Ole Miss Softball

softball Spring 2026 27 players

mississippi

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 2.31 is solid (College benchmark: 2.80). WHIP 1.18 is strong (benchmark: 1.20). Team K/BB of 1.56 is below the 3.5 standard. Top pitcher handles 36% of innings—manageable but monitor as season progresses. Strong pitching depth with a clear top pitcher and 4 reliable arms. 2 pitcher(s) still working on fundamentals—give them low-pressure innings to build confidence.
👤
112
#7 Emilee Boyer Ace / No.1 Starter
1.73 ERA 0.90 WHIP 3.7 K:BB 48.2 IP
Dominant strikeout ability with K/IP of 0.90—consistently generates swings-and-misses
Solid K/BB ratio of 3.7—good command with effective pitch mix
👤
105
#82 Graycen Jordan No.2 Starter
0.00 ERA 0.00 WHIP 0.0 K:BB 1 IP
Strike thrower with low walk rate (0.00 BB/IP)—attacks the zone confidently
Historically dominant WHIP of 0.00—virtually unhittable
👤
102
#2 Lilly Whitten No.2 Starter
1.71 ERA 1.22 WHIP 0.7 K:BB 28.2 IP
Strong ERA of 1.71—consistently shuts down opposing offenses
Allows less than one hit per inning (0.60 H/IP)—tough to square up
👤
100
#30 Kyra Aycock No.2 Starter
2.45 ERA 1.20 WHIP 1.3 K:BB 45.2 IP
Strike thrower with low walk rate (0.42 BB/IP)—attacks the zone confidently
Solid WHIP of 1.20—at or above College average
👤
97
#16 Hope Jenkins Developmental
8.40 ERA 2.70 WHIP 2.0 K:BB 3.1 IP
Strike thrower with low walk rate (0.00 BB/IP)—attacks the zone confidently
👤
95
#24 Payton Kennedy Developmental
5.83 ERA 2.50 WHIP 0.3 K:BB 6 IP
Developing pitcher with room for growth

Team Action Items

  • Strikeout rate of 0.65 K/IP is low (5 pitchers under 0.7). Develop putaway pitches and work on two-strike approach.

StatLine Hitting-IQ

Powered by StatLine Analytics
Team OPS of 0.970 is excellent (College benchmark: 0.750). Team batting 335 with 0.435 OBP and 0.536 SLG. Strikeout rate of 11% is excellent (benchmark: 20%). 28 HR with team ISO of 0.201—legitimate power throughout the lineup. 23 team SB—speed is a weapon this lineup uses well.Deep lineup with 9 hitters at or above OPS benchmark—no easy outs.
👤
118
#32 Madi George ●●○
1.415 OPS 0.450 AVG 0.417 ISO 18% BB
Dominant hitter with 1.415 OPS and 450 AVG—one of the best bats at the College level
Elite OPS of 1.415—far exceeds the 0.750 benchmark
👤
113
#1 Mackenzie Pickens ●●○
1.214 OPS 0.355 AVG 0.371 ISO 12% BB
Dominant hitter with 1.214 OPS and 355 AVG—one of the best bats at the College level
Elite OPS of 1.214—far exceeds the 0.750 benchmark
👤
111
#0 Cassidy Patterson ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Dynamic speed threat with 3 SB—forces defenses to account for the running game
👤
110
#28 Ryan Starr ○○○
0.429 OPS 0.000 AVG 0.000 ISO 43% BB
Excellent plate discipline—42.9% walk rate shows a mature approach
Dynamic speed threat with 4 SB—forces defenses to account for the running game
👤
107
#3 Persy Llamas ●●○
1.148 OPS 0.425 AVG 0.260 ISO 4% BB
Dominant hitter with 1.148 OPS and 425 AVG—one of the best bats at the College level
Elite OPS of 1.148—far exceeds the 0.750 benchmark
👤
106
#26 Laylonna Applin ●○○
0.814 OPS 0.190 AVG 0.191 ISO 23% BB
Solid OPS of 0.814—at or above benchmark
Low strikeout rate of 5%—puts the ball in play consistently
👤
104
#7 Emilee Boyer ○○○
0.400 OPS 0.000 AVG 0.000 ISO 20% BB
Excellent plate discipline—20.0% walk rate shows a mature approach
👤
103
#12 Liesl Osteen ○○○
0.697 OPS 0.222 AVG 0.111 ISO 18% BB
Excellent plate discipline—18.2% walk rate shows a mature approach
👤
103
#33 Alexa Rosales ○○○
0.000 OPS 0.000 AVG 0.000 ISO 0% BB
Developing hitter with room for growth
👤
99
#21 Grace Thompson ●○○
0.929 OPS 0.310 AVG 0.166 ISO 17% BB
Excellent OPS of 0.929—well above College average
Low strikeout rate of 14%—puts the ball in play consistently
👤
99
#15 Makenna Bellaire ○○○
0.522 OPS 0.222 AVG 0.000 ISO 10% BB
Developing hitter with room for growth
👤
98
#8 Kennedy Bunker ●○○
0.868 OPS 0.268 AVG 0.220 ISO 12% BB
Solid OPS of 0.868—at or above benchmark
Low strikeout rate of 15%—puts the ball in play consistently
👤
98
#20 Cassie Reasner ●●○
0.901 OPS 0.313 AVG 0.218 ISO 10% BB
Excellent OPS of 0.901—well above College average
Exceptional contact ability—5% K rate is well below average with a strong 313 AVG
👤
96
#25 Tenly Grisham ●○○
0.653 OPS 0.263 AVG 0.026 ISO 13% BB
Low strikeout rate of 5%—puts the ball in play consistently
Dynamic speed threat with 7 SB—forces defenses to account for the running game
👤
95
#16 Hope Jenkins ○○○
0.222 OPS 0.111 AVG 0.000 ISO 0% BB
Developing hitter with room for growth

