Michigan Softball
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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 4.05 is needs work (College benchmark: 2.80). WHIP 1.50 is elevated (benchmark: 1.20). Team K/BB of 1.89 is below the 3.5 standard. Healthy workload distribution across 6 arms—good rotation management. No dominant ace yet, but 4 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.
105
#19 Reganne Bennett No.3 / Spot Starter
Strengths
Dominant strikeout ability with K/IP of 1.50—consistently generates swings-and-misses
Areas to Watch
High WHIP of 2.50—too many baserunners create constant pressure
Free passes (BB + HBP) rate of 1.00/IP—giving away too many bases without contact
ERA looks good but WHIP of 2.50 suggests possible regression—stranding runners at high rate
Low K/BB ratio of 1.5—needs to develop better putaway ability
Recommendations
First-pitch strike emphasis: aim for 65%+ first-pitch-strike rate through better early-count aggression
Command-first approach: simplify to one primary pitch, work on hitting spots, then gradually add secondary offerings
Underlying numbers suggest tougher times ahead—proactively improve WHIP through better location
102
#21 Kat Meyers No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.33 BB/IP)—attacks the zone confidently
Allows less than one hit per inning (0.98 H/IP)—tough to square up
Recommendations
Focus on fundamentals: command, velocity development, and building confidence through repetition
100
#11 Erin Hoehn Situational
Strengths
Strike thrower with low walk rate (0.39 BB/IP)—attacks the zone confidently
High innings (85.1 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
High WHIP of 1.61—too many baserunners create constant pressure
Recommendations
Contact quality work: add movement/deception to induce weaker contact—change speeds more frequently
97
#22 Gabby Ellis No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.46 BB/IP)—attacks the zone confidently
High innings (72.1 IP) shows coach's trust—reliability makes them a go-to pitcher
Allows less than one hit per inning (1.00 H/IP)—tough to square up
Areas to Watch
ERA of 4.06 doesn't reflect solid WHIP of 1.45—may be stranding fewer runners than expected
Recommendations
First-pitch strike emphasis: aim for 65%+ first-pitch-strike rate through better early-count aggression
Focus on keeping innings clean: practice pitching with runners on, emphasize composure and strand rate
95
#15 Haley Ferguson No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.40 BB/IP)—attacks the zone confidently
Solid ERA of 3.36—reliable run prevention for the team
Allows less than one hit per inning (0.92 H/IP)—tough to square up
Areas to Watch
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
Strikeout development: add velocity work, develop sharper breaking pitch, practice two-strike putaway approach
91
#5 Grayson Lamarche Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 1.80—too many baserunners create constant pressure
Low K/BB ratio of 1.8—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
Team Action Items
- Team WHIP of 1.50 is well above the 1.20 benchmark. Focus on command refinement and pitch location awareness.
- Increase strikeout capability from 0.79 to 1.0+ K/IP. Develop sharper secondary pitches and practice two-strike sequences.
StatLine Hitting-IQ
Powered by StatLine AnalyticsTeam OPS of 0.941 is excellent (College benchmark: 0.750). Team batting 318 with 0.394 OBP and 0.547 SLG. Strikeout rate of 19% is solid (benchmark: 20%). 58 HR with team ISO of 0.230—legitimate power throughout the lineup. 38 team SB—speed is a weapon this lineup uses well.Deep lineup with 10 hitters at or above OPS benchmark—no easy outs.
