Oklahoma State Softball
Oklahoma State (6-4)
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 3.21 is average (College benchmark: 2.80). WHIP 1.31 is acceptable (benchmark: 1.20). Team K/BB of 2.68 is below the 3.5 standard. Low free-pass rate of 0.30/IP—staff attacks the zone effectively. ⚠️ Top pitcher throwing 61% 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. 1 pitcher(s) still working on fundamentals—give them low-pressure innings to build confidence.
118
#66 Ruby Meylan No.2 Starter
Strengths
Dominant strikeout ability with K/IP of 1.00—consistently generates swings-and-misses
Solid K/BB ratio of 3.8—good command with effective pitch mix
Strike thrower with low walk rate (0.26 BB/IP)—attacks the zone confidently
Strong WHIP of 1.08—effective at limiting baserunners
High innings (148.2 IP) shows coach's trust—reliability makes them a go-to pitcher
Recommendations
Advanced development: experiment with pitch sequencing, study opposing hitters, work on situational pitching
Throwing 61% of team innings—monitor workload to prevent fatigue in postseason
105
#8 Madison Hoffman Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 3.00—too many baserunners create constant pressure
Walk rate of 2.73 BB/IP is concerning—struggles with command lead to self-inflicted damage
Free passes (BB + HBP) rate of 2.25/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
Limited data—get more reps in practice and low-pressure situations before making major changes
96
#11 Preslee Downing No.3 / Spot Starter
Strengths
Dominant strikeout ability with K/IP of 0.64—consistently generates swings-and-misses
Solid K/BB ratio of 3.6—good command with effective pitch mix
Strike thrower with low walk rate (0.18 BB/IP)—attacks the zone confidently
Recommendations
Focus on fundamentals: command, velocity development, and building confidence through repetition
89
#4 Rylee Crandall Situational
Strengths
Strike thrower with low walk rate (0.41 BB/IP)—attacks the zone confidently
Areas to Watch
High WHIP of 1.78—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
Team Action Items
- Increase strikeout capability from 0.82 to 1.0+ K/IP. Develop sharper secondary pitches and practice two-strike sequences.
- Workload imbalance: Ruby Meylan has 148.2 IP vs #2's 65.2 IP. Develop depth by extending other pitchers' outings.
StatLine Hitting-IQ
Powered by StatLine AnalyticsTeam OPS of 0.921 is excellent (College benchmark: 0.750). Team batting 312 with 0.411 OBP and 0.510 SLG. Strikeout rate of 17% is solid (benchmark: 20%). 39 HR with team ISO of 0.197—legitimate power throughout the lineup. 61 team SB—speed is a weapon this lineup uses well.Deep lineup with 11 hitters at or above OPS benchmark—no easy outs.
113
#18 Claire Timm ●●○
Strengths
Dominant hitter with 1.161 OPS and 389 AVG—one of the best bats at the College level
Elite wOBA of 0.489—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.285 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
112
#3 Amanda Hasler ●●○
Strengths
Excellent wOBA of 0.454—well above College average
Plus power with 0.376 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.108 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
108
#34 Jayelle Austin ●●○
Strengths
Excellent wOBA of 0.419—well above College average
Plus power with 0.253 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.206 OBP premium over AVG shows a disciplined, selective approach
Dynamic speed threat with 11 SB—forces defenses to account for the running game
Areas to Watch
Elevated strikeout rate at 30%—working on two-strike approach would help
Recommendations
Priority: Two-strike approach work—shorten swing, expand zone awareness, and focus on putting the ball in play
108
#33 Gabby Castillo ●○○
Strengths
Dominant hitter with 1.042 OPS and 353 AVG—one of the best bats at the College level
Excellent wOBA of 0.472—well above College average
Low strikeout rate of 15%—puts the ball in play consistently
Excellent plate selectivity—0.189 OBP premium over AVG shows a disciplined, selective approach
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
6 SB shows dynamic speed—continue smart baserunning and pick good steal situations
107
#31 Lexi Mcdonald ●○○
Strengths
Excellent wOBA of 0.424—well above College average
Exceptional contact ability—9% K rate is well below average with a strong 313 AVG
Excellent plate selectivity—0.150 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
105
#26 Rosie Davis ●●●
Strengths
Dominant hitter with 1.006 OPS and 317 AVG—one of the best bats at the College level
Excellent wOBA of 0.424—well above College average
Low strikeout rate of 12%—puts the ball in play consistently
Plus power with 0.301 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
103
#14 Karli Godwin ●●●
Strengths
Excellent wOBA of 0.400—well above College average
Exceptional contact ability—9% K rate is well below average with a strong 318 AVG
Good power showing with 3 HR and 0.146 ISO