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: 864 (96 avg)
1 Modern Leadoff
👤
#22 Taylor Malvin
94
0.415 AVG 0.506 OBP 0.462 SLG 0.968 OPS
Fit: 107/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
👤
#32 Madi George
118
0.450 AVG 0.548 OBP 0.867 SLG 1.415 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
👤
#3 Persy Llamas
107
0.425 AVG 0.463 OBP 0.685 SLG 1.148 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
👤
#1 Mackenzie Pickens
113
0.355 AVG 0.488 OBP 0.726 SLG 1.214 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
👤
#20 Cassie Reasner
98
0.313 AVG 0.370 OBP 0.531 SLG 0.901 OPS
Fit: 99/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
👤
#26 Laylonna Applin
106
0.190 AVG 0.433 OBP 0.381 SLG 0.814 OPS
Fit: 89/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
👤
#25 Tenly Grisham
96
0.263 AVG 0.364 OBP 0.289 SLG 0.653 OPS
Fit: 87/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
👤
#34 Rachel Connors
94
0.316 AVG 0.409 OBP 0.316 SLG 0.725 OPS
Fit: 85/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
👤
#21 Grace Thompson
99
0.310 AVG 0.453 OBP 0.476 SLG 0.929 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

Persy Llamas is close to Taylor Malvin for #1 — consider platoon

Taylor Malvin is close to Taylor Malvin for #1 — consider platoon

Tenly Grisham is close to Taylor Malvin for #1 — consider platoon

Laylonna Applin is close to Taylor Malvin for #1 — consider platoon

Ryan Starr is close to Taylor Malvin for #1 — consider platoon

Traditional: Classic coaching wisdom — refined with unique roles for every slot
A+ Fit Score: 854 (94.9 avg)
1 Speed/OBP Hybrid
👤
#22 Taylor Malvin
94
0.415 AVG 0.506 OBP 0.462 SLG 0.968 OPS
Fit: 106/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
👤
#3 Persy Llamas
107
0.425 AVG 0.463 OBP 0.685 SLG 1.148 OPS
Fit: 96/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
👤
#32 Madi George
118
0.450 AVG 0.548 OBP 0.867 SLG 1.415 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
👤
#1 Mackenzie Pickens
113
0.355 AVG 0.488 OBP 0.726 SLG 1.214 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
👤
#21 Grace Thompson
99
0.310 AVG 0.453 OBP 0.476 SLG 0.929 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
👤
#20 Cassie Reasner
98
0.313 AVG 0.370 OBP 0.531 SLG 0.901 OPS
Fit: 88/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
👤
#25 Tenly Grisham
96
0.263 AVG 0.364 OBP 0.289 SLG 0.653 OPS
Fit: 85/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
👤
#34 Rachel Connors
94
0.316 AVG 0.409 OBP 0.316 SLG 0.725 OPS
Fit: 85/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
👤
#28 Ryan Starr
110
0.000 AVG 0.429 OBP 0.000 SLG 0.429 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

Taylor Malvin is close to Taylor Malvin for #1 — consider platoon

Tenly Grisham is close to Taylor Malvin for #1 — consider platoon

Persy Llamas is close to Persy Llamas for #2 — consider platoon

Taylor Malvin is close to Persy Llamas for #2 — consider platoon

Tenly Grisham is close to Persy Llamas for #2 — consider platoon

wOBA Optimized: Data-driven — uses wOBA with tier groupings for maximum run production
A Fit Score: 802 (89.1 avg)
1 Pure Table-Setter
👤
#1 Mackenzie Pickens
113
0.355 AVG 0.488 OBP 0.726 SLG 1.214 OPS 0.504 wOBA
Fit: 87/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
👤
#32 Madi George
118
0.450 AVG 0.548 OBP 0.867 SLG 1.415 OPS 0.580 wOBA
Fit: 106/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
👤
#21 Grace Thompson
99
0.310 AVG 0.453 OBP 0.476 SLG 0.929 OPS 0.418 wOBA
Fit: 93/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
👤
#3 Persy Llamas
107
0.425 AVG 0.463 OBP 0.685 SLG 1.148 OPS 0.486 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
👤
#22 Taylor Malvin
94
0.415 AVG 0.506 OBP 0.462 SLG 0.968 OPS 0.441 wOBA
Fit: 83/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
👤
#23 Taylor Roman
93
0.314 AVG 0.400 OBP 0.486 SLG 0.886 OPS 0.391 wOBA
Fit: 72/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
👤
#26 Laylonna Applin
106
0.190 AVG 0.433 OBP 0.381 SLG 0.814 OPS 0.385 wOBA
Fit: 84/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
👤
#20 Cassie Reasner
98
0.313 AVG 0.370 OBP 0.531 SLG 0.901 OPS 0.383 wOBA
Fit: 94/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
👤
#8 Kennedy Bunker
98
0.268 AVG 0.380 OBP 0.488 SLG 0.868 OPS 0.377 wOBA
Fit: 80/100
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

