Duke Softball

softball Spring 2026 23 players

Duke (7-3)

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 D1 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

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Team ERA of 5.35 is needs work (College benchmark: 2.80). WHIP 1.78 is elevated (benchmark: 1.20). Team K/BB of 1.28 is below the 3.5 standard. Healthy workload distribution across 4 arms—good rotation management. Limited depth with 0 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.
Ava Bradshaw
76
#6 Ava Bradshaw Developmental
4.98 ERA 1.83 WHIP 1.1 K:BB 19.2 IP
Developing pitcher with room for growth
Cassidy Curd
72
#19 Cassidy Curd Situational
4.81 ERA 1.63 WHIP 1.2 K:BB 32 IP
High innings (32 IP) shows coach's trust—reliability makes them a go-to pitcher
Allows less than one hit per inning (0.91 H/IP)—tough to square up
Mallory Wheeler
67
#16 Mallory Wheeler Situational
5.53 ERA 1.70 WHIP 2.7 K:BB 25.1 IP
Strike thrower with low walk rate (0.24 BB/IP)—attacks the zone confidently
Larissa Jacquez
59
#2 Larissa Jacquez Developmental
6.21 ERA 2.03 WHIP 1.0 K:BB 23.2 IP
Developing pitcher with room for growth

Team Action Items

  • Team WHIP of 1.78 is well above the 1.20 benchmark. Focus on command refinement and pitch location awareness.
  • Increase strikeout capability from 0.74 to 1.0+ K/IP. Develop sharper secondary pitches and practice two-strike sequences.

StatLine Hitting-IQ

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Team OPS of 0.965 is excellent (College benchmark: 0.750). Team batting 355 with 0.405 OBP and 0.560 SLG. Strikeout rate of 11% is excellent (benchmark: 20%). Low walk rate of 7.2%—team could benefit from more selective approach. 17 HR with team ISO of 0.205—legitimate power throughout the lineup.Deep lineup with 6 hitters at or above OPS benchmark—no easy outs.
Aminah Vega
132
#17 Aminah Vega ●●○
1.463 OPS 0.519 AVG 0.388 ISO 11% BB
Dominant hitter with 1.463 OPS and 519 AVG—one of the best bats at the College level
Elite OPS of 1.463—far exceeds the 0.750 benchmark
Tyrina Jones
119
#1 Tyrina Jones ●○○
1.293 OPS 0.442 AVG 0.385 ISO 5% BB
Dominant hitter with 1.293 OPS and 442 AVG—one of the best bats at the College level
Elite OPS of 1.293—far exceeds the 0.750 benchmark
Layla Lamar
110
#7 Layla Lamar ●○○
1.224 OPS 0.390 AVG 0.366 ISO 13% BB
Dominant hitter with 1.224 OPS and 390 AVG—one of the best bats at the College level
Elite OPS of 1.224—far exceeds the 0.750 benchmark
👤
98
#10 D'Auna Jennings ●●○
1.204 OPS 0.556 AVG 0.055 ISO 7% BB
Dominant hitter with 1.204 OPS and 556 AVG—one of the best bats at the College level
Elite OPS of 1.204—far exceeds the 0.750 benchmark
Jessica Oakland
96
#9 Jessica Oakland ●○○
0.934 OPS 0.353 AVG 0.118 ISO 12% BB
Excellent OPS of 0.934—well above College average
Exceptional contact ability—9% K rate is well below average with a strong 353 AVG
Adelyn Matthews
95
#26 Adelyn Matthews ●○○
1.145 OPS 0.500 AVG 0.100 ISO 8% BB
Dominant hitter with 1.145 OPS and 500 AVG—one of the best bats at the College level
Elite OPS of 1.145—far exceeds the 0.750 benchmark
Brookelyn Grayson
91
#0 Brookelyn Grayson ○○○
3.000 OPS 1.000 AVG 1.000 ISO 0% BB
Elite OPS of 3.000—far exceeds the 0.750 benchmark
Exceptional contact ability—0% K rate is well below average with a strong 1000 AVG
Brooklinn Thomas
91
#42 Brooklinn Thomas ○○○
3.000 OPS 1.000 AVG 1.000 ISO 0% BB
Elite OPS of 3.000—far exceeds the 0.750 benchmark
Exceptional contact ability—0% K rate is well below average with a strong 1000 AVG
Dakota Farmer
90
#13 Dakota Farmer ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
Aleyah Terrell
89
#99 Aleyah Terrell ○○○
0.875 OPS 0.375 AVG 0.125 ISO 0% BB
Solid OPS of 0.875—at or above benchmark
Ariel Krueger
88
#3 Ariel Krueger ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
Gabriella Shadek
88
#14 Gabriella Shadek ●○○
0.693 OPS 0.222 AVG 0.148 ISO 13% BB
Low strikeout rate of 7%—puts the ball in play consistently
Productive run driver with 8 RBI—comes through with runners on base
Jada Baker
85
#25 Jada Baker ●○○
0.679 OPS 0.220 AVG 0.170 ISO 4% BB
Low strikeout rate of 7%—puts the ball in play consistently
Plus power with 0.170 ISO—generates extra-base hits at an elite rate
Amiah Burgess
79
#5 Amiah Burgess ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
Kk Mathis
78
#27 Kk Mathis ●○○
0.571 OPS 0.238 AVG 0.000 ISO 8% BB
Low strikeout rate of 10%—puts the ball in play consistently

