trends may change with more plate appearances
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
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94
#78 Aeryn Shuman ○○○
Strengths
Excellent plate selectivity—0.333 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Very limited sample (2 AB)—too early to draw reliable conclusions
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
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93
#3 Tyra Berger ○○○
Strengths
Exceptional contact ability—0% K rate is well below average with a strong 333 AVG
Areas to Watch
Small sample size of 3 AB—trends may change with more plate appearances
Recommendations
Good contact base—develop power by working on bat speed, launch angle, and driving through the ball
Continue building at-bats—more data will allow better analysis and more targeted recommendations
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93
#20 Kinzey Woody ●○○
Strengths
Excellent plate selectivity—0.133 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
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91
#27 Brookelyn Livanec ●○○
Strengths
Excellent plate selectivity—0.114 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Elevated strikeout rate at 28%—working on two-strike approach would help
On-base percentage of 0.333 limits offensive value—not getting on base enough
Recommendations
Reduce strikeouts through improved pitch recognition—practice identifying off-speed pitches earlier in the count
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83
#4 Audry Horn ●●○
Strengths
Good power showing with 2 HR and 0.143 ISO
Areas to Watch
On-base percentage of 0.315 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
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83
#8 Weston Pletcher ●○○
Strengths
Plus power with 0.193 ISO—generates extra-base hits at an elite rate
BABIP of 0.095 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
wOBA of 0.190 is well below the 0.340 benchmark—overall offensive production needs improvement
On-base percentage of 0.148 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
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77
#9 Kammie Smith ●●○
Strengths
Exceptional contact ability—10% K rate is well below average with a strong 296 AVG
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
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
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#3 Tyra Berger
93
0.333 AVG 0.250 OBP 0.333 SLG 0.583 OPS
Fit: 90/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
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#10 Gabby Scott
122
0.397 AVG 0.539 OBP 0.586 SLG 1.125 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
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#24 Catelyn Beckerley
96
0.400 AVG 0.400 OBP 1.000 SLG 1.400 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
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#81 Ausha Moore
129
0.420 AVG 0.610 OBP 0.760 SLG 1.370 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
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#22 Jodie Epperson
98
0.297 AVG 0.338 OBP 0.563 SLG 0.901 OPS
Fit: 98/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
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#16 Trinity Allen
105
0.382 AVG 0.475 OBP 0.647 SLG 1.122 OPS
Fit: 81/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
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#4 Audry Horn
83
0.238 AVG 0.315 OBP 0.381 SLG 0.696 OPS
Fit: 70/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
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#9 Kammie Smith
77
0.296 AVG 0.342 OBP 0.380 SLG 0.722 OPS
Fit: 84/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
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#11 Mackenzie Rooney
100
0.275 AVG 0.348 OBP 0.500 SLG 0.848 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
Tyra Berger is close to Tyra Berger for #1 — consider platoon
Audry Horn is close to Tyra Berger for #1 — consider platoon
Gabby Scott is close to Tyra Berger for #1 — consider platoon
Trinity Allen is close to Tyra Berger for #1 — consider platoon
Jodie Epperson is close to Tyra Berger for #1 — consider platoon
1 Speed/OBP Hybrid
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#3 Tyra Berger
93
0.333 AVG 0.250 OBP 0.333 SLG 0.583 OPS
Fit: 96/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
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#22 Jodie Epperson
98
0.297 AVG 0.338 OBP 0.563 SLG 0.901 OPS
Fit: 87/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
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#81 Ausha Moore
129
0.420 AVG 0.610 OBP 0.760 SLG 1.370 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
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#10 Gabby Scott
122
0.397 AVG 0.539 OBP 0.586 SLG 1.125 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
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#16 Trinity Allen
105
0.382 AVG 0.475 OBP 0.647 SLG 1.122 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
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#24 Catelyn Beckerley
96
0.400 AVG 0.400 OBP 1.000 SLG 1.400 OPS
Fit: 97/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
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#9 Kammie Smith
77
0.296 AVG 0.342 OBP 0.380 SLG 0.722 OPS
Fit: 74/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
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#11 Mackenzie Rooney
100
0.275 AVG 0.348 OBP 0.500 SLG 0.848 OPS
Fit: 87/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
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#4 Audry Horn
83
0.238 AVG 0.315 OBP 0.381 SLG 0.696 OPS
Fit: 78/100
Second Leadoff / Depth: Sets up top of order or developmental spot
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Tyra Berger is close to Tyra Berger for #1 — consider platoon
Jodie Epperson is close to Tyra Berger for #1 — consider platoon
Tyra Berger is close to Jodie Epperson for #2 — consider platoon