126
#2 Lauren Putz ●●●
Strengths
Dominant hitter with 1.568 OPS and 467 AVG—one of the best bats at the College level
Elite wOBA of 0.618—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.533 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
107
#11 Erin Hoehn ●●○
Strengths
Dominant hitter with 1.057 OPS and 360 AVG—one of the best bats at the College level
Excellent wOBA of 0.450—well above College average
Plus power with 0.256 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
#13 Jenissa Conway ●●●
Strengths
Dominant hitter with 1.200 OPS and 372 AVG—one of the best bats at the College level
Elite wOBA of 0.492—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.414 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
102
#7 Maddie Erickson ●●○
Strengths
Low strikeout rate of 15%—puts the ball in play consistently
Plus power with 0.219 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.109 OBP premium over AVG shows a disciplined, selective approach
BABIP of 0.203 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
On-base percentage of 0.327 limits offensive value—not getting on base enough
Recommendations
Low BABIP suggests bad luck—maintain current approach, results should improve with more plate appearances
98
#17 Lexi Dellamonica ○○○
Strengths
Elite wOBA of 0.489—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.600 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.229 OBP premium over AVG shows a disciplined, selective approach
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
97
#32 Lily Palko ●○○
Strengths
Plus power with 0.182 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.175 OBP premium over AVG shows a disciplined, selective approach
BABIP of 0.222 suggests bad luck—likely to see AVG rise with more at-bats
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
96
#18 Sydney Hastings ●○○
Strengths
Low strikeout rate of 14%—puts the ball in play consistently
Excellent plate selectivity—0.139 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
96
#19 Reganne Bennett ○○○
Strengths
Excellent wOBA of 0.419—well above College average
Exceptional contact ability—0% K rate is well below average with a strong 375 AVG
Areas to Watch
Small sample size of 8 AB—trends may change with more plate appearances
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
95
#16 Cece Thorington ○○○
Strengths
Solid wOBA of 0.359—at or above benchmark
Dynamic speed threat with 3 SB—forces defenses to account for the running game
Areas to Watch
Small sample size of 7 AB—trends may change with more plate appearances
Recommendations
Continue building at-bats—more data will allow better analysis and more targeted recommendations
95
#4 Rachel Del Busto ○○○
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
94
#22 Gabby Ellis ○○○
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
93
#10 Andee Dircks ○○○
Strengths
Developing hitter with room for growth
Areas to Watch
Elevated strikeout rate at 33%—working on two-strike approach would help
Free swinger profile: high K rate with low walk rate—chasing pitches outside the zone
BABIP of 0.500 is elevated—batting average may regress as luck normalizes
Small sample size of 3 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
Good contact base—develop power by working on bat speed, launch angle, and driving through the ball
Improve plate selectivity: work counts, take more pitches early, and improve strike zone recognition to widen the OBP-AVG gap
92
#20 Lilly Vallimont ●●●
Strengths
Solid wOBA of 0.360—at or above benchmark
Plus power with 0.222 ISO—generates extra-base hits at an elite rate
Areas to Watch
On-base percentage of 0.333 limits offensive value—not getting on base enough
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
91
#25 Ella Stephenson ●●●
Strengths
Solid wOBA of 0.362—at or above benchmark
Low strikeout rate of 14%—puts the ball in play consistently
Plus power with 0.222 ISO—generates extra-base hits at an elite rate
Areas to Watch
On-base percentage of 0.336 limits offensive value—not getting on base enough
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
90
#44 Indiana Langford ●●○
Strengths
Excellent wOBA of 0.418—well above College average
Low strikeout rate of 14%—puts the ball in play consistently
Excellent plate selectivity—0.122 OBP premium over AVG shows a disciplined, selective approach
Areas to Watch
BABIP of 0.442 is elevated—batting average may regress as luck normalizes
Limited power with 0.011 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
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
#44 Indiana Langford
90
0.378 AVG 0.500 OBP 0.389 SLG 0.889 OPS
Fit: 110/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
#2 Lauren Putz
126
0.467 AVG 0.568 OBP 1.000 SLG 1.568 OPS
Fit: 106/100
Best Available Hitter: Top offensive weapon — OPS and OBP
3 Situational Clutch
#19 Reganne Bennett
96
0.375 AVG 0.444 OBP 0.500 SLG 0.944 OPS
Fit: 104/100
Situational Clutch: Clutch run-producer — drives in runners
4 Run Producer
#11 Erin Hoehn
107