Mackenzie Pickens is close to Mackenzie Pickens for #1 — consider platoon

Persy Llamas is close to Mackenzie Pickens for #1 — consider platoon

Cassie Reasner is close to Mackenzie Pickens for #1 — consider platoon

Grace Thompson is close to Mackenzie Pickens for #1 — consider platoon

Taylor Malvin is close to Mackenzie Pickens for #1 — consider platoon

Small Ball: Manufactured runs — speed, contact, and situational hitting
A+ Fit Score: 818 (90.9 avg)
1 Speed Demon
👤
#22 Taylor Malvin
94
0.415 AVG 0.506 OBP 0.462 SLG 0.968 OPS
Fit: 107/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
👤
#25 Tenly Grisham
96
0.263 AVG 0.364 OBP 0.289 SLG 0.653 OPS
Fit: 96/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
👤
#32 Madi George
118
0.450 AVG 0.548 OBP 0.867 SLG 1.415 OPS
Fit: 101/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
👤
#3 Persy Llamas
107
0.425 AVG 0.463 OBP 0.685 SLG 1.148 OPS
Fit: 102/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
👤
#20 Cassie Reasner
98
0.313 AVG 0.370 OBP 0.531 SLG 0.901 OPS
Fit: 97/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
👤
#26 Laylonna Applin
106
0.190 AVG 0.433 OBP 0.381 SLG 0.814 OPS
Fit: 78/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
👤
#21 Grace Thompson
99
0.310 AVG 0.453 OBP 0.476 SLG 0.929 OPS
Fit: 68/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
👤
#1 Mackenzie Pickens
113
0.355 AVG 0.488 OBP 0.726 SLG 1.214 OPS
Fit: 81/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
👤
#28 Ryan Starr
110
0.000 AVG 0.429 OBP 0.000 SLG 0.429 OPS
Fit: 87/100
Speed / OBP Option: Second leadoff or speed reserve

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

Platoon Opportunities

Taylor Malvin is close to Taylor Malvin for #1 — consider platoon

Tenly Grisham is close to Taylor Malvin for #1 — consider platoon

Ryan Starr is close to Taylor Malvin for #1 — consider platoon

Taylor Malvin is close to Tenly Grisham for #2 — consider platoon

Tenly Grisham is close to Tenly Grisham for #2 — consider platoon

Power: Maximize slugging — stack big bats early and let them drive runs
A+ Fit Score: 890 (98.9 avg)
1 Power / OBP Hybrid
👤
#26 Laylonna Applin
106
0.190 AVG 0.433 OBP 0.381 SLG 0.814 OPS
Fit: 105/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
👤
#32 Madi George
118
0.450 AVG 0.548 OBP 0.867 SLG 1.415 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
👤
#1 Mackenzie Pickens
113
0.355 AVG 0.488 OBP 0.726 SLG 1.214 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
👤
#3 Persy Llamas
107
0.425 AVG 0.463 OBP 0.685 SLG 1.148 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
👤
#20 Cassie Reasner
98
0.313 AVG 0.370 OBP 0.531 SLG 0.901 OPS
Fit: 98/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
👤
#21 Grace Thompson
99
0.310 AVG 0.453 OBP 0.476 SLG 0.929 OPS
Fit: 92/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
👤
#22 Taylor Malvin
94
0.415 AVG 0.506 OBP 0.462 SLG 0.968 OPS
Fit: 93/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
👤
#8 Kennedy Bunker
98
0.268 AVG 0.380 OBP 0.488 SLG 0.868 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
👤
#23 Taylor Roman
93
0.314 AVG 0.400 OBP 0.486 SLG 0.886 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment

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

Platoon Opportunities

Mackenzie Pickens is close to Laylonna Applin for #1 — consider platoon

Persy Llamas is close to Laylonna Applin for #1 — consider platoon

Grace Thompson is close to Laylonna Applin for #1 — consider platoon

Laylonna Applin is close to Laylonna Applin for #1 — consider platoon

Mackenzie Pickens is close to Madi George for #2 — consider platoon

Is this your team?

Take ownership of this page and manage your own roster, stats, and branding.

Claim This Page

Want this for your team?

Beautiful stat pages for any youth or college team. Try it free.

Get Started