Duke Softball
Duke (7-3)
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 4.49 is needs work (College benchmark: 2.80). WHIP 1.64 is elevated (benchmark: 1.20). Team K/BB of 1.30 is below the 3.5 standard. Top pitcher handles 38% of innings—manageable but monitor as season progresses. Limited depth with 1 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.
102
#19 Cassidy Curd No.3 / Spot Starter
Strengths
High innings (110.1 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
Areas to Watch
Low K/BB ratio of 1.6—needs to develop better putaway ability
Recommendations
First-pitch strike emphasis: aim for 65%+ first-pitch-strike rate through better early-count aggression
Throwing 38% of team innings—monitor workload to prevent fatigue in postseason
102
#27 Kk Mathis Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 1.71—too many baserunners create constant pressure
Very poor K/BB ratio of 0.8—walks more than they strike out
Small sample size of 7 innings—trends may change with more work
Recommendations
Develop putaway pitch through bullpen sequencing—practice getting ahead 0-1, then finishing with secondary pitch
Contact quality work: add movement/deception to induce weaker contact—change speeds more frequently
Strikeout development: add velocity work, develop sharper breaking pitch, practice two-strike putaway approach
91
#2 Larissa Jacquez Situational
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 1.67—too many baserunners create constant pressure
Low K/BB ratio of 1.4—needs to develop better putaway ability
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
89
#16 Mallory Wheeler Situational
Strengths
Strike thrower with low walk rate (0.42 BB/IP)—attacks the zone confidently
High innings (66 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
High WHIP of 1.71—too many baserunners create constant pressure
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
87
#6 Ava Bradshaw Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 1.90—too many baserunners create constant pressure
ERA looks good but WHIP of 1.90 suggests possible regression—stranding runners at high rate
Very poor K/BB ratio of 0.8—walks more than they strike out
Recommendations
Develop putaway pitch through bullpen sequencing—practice getting ahead 0-1, then finishing with secondary pitch
Contact quality work: add movement/deception to induce weaker contact—change speeds more frequently
Underlying numbers suggest tougher times ahead—proactively improve WHIP through better location
Team Action Items
- Team WHIP of 1.64 is well above the 1.20 benchmark. Focus on command refinement and pitch location awareness.
- Increase strikeout capability from 0.71 to 1.0+ K/IP. Develop sharper secondary pitches and practice two-strike sequences.
StatLine Hitting-IQ
Powered by StatLine AnalyticsTeam OPS of 1.019 is excellent (College benchmark: 0.750). Team batting 344 with 0.411 OBP and 0.608 SLG. Strikeout rate of 12% is excellent (benchmark: 20%). 74 HR with team ISO of 0.264—legitimate power throughout the lineup. 36 team SB—speed is a weapon this lineup uses well.Deep lineup with 9 hitters at or above OPS benchmark—no easy outs.
123
#17 Aminah Vega ●●●
Strengths
Dominant hitter with 1.488 OPS and 471 AVG—one of the best bats at the College level
Elite wOBA of 0.593—outcome-weighted offense far exceeds the 0.340 benchmark
Exceptional contact ability—7% K rate is well below average with a strong 471 AVG
Plus power with 0.479 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
118
#9 Jessica Oakland ●●●
Strengths
Dominant hitter with 1.158 OPS and 408 AVG—one of the best bats at the College level
Elite wOBA of 0.495—outcome-weighted offense far exceeds the 0.340 benchmark
Exceptional contact ability—9% K rate is well below average with a strong 408 AVG
Plus power with 0.250 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
115
#27 Kk Mathis ●●○
Strengths
Excellent wOBA of 0.428—well above College average
Low strikeout rate of 13%—puts the ball in play consistently
Plus power with 0.301 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.130 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
114
#7 Layla Lamar ●●●
Strengths
Dominant hitter with 1.153 OPS and 364 AVG—one of the best bats at the College level
Elite wOBA of 0.480—outcome-weighted offense far exceeds the 0.340 benchmark
Low strikeout rate of 13%—puts the ball in play consistently
Plus power with 0.330 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
106
#14 Gabriella Shadek ●●○
Strengths
Solid wOBA of 0.388—at or above benchmark
Exceptional contact ability—7% K rate is well below average with a strong 304 AVG
Plus power with 0.214 ISO—generates extra-base hits at an elite rate
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
103
#0 Brookelyn Grayson ○○○
Strengths
Elite wOBA of 1.250—outcome-weighted offense far exceeds the 0.340 benchmark