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
Balanced: Best of both worlds — sabermetric insight with coaching familiarity
A+ Fit Score: 885 (98.3 avg)
1 Modern Leadoff
👤
#10 D'Auna Jennings
98
0.556 AVG 0.593 OBP 0.611 SLG 1.204 OPS
Fit: 108/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
Tyrina Jones
#1 Tyrina Jones
119
0.442 AVG 0.466 OBP 0.827 SLG 1.293 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
Brookelyn Grayson
#0 Brookelyn Grayson
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
Aminah Vega
#17 Aminah Vega
132
0.519 AVG 0.556 OBP 0.907 SLG 1.463 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
Brooklinn Thomas
#42 Brooklinn Thomas
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 100/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
Layla Lamar
#7 Layla Lamar
110
0.390 AVG 0.468 OBP 0.756 SLG 1.224 OPS
Fit: 90/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
Adelyn Matthews
#26 Adelyn Matthews
95
0.500 AVG 0.545 OBP 0.600 SLG 1.145 OPS
Fit: 93/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
Aleyah Terrell
#99 Aleyah Terrell
89
0.375 AVG 0.375 OBP 0.500 SLG 0.875 OPS
Fit: 89/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
Jessica Oakland
#9 Jessica Oakland
96
0.353 AVG 0.463 OBP 0.471 SLG 0.934 OPS
Fit: 91/100
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

Tyrina Jones is close to D'Auna Jennings for #1 — consider platoon

Jessica Oakland is close to D'Auna Jennings for #1 — consider platoon

Aminah Vega is close to D'Auna Jennings for #1 — consider platoon

Adelyn Matthews is close to D'Auna Jennings for #1 — consider platoon

D'Auna Jennings is close to D'Auna Jennings for #1 — consider platoon

Traditional: Classic coaching wisdom — refined with unique roles for every slot
A+ Fit Score: 895 (99.4 avg)
1 Speed/OBP Hybrid
Aminah Vega
#17 Aminah Vega
132
0.519 AVG 0.556 OBP 0.907 SLG 1.463 OPS
Fit: 108/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
👤
#10 D'Auna Jennings
98
0.556 AVG 0.593 OBP 0.611 SLG 1.204 OPS
Fit: 106/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
Tyrina Jones
#1 Tyrina Jones
119
0.442 AVG 0.466 OBP 0.827 SLG 1.293 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
Layla Lamar
#7 Layla Lamar
110
0.390 AVG 0.468 OBP 0.756 SLG 1.224 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
Jessica Oakland
#9 Jessica Oakland
96
0.353 AVG 0.463 OBP 0.471 SLG 0.934 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
Brookelyn Grayson
#0 Brookelyn Grayson
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 98/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
Adelyn Matthews
#26 Adelyn Matthews
95
0.500 AVG 0.545 OBP 0.600 SLG 1.145 OPS
Fit: 92/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
Brooklinn Thomas
#42 Brooklinn Thomas
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 95/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
Aleyah Terrell
#99 Aleyah Terrell
89
0.375 AVG 0.375 OBP 0.500 SLG 0.875 OPS
Fit: 87/100
Second Leadoff / Depth: Sets up top of order or developmental spot

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

Platoon Opportunities

Tyrina Jones is close to Aminah Vega for #1 — consider platoon

Jessica Oakland is close to Aminah Vega for #1 — consider platoon

Aminah Vega is close to Aminah Vega for #1 — consider platoon

Adelyn Matthews is close to Aminah Vega for #1 — consider platoon

D'Auna Jennings is close to Aminah Vega for #1 — consider platoon

wOBA Optimized: Data-driven — uses wOBA with tier groupings for maximum run production
A Fit Score: 792 (88 avg)
1 Pure Table-Setter
Brooklinn Thomas
#42 Brooklinn Thomas
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS 1.250 wOBA
Fit: 86/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
Brookelyn Grayson
#0 Brookelyn Grayson
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS 1.250 wOBA
Fit: 106/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
Tyrina Jones
#1 Tyrina Jones
119
0.442 AVG 0.466 OBP 0.827 SLG 1.293 OPS 0.527 wOBA
Fit: 90/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
Aminah Vega
#17 Aminah Vega
132
0.519 AVG 0.556 OBP 0.907 SLG 1.463 OPS 0.595 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
👤
#10 D'Auna Jennings
98
0.556 AVG 0.593 OBP 0.611 SLG 1.204 OPS 0.537 wOBA
Fit: 63/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
Layla Lamar
#7 Layla Lamar
110
0.390 AVG 0.468 OBP 0.756 SLG 1.224 OPS 0.509 wOBA
Fit: 88/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
Adelyn Matthews
#26 Adelyn Matthews
95
0.500 AVG 0.545 OBP 0.600 SLG 1.145 OPS 0.506 wOBA
Fit: 94/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
Jessica Oakland
#9 Jessica Oakland
96
0.353 AVG 0.463 OBP 0.471 SLG 0.934 OPS 0.422 wOBA
Fit: 93/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
Aleyah Terrell
#99 Aleyah Terrell
89
0.375 AVG 0.375 OBP 0.500 SLG 0.875 OPS 0.381 wOBA
Fit: 70/100
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