Excellent plate selectivity—0.109 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
101
#7 Aubrey Jones ●●○
Strengths
Dominant hitter with 0.981 OPS and 347 AVG—one of the best bats at the College level
Excellent wOBA of 0.421—well above College average
Plus power with 0.211 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
100
#8 Madison Hoffman ○○○
Strengths
Elite wOBA of 0.525—outcome-weighted offense far exceeds the 0.340 benchmark
Excellent plate selectivity—0.171 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Elevated strikeout rate at 44%—working on two-strike approach would help
BABIP of 0.800 is elevated—batting average may regress as luck normalizes
Small sample size of 9 AB—trends may change with more plate appearances
Recommendations
Priority: Two-strike approach work—shorten swing, expand zone awareness, and focus on putting the ball in play
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
98
#25 Macy Graf ○○○
Strengths
Excellent plate selectivity—0.250 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
Small sample size of 3 AB—trends may change with more plate appearances
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
97
#13 Libby Jaques ○○○
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
94
#22 Elle Mccloskey ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Elevated strikeout rate at 50%—working on two-strike approach would help
Free swinger profile: high K rate with low walk rate—chasing pitches outside the zone
Small sample size of 4 AB—trends may change with more plate appearances
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
Continue building at-bats—more data will allow better analysis and more targeted recommendations
92
#17 Montgomery Henderson ●○○
Strengths
Solid wOBA of 0.385—at or above benchmark
Areas to Watch
BABIP of 0.438 is elevated—batting average may regress as luck normalizes
Limited power with 0.053 ISO—needs to drive the ball with more authority
Recommendations
Good contact base—develop power by working on bat speed, launch angle, and driving through the ball
BABIP suggests some luck in current average—focus on hitting line drives and hard contact to sustain performance
92
#23 Melina Wilkison ●○○
Strengths
Low strikeout rate of 14%—puts the ball in play consistently
Dynamic speed threat with 3 SB—forces defenses to account for the running game
Areas to Watch
On-base percentage of 0.320 limits offensive value—not getting on base enough
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
89
#6 Audrey Schneidmiller ●●○
Strengths
Solid wOBA of 0.369—at or above benchmark
Good power showing with 2 HR and 0.125 ISO
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
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
#33 Gabby Castillo
108
0.353 AVG 0.542 OBP 0.500 SLG 1.042 OPS
Fit: 103/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
#18 Claire Timm
113
0.389 AVG 0.487 OBP 0.674 SLG 1.161 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
#31 Lexi Mcdonald
107
0.313 AVG 0.463 OBP 0.469 SLG 0.932 OPS
Fit: 100/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
#3 Amanda Hasler
112
0.307 AVG 0.415 OBP 0.683 SLG 1.098 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
#14 Karli Godwin
103
0.318 AVG 0.427 OBP 0.464 SLG 0.891 OPS
Fit: 97/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
#17 Montgomery Henderson
92
0.368 AVG 0.429 OBP 0.421 SLG 0.850 OPS
Fit: 86/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
#13 Libby Jaques
97
0.333 AVG 0.333 OBP 0.333 SLG 0.666 OPS
Fit: 90/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
#9 Tia Warsop
79
0.336 AVG 0.393 OBP 0.400 SLG 0.793 OPS
Fit: 87/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
#26 Rosie Davis
105
0.317 AVG 0.388 OBP 0.618 SLG 1.006 OPS
Fit: 87/100
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
Gabby Castillo is close to Gabby Castillo for #1 — consider platoon
Rosie Davis is close to Gabby Castillo for #1 — consider platoon
Karli Godwin is close to Gabby Castillo for #1 — consider platoon
Amanda Hasler is close to Gabby Castillo for #1 — consider platoon
Libby Jaques is close to Gabby Castillo for #1 — consider platoon
1 Speed/OBP Hybrid
#13 Libby Jaques
97
0.333 AVG 0.333 OBP 0.333 SLG 0.666 OPS
Fit: 105/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
#9 Tia Warsop
79
0.336 AVG 0.393 OBP 0.400 SLG 0.793 OPS
Fit: 95/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
#18 Claire Timm
113
0.389 AVG 0.487 OBP 0.674 SLG 1.161 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
#3 Amanda Hasler
112
0.307 AVG 0.415 OBP 0.683 SLG 1.098 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
#33 Gabby Castillo
108
0.353 AVG 0.542 OBP 0.500 SLG 1.042 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
#14 Karli Godwin
103
0.318 AVG 0.427 OBP 0.464 SLG 0.891 OPS
Fit: 81/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
#26 Rosie Davis
105
0.317 AVG 0.388 OBP 0.618 SLG 1.006 OPS
Fit: 87/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
#31 Lexi Mcdonald
107