Exceptional contact ability—0% K rate is well below average with a strong 1000 AVG
Plus power with 1.000 ISO—generates extra-base hits at an elite rate
Areas to Watch
BABIP of 1.000 is elevated—batting average may regress as luck normalizes
Very limited sample (1 AB)—too early to draw reliable conclusions
Recommendations
BABIP suggests some luck in current average—focus on hitting line drives and hard contact to sustain performance
Continue building at-bats—more data will allow better analysis and more targeted recommendations
👤
102
#10 D'Auna Jennings ●●●
Strengths
Dominant hitter with 1.077 OPS and 434 AVG—one of the best bats at the College level
Excellent wOBA of 0.471—well above College average
Exceptional contact ability—9% K rate is well below average with a strong 434 AVG
Good power showing with 4 HR and 0.152 ISO
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
102
#26 Adelyn Matthews ●●○
Strengths
Dominant hitter with 0.997 OPS and 338 AVG—one of the best bats at the College level
Excellent wOBA of 0.422—well above College average
Plus power with 0.262 ISO—generates extra-base hits at an elite rate
Dynamic speed threat with 6 SB—forces defenses to account for the running game
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
6 SB shows dynamic speed—continue smart baserunning and pick good steal situations
101
#13 Dakota Farmer ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Very limited sample (1 AB)—too early to draw reliable conclusions
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
99
#3 Ariel Krueger ○○○
Strengths
Developing hitter with room for growth
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
99
#1 Tyrina Jones ●●●
Strengths
Dominant hitter with 1.142 OPS and 354 AVG—one of the best bats at the College level
Excellent wOBA of 0.466—well above College average
Plus power with 0.408 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
94
#99 Aleyah Terrell ●○○
Strengths
Developing hitter with room for growth
Areas to Watch
On-base percentage of 0.273 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
88
#42 Brooklinn Thomas ●○○
Strengths
BABIP of 0.222 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
Elevated strikeout rate at 31%—working on two-strike approach would help
Free swinger profile: high K rate with low walk rate—chasing pitches outside the zone
wOBA of 0.165 is well below the 0.340 benchmark—overall offensive production needs improvement
On-base percentage of 0.154 limits offensive value—not getting on base enough
Recommendations
Priority: Two-strike approach work—shorten swing, expand zone awareness, and focus on putting the ball in play
Improve plate selectivity: work counts, take more pitches early, and improve strike zone recognition to widen the OBP-AVG gap
Focus on fundamentals: tee work, soft toss, and timing drills to improve barrel-to-ball consistency
87
#72 Jayla Stafford ●●●
Strengths
Exceptional contact ability—9% K rate is well below average with a strong 281 AVG
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
85
#25 Jada Baker ●●○
Strengths
Low strikeout rate of 12%—puts the ball in play consistently
Plus power with 0.175 ISO—generates extra-base hits at an elite rate
Areas to Watch
On-base percentage of 0.295 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
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 1 Modern Leadoff
👤
#10 D'Auna Jennings
102
0.434 AVG 0.491 OBP 0.586 SLG 1.077 OPS
Fit: 108/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
#17 Aminah Vega
123
0.471 AVG 0.538 OBP 0.950 SLG 1.488 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
#0 Brookelyn Grayson
103
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
#9 Jessica Oakland
118
0.408 AVG 0.500 OBP 0.658 SLG 1.158 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
#14 Gabriella Shadek
106
0.304 AVG 0.388 OBP 0.518 SLG 0.906 OPS
Fit: 97/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
#7 Layla Lamar
114
0.364 AVG 0.459 OBP 0.694 SLG 1.153 OPS
Fit: 92/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
#26 Adelyn Matthews
102
0.338 AVG 0.397 OBP 0.600 SLG 0.997 OPS
Fit: 86/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
#72 Jayla Stafford
87
0.281 AVG 0.357 OBP 0.395 SLG 0.752 OPS
Fit: 86/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
#27 Kk Mathis
115
0.289 AVG 0.419 OBP 0.590 SLG 1.009 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
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
Brookelyn Grayson is close to Aminah Vega for #2 — consider platoon
Tyrina Jones is close to Aminah Vega for #2 — consider platoon
1 Speed/OBP Hybrid
👤
#10 D'Auna Jennings
102
0.434 AVG 0.491 OBP 0.586 SLG 1.077 OPS
Fit: 108/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
#26 Adelyn Matthews
102
0.338 AVG 0.397 OBP 0.600 SLG 0.997 OPS
Fit: 91/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
#17 Aminah Vega
123
0.471 AVG 0.538 OBP 0.950 SLG 1.488 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