Brookelyn Grayson is close to Brooklinn Thomas for #1 — consider platoon

Tyrina Jones is close to Brooklinn Thomas for #1 — consider platoon

Layla Lamar is close to Brooklinn Thomas for #1 — consider platoon

Jessica Oakland is close to Brooklinn Thomas for #1 — consider platoon

Aminah Vega is close to Brooklinn Thomas for #1 — consider platoon

Small Ball: Manufactured runs — speed, contact, and situational hitting
A+ Fit Score: 837 (93 avg)
1 Speed Demon
Aminah Vega
#17 Aminah Vega
132
0.519 AVG 0.556 OBP 0.907 SLG 1.463 OPS
Fit: 109/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
Jessica Oakland
#9 Jessica Oakland
96
0.353 AVG 0.463 OBP 0.471 SLG 0.934 OPS
Fit: 99/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
Tyrina Jones
#1 Tyrina Jones
119
0.442 AVG 0.466 OBP 0.827 SLG 1.293 OPS
Fit: 101/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
Brookelyn Grayson
#0 Brookelyn Grayson
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 103/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
Aleyah Terrell
#99 Aleyah Terrell
89
0.375 AVG 0.375 OBP 0.500 SLG 0.875 OPS
Fit: 92/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
👤
#10 D'Auna Jennings
98
0.556 AVG 0.593 OBP 0.611 SLG 1.204 OPS
Fit: 96/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
Layla Lamar
#7 Layla Lamar
110
0.390 AVG 0.468 OBP 0.756 SLG 1.224 OPS
Fit: 71/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
Gabriella Shadek
#14 Gabriella Shadek
88
0.222 AVG 0.323 OBP 0.370 SLG 0.693 OPS
Fit: 76/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
Adelyn Matthews
#26 Adelyn Matthews
95
0.500 AVG 0.545 OBP 0.600 SLG 1.145 OPS
Fit: 89/100
Speed / OBP Option: Second leadoff or speed reserve

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

Platoon Opportunities

Tyrina Jones is close to Aminah Vega for #1 — consider platoon

Jessica Oakland is close to Aminah Vega for #1 — consider platoon

Aminah Vega is close to Aminah Vega for #1 — consider platoon

Adelyn Matthews is close to Aminah Vega for #1 — consider platoon

D'Auna Jennings is close to Aminah Vega for #1 — consider platoon

Power: Maximize slugging — stack big bats early and let them drive runs
A+ Fit Score: 894 (99.3 avg)
1 Power / OBP Hybrid
Jessica Oakland
#9 Jessica Oakland
96
0.353 AVG 0.463 OBP 0.471 SLG 0.934 OPS
Fit: 108/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
Aminah Vega
#17 Aminah Vega
132
0.519 AVG 0.556 OBP 0.907 SLG 1.463 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
Tyrina Jones
#1 Tyrina Jones
119
0.442 AVG 0.466 OBP 0.827 SLG 1.293 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
Layla Lamar
#7 Layla Lamar
110
0.390 AVG 0.468 OBP 0.756 SLG 1.224 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
Brookelyn Grayson
#0 Brookelyn Grayson
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 101/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
Brooklinn Thomas
#42 Brooklinn Thomas
91
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 98/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
👤
#10 D'Auna Jennings
98
0.556 AVG 0.593 OBP 0.611 SLG 1.204 OPS
Fit: 88/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
Aleyah Terrell
#99 Aleyah Terrell
89
0.375 AVG 0.375 OBP 0.500 SLG 0.875 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
Adelyn Matthews
#26 Adelyn Matthews
95
0.500 AVG 0.545 OBP 0.600 SLG 1.145 OPS
Fit: 91/100
Wildcard: Speed option or extra power — dynamic assignment

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

Platoon Opportunities

Tyrina Jones is close to Jessica Oakland for #1 — consider platoon

Layla Lamar is close to Jessica Oakland for #1 — consider platoon

Jessica Oakland is close to Jessica Oakland for #1 — consider platoon

Aminah Vega is close to Jessica Oakland for #1 — consider platoon

Adelyn Matthews is close to Jessica Oakland for #1 — consider platoon

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