0.313 AVG 0.463 OBP 0.469 SLG 0.932 OPS
Fit: 88/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
#6 Audrey Schneidmiller
89
0.319 AVG 0.400 OBP 0.444 SLG 0.844 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
Gabby Castillo is close to Libby Jaques for #1 — consider platoon
Rosie Davis is close to Libby Jaques for #1 — consider platoon
Karli Godwin is close to Libby Jaques for #1 — consider platoon
Amanda Hasler is close to Libby Jaques for #1 — consider platoon
Libby Jaques is close to Libby Jaques for #1 — consider platoon
1 Pure Table-Setter
#33 Gabby Castillo
108
0.353 AVG 0.542 OBP 0.500 SLG 1.042 OPS 0.472 wOBA
Fit: 101/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
#8 Madison Hoffman
100
0.444 AVG 0.615 OBP 0.556 SLG 1.171 OPS 0.525 wOBA
Fit: 106/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
#31 Lexi Mcdonald
107
0.313 AVG 0.463 OBP 0.469 SLG 0.932 OPS 0.424 wOBA
Fit: 93/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
#18 Claire Timm
113
0.389 AVG 0.487 OBP 0.674 SLG 1.161 OPS 0.489 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
#3 Amanda Hasler
112
0.307 AVG 0.415 OBP 0.683 SLG 1.098 OPS 0.454 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
#26 Rosie Davis
105
0.317 AVG 0.388 OBP 0.618 SLG 1.006 OPS 0.424 wOBA
Fit: 86/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
#7 Aubrey Jones
101
0.347 AVG 0.423 OBP 0.558 SLG 0.981 OPS 0.421 wOBA
Fit: 81/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
#34 Jayelle Austin
108
0.241 AVG 0.447 OBP 0.494 SLG 0.941 OPS 0.419 wOBA
Fit: 83/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
#14 Karli Godwin
103
0.318 AVG 0.427 OBP 0.464 SLG 0.891 OPS 0.400 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
Gabby Castillo is close to Gabby Castillo for #1 — consider platoon
Rosie Davis is close to Gabby Castillo for #1 — consider platoon
Karli Godwin is close to Gabby Castillo for #1 — consider platoon
Amanda Hasler is close to Gabby Castillo for #1 — consider platoon
Libby Jaques is close to Gabby Castillo for #1 — consider platoon
1 Speed Demon
#13 Libby Jaques
97
0.333 AVG 0.333 OBP 0.333 SLG 0.666 OPS
Fit: 110/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
#14 Karli Godwin
103
0.318 AVG 0.427 OBP 0.464 SLG 0.891 OPS
Fit: 91/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
#31 Lexi Mcdonald
107
0.313 AVG 0.463 OBP 0.469 SLG 0.932 OPS
Fit: 95/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
#26 Rosie Davis
105
0.317 AVG 0.388 OBP 0.618 SLG 1.006 OPS
Fit: 91/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
#33 Gabby Castillo
108
0.353 AVG 0.542 OBP 0.500 SLG 1.042 OPS
Fit: 88/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
#9 Tia Warsop
79
0.336 AVG 0.393 OBP 0.400 SLG 0.793 OPS
Fit: 85/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
#3 Amanda Hasler
112
0.307 AVG 0.415 OBP 0.683 SLG 1.098 OPS
Fit: 84/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
#18 Claire Timm
113
0.389 AVG 0.487 OBP 0.674 SLG 1.161 OPS
Fit: 70/100
Situational Hitter: Puts ball in play, advances runners
9 Speed / OBP Option
#6 Audrey Schneidmiller
89
0.319 AVG 0.400 OBP 0.444 SLG 0.844 OPS
Fit: 83/100
Speed / OBP Option: Second leadoff or speed reserve
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Gabby Castillo is close to Libby Jaques for #1 — consider platoon
Rosie Davis is close to Libby Jaques for #1 — consider platoon
Amanda Hasler is close to Libby Jaques for #1 — consider platoon
Libby Jaques is close to Libby Jaques for #1 — consider platoon
Tia Warsop is close to Libby Jaques for #1 — consider platoon
1 Power / OBP Hybrid
#34 Jayelle Austin
108
0.241 AVG 0.447 OBP 0.494 SLG 0.941 OPS
Fit: 108/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
#18 Claire Timm
113
0.389 AVG 0.487 OBP 0.674 SLG 1.161 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
#3 Amanda Hasler
112
0.307 AVG 0.415 OBP 0.683 SLG 1.098 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
#33 Gabby Castillo
108
0.353 AVG 0.542 OBP 0.500 SLG 1.042 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
#14 Karli Godwin
103
0.318 AVG 0.427 OBP 0.464 SLG 0.891 OPS
Fit: 94/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
#31 Lexi Mcdonald
107
0.313 AVG 0.463 OBP 0.469 SLG 0.932 OPS
Fit: 95/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
#17 Montgomery Henderson
92
0.368 AVG 0.429 OBP 0.421 SLG 0.850 OPS
Fit: 81/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
#26 Rosie Davis
105
0.317 AVG 0.388 OBP 0.618 SLG 1.006 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
#6 Audrey Schneidmiller
89
0.319 AVG 0.400 OBP 0.444 SLG 0.844 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Jayelle Austin is close to Jayelle Austin for #1 — consider platoon
Gabby Castillo is close to Jayelle Austin for #1 — consider platoon
Rosie Davis is close to Jayelle Austin for #1 — consider platoon
Karli Godwin is close to Jayelle Austin for #1 — consider platoon
Amanda Hasler is close to Jayelle Austin for #1 — consider platoon