#9 Jessica Oakland
118
0.408 AVG 0.500 OBP 0.658 SLG 1.158 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
#27 Kk Mathis
115
0.289 AVG 0.419 OBP 0.590 SLG 1.009 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
#0 Brookelyn Grayson
103
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 98/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
#1 Tyrina Jones
99
0.354 AVG 0.380 OBP 0.762 SLG 1.142 OPS
Fit: 82/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
#14 Gabriella Shadek
106
0.304 AVG 0.388 OBP 0.518 SLG 0.906 OPS
Fit: 89/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
#7 Layla Lamar
114
0.364 AVG 0.459 OBP 0.694 SLG 1.153 OPS
Fit: 86/100
Second Leadoff / Depth: Sets up top of order or developmental spot
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
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
Tyrina Jones is close to Adelyn Matthews for #2 — consider platoon
Layla Lamar is close to Adelyn Matthews for #2 — consider platoon
1 Pure Table-Setter
#17 Aminah Vega
123
0.471 AVG 0.538 OBP 0.950 SLG 1.488 OPS 0.593 wOBA
Fit: 106/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
#0 Brookelyn Grayson
103
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
👤
#10 D'Auna Jennings
102
0.434 AVG 0.491 OBP 0.586 SLG 1.077 OPS 0.471 wOBA
Fit: 96/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
#9 Jessica Oakland
118
0.408 AVG 0.500 OBP 0.658 SLG 1.158 OPS 0.495 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
#7 Layla Lamar
114
0.364 AVG 0.459 OBP 0.694 SLG 1.153 OPS 0.480 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
#1 Tyrina Jones
99
0.354 AVG 0.380 OBP 0.762 SLG 1.142 OPS 0.466 wOBA
Fit: 85/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
#27 Kk Mathis
115
0.289 AVG 0.419 OBP 0.590 SLG 1.009 OPS 0.428 wOBA
Fit: 55/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
#26 Adelyn Matthews
102
0.338 AVG 0.397 OBP 0.600 SLG 0.997 OPS 0.422 wOBA
Fit: 91/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
#14 Gabriella Shadek
106
0.304 AVG 0.388 OBP 0.518 SLG 0.906 OPS 0.388 wOBA
Fit: 88/100
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
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
Brookelyn Grayson is close to Brookelyn Grayson for #2 — consider platoon
Tyrina Jones is close to Brookelyn Grayson for #2 — consider platoon
1 Speed Demon
👤
#10 D'Auna Jennings
102
0.434 AVG 0.491 OBP 0.586 SLG 1.077 OPS
Fit: 109/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
#17 Aminah Vega
123
0.471 AVG 0.538 OBP 0.950 SLG 1.488 OPS
Fit: 101/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
#0 Brookelyn Grayson
103
1.000 AVG 1.000 OBP 2.000 SLG 3.000 OPS
Fit: 104/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
#9 Jessica Oakland
118
0.408 AVG 0.500 OBP 0.658 SLG 1.158 OPS
Fit: 101/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
#14 Gabriella Shadek
106
0.304 AVG 0.388 OBP 0.518 SLG 0.906 OPS
Fit: 94/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
#26 Adelyn Matthews
102
0.338 AVG 0.397 OBP 0.600 SLG 0.997 OPS
Fit: 80/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
#1 Tyrina Jones
99
0.354 AVG 0.380 OBP 0.762 SLG 1.142 OPS
Fit: 76/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
#7 Layla Lamar
114
0.364 AVG 0.459 OBP 0.694 SLG 1.153 OPS
Fit: 81/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
#99 Aleyah Terrell
94
0.273 AVG 0.273 OBP 0.364 SLG 0.637 OPS
Fit: 69/100
Speed / OBP Option: Second leadoff or speed reserve
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
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
Aminah Vega is close to Aminah Vega for #2 — consider platoon
D'Auna Jennings is close to Aminah Vega for #2 — consider platoon
1 Power / OBP Hybrid
👤
#10 D'Auna Jennings
102
0.434 AVG 0.491 OBP 0.586 SLG 1.077 OPS
Fit: 108/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
#17 Aminah Vega
123
0.471 AVG 0.538 OBP 0.950 SLG 1.488 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
#27 Kk Mathis
115
0.289 AVG 0.419 OBP 0.590 SLG 1.009 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
#9 Jessica Oakland
118
0.408 AVG 0.500 OBP 0.658 SLG 1.158 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
#0 Brookelyn Grayson
103
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
#14 Gabriella Shadek
106
0.304 AVG 0.388 OBP 0.518 SLG 0.906 OPS
Fit: 96/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
#7 Layla Lamar
114
0.364 AVG 0.459 OBP 0.694 SLG 1.153 OPS
Fit: 88/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
#26 Adelyn Matthews
102
0.338 AVG 0.397 OBP 0.600 SLG 0.997 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
#1 Tyrina Jones
99
0.354 AVG 0.380 OBP 0.762 SLG 1.142 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Tyrina Jones is close to D'Auna Jennings for #1 — consider platoon
Layla Lamar 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