Gabby Scott is close to Jodie Epperson for #2 — consider platoon
Jodie Epperson is close to Jodie Epperson for #2 — consider platoon
1 Pure Table-Setter
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#81 Ausha Moore
129
0.420 AVG 0.610 OBP 0.760 SLG 1.370 OPS 0.569 wOBA
Fit: 83/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
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#24 Catelyn Beckerley
96
0.400 AVG 0.400 OBP 1.000 SLG 1.400 OPS 0.570 wOBA
Fit: 105/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
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#22 Jodie Epperson
98
0.297 AVG 0.338 OBP 0.563 SLG 0.901 OPS 0.381 wOBA
Fit: 87/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
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#10 Gabby Scott
122
0.397 AVG 0.539 OBP 0.586 SLG 1.125 OPS 0.493 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
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#16 Trinity Allen
105
0.382 AVG 0.475 OBP 0.647 SLG 1.122 OPS 0.481 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
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#11 Mackenzie Rooney
100
0.275 AVG 0.348 OBP 0.500 SLG 0.848 OPS 0.363 wOBA
Fit: 86/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
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#20 Kinzey Woody
93
0.226 AVG 0.359 OBP 0.358 SLG 0.717 OPS 0.331 wOBA
Fit: 42/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
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#1 Kristi Bredbenner
102
0.170 AVG 0.304 OBP 0.447 SLG 0.751 OPS 0.326 wOBA
Fit: 85/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
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#9 Kammie Smith
77
0.296 AVG 0.342 OBP 0.380 SLG 0.722 OPS 0.324 wOBA
Fit: 72/100
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
Tyra Berger is close to Ausha Moore for #1 — consider platoon
Audry Horn is close to Ausha Moore for #1 — consider platoon
Kammie Smith is close to Ausha Moore for #1 — consider platoon
Gabby Scott is close to Ausha Moore for #1 — consider platoon
Trinity Allen is close to Ausha Moore for #1 — consider platoon
1 Speed Demon
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#3 Tyra Berger
93
0.333 AVG 0.250 OBP 0.333 SLG 0.583 OPS
Fit: 104/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
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#10 Gabby Scott
122
0.397 AVG 0.539 OBP 0.586 SLG 1.125 OPS
Fit: 84/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
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#22 Jodie Epperson
98
0.297 AVG 0.338 OBP 0.563 SLG 0.901 OPS
Fit: 98/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
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#24 Catelyn Beckerley
96
0.400 AVG 0.400 OBP 1.000 SLG 1.400 OPS
Fit: 103/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
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#81 Ausha Moore
129
0.420 AVG 0.610 OBP 0.760 SLG 1.370 OPS
Fit: 93/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
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#16 Trinity Allen
105
0.382 AVG 0.475 OBP 0.647 SLG 1.122 OPS
Fit: 62/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
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#9 Kammie Smith
77
0.296 AVG 0.342 OBP 0.380 SLG 0.722 OPS
Fit: 60/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
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#78 Aeryn Shuman
94
0.000 AVG 0.333 OBP 0.000 SLG 0.333 OPS
Fit: 66/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
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#4 Audry Horn
83
0.238 AVG 0.315 OBP 0.381 SLG 0.696 OPS
Fit: 71/100
Speed / OBP Option: Second leadoff or speed reserve
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Tyra Berger is close to Tyra Berger for #1 — consider platoon
Gabby Scott is close to Gabby Scott for #2 — consider platoon
Ausha Moore is close to Gabby Scott for #2 — consider platoon
Gabby Scott is close to Jodie Epperson for #3 — consider platoon
Mackenzie Rooney is close to Jodie Epperson for #3 — consider platoon
1 Power / OBP Hybrid
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#4 Audry Horn
83
0.238 AVG 0.315 OBP 0.381 SLG 0.696 OPS
Fit: 97/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
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#81 Ausha Moore
129
0.420 AVG 0.610 OBP 0.760 SLG 1.370 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
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#10 Gabby Scott
122
0.397 AVG 0.539 OBP 0.586 SLG 1.125 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
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#16 Trinity Allen
105
0.382 AVG 0.475 OBP 0.647 SLG 1.122 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
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#24 Catelyn Beckerley
96
0.400 AVG 0.400 OBP 1.000 SLG 1.400 OPS
Fit: 101/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
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#22 Jodie Epperson
98
0.297 AVG 0.338 OBP 0.563 SLG 0.901 OPS
Fit: 96/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
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#11 Mackenzie Rooney
100
0.275 AVG 0.348 OBP 0.500 SLG 0.848 OPS
Fit: 78/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
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#1 Kristi Bredbenner
102
0.170 AVG 0.304 OBP 0.447 SLG 0.751 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
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#20 Kinzey Woody
93
0.226 AVG 0.359 OBP 0.358 SLG 0.717 OPS
Fit: 91/100
Wildcard: Speed option or extra power — dynamic assignment
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Audry Horn is close to Audry Horn for #1 — consider platoon
Gabby Scott is close to Audry Horn for #1 — consider platoon
Trinity Allen is close to Audry Horn for #1 — consider platoon
Jodie Epperson is close to Audry Horn for #1 — consider platoon
Catelyn Beckerley is close to Audry Horn for #1 — consider platoon