0.360 AVG 0.441 OBP 0.616 SLG 1.057 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
#25 Ella Stephenson
91
0.308 AVG 0.336 OBP 0.530 SLG 0.866 OPS
Fit: 93/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
#16 Cece Thorington
95
0.286 AVG 0.375 OBP 0.429 SLG 0.804 OPS
Fit: 85/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
#13 Jenissa Conway
103
0.372 AVG 0.414 OBP 0.786 SLG 1.200 OPS
Fit: 85/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
#14 Janelle Ilacqua
76
0.333 AVG 0.379 OBP 0.414 SLG 0.793 OPS
Fit: 82/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
#17 Lexi Dellamonica
98
0.200 AVG 0.429 OBP 0.800 SLG 1.229 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
Lauren Putz is close to Indiana Langford for #1 — consider platoon
Jenissa Conway is close to Indiana Langford for #1 — consider platoon
Indiana Langford is close to Indiana Langford for #1 — consider platoon
Kiley Carr is close to Lauren Putz for #2 — consider platoon
Lauren Putz is close to Lauren Putz for #2 — consider platoon
1 Speed/OBP Hybrid
#44 Indiana Langford
90
0.378 AVG 0.500 OBP 0.389 SLG 0.889 OPS
Fit: 109/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
#13 Jenissa Conway
103
0.372 AVG 0.414 OBP 0.786 SLG 1.200 OPS
Fit: 90/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
#2 Lauren Putz
126
0.467 AVG 0.568 OBP 1.000 SLG 1.568 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
#11 Erin Hoehn
107
0.360 AVG 0.441 OBP 0.616 SLG 1.057 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
#7 Maddie Erickson
102
0.218 AVG 0.327 OBP 0.437 SLG 0.764 OPS
Fit: 101/100
Secondary Power: Run producer behind cleanup
6 Steady Contact
#19 Reganne Bennett
96
0.375 AVG 0.444 OBP 0.500 SLG 0.944 OPS
Fit: 98/100
Steady Contact: Keeps innings alive, advances runners
7 Opportunistic
#16 Cece Thorington
95
0.286 AVG 0.375 OBP 0.429 SLG 0.804 OPS
Fit: 83/100
Opportunistic: Contributes at-bats, opportunistic swings
8 Bottom Bat
#25 Ella Stephenson
91
0.308 AVG 0.336 OBP 0.530 SLG 0.866 OPS
Fit: 84/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
#17 Lexi Dellamonica
98
0.200 AVG 0.429 OBP 0.800 SLG 1.229 OPS
Fit: 84/100
Second Leadoff / Depth: Sets up top of order or developmental spot
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Lauren Putz is close to Indiana Langford for #1 — consider platoon
Jenissa Conway is close to Indiana Langford for #1 — consider platoon
Indiana Langford is close to Indiana Langford for #1 — consider platoon
Lauren Putz is close to Jenissa Conway for #2 — consider platoon
Jenissa Conway is close to Jenissa Conway for #2 — consider platoon
1 Pure Table-Setter
#17 Lexi Dellamonica
98
0.200 AVG 0.429 OBP 0.800 SLG 1.229 OPS 0.489 wOBA
Fit: 88/100
Pure Table-Setter: Highest OBP among top 3 wOBA hitters
2 Best Hitter
#2 Lauren Putz
126
0.467 AVG 0.568 OBP 1.000 SLG 1.568 OPS 0.618 wOBA
Fit: 106/100
Best Hitter: Highest wOBA — best hitter gets most productive spot
3 Supporting Quality
#19 Reganne Bennett
96
0.375 AVG 0.444 OBP 0.500 SLG 0.944 OPS 0.419 wOBA
Fit: 102/100
Supporting Quality: Surprisingly unimportant per The Book — 5th-best wOBA
4 Power / RBI Context
#13 Jenissa Conway
103
0.372 AVG 0.414 OBP 0.786 SLG 1.200 OPS 0.492 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
#11 Erin Hoehn
107
0.360 AVG 0.441 OBP 0.616 SLG 1.057 OPS 0.450 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
#44 Indiana Langford
90
0.378 AVG 0.500 OBP 0.389 SLG 0.889 OPS 0.418 wOBA
Fit: 90/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
#25 Ella Stephenson
91
0.308 AVG 0.336 OBP 0.530 SLG 0.866 OPS 0.362 wOBA
Fit: 55/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
#20 Lilly Vallimont
92
0.286 AVG 0.333 OBP 0.508 SLG 0.841 OPS 0.360 wOBA
Fit: 88/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
#1 Kiley Carr
85
0.308 AVG 0.368 OBP 0.442 SLG 0.810 OPS 0.359 wOBA
Fit: 73/100
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
Lauren Putz is close to Lexi Dellamonica for #1 — consider platoon
Jenissa Conway is close to Lexi Dellamonica for #1 — consider platoon
Cece Thorington is close to Lexi Dellamonica for #1 — consider platoon
Lexi Dellamonica is close to Lexi Dellamonica for #1 — consider platoon
Reganne Bennett is close to Lexi Dellamonica for #1 — consider platoon
1 Speed Demon
#44 Indiana Langford
90
0.378 AVG 0.500 OBP 0.389 SLG 0.889 OPS
Fit: 109/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
#2 Lauren Putz
126
0.467 AVG 0.568 OBP 1.000 SLG 1.568 OPS
Fit: 92/100
Slap / Contact Specialist: Bat control, bunting ability, advancing runners
3 Hit-and-Run Hitter
#19 Reganne Bennett
96
0.375 AVG 0.444 OBP 0.500 SLG 0.944 OPS
Fit: 104/100
Hit-and-Run Hitter: Contact with gap power for situational hitting
4 Best RBI Option
#25 Ella Stephenson
91
0.308 AVG 0.336 OBP 0.530 SLG 0.866 OPS
Fit: 89/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
#11 Erin Hoehn
107
0.360 AVG 0.441 OBP 0.616 SLG 1.057 OPS
Fit: 83/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
#13 Jenissa Conway
103
0.372 AVG 0.414 OBP 0.786 SLG 1.200 OPS
Fit: 77/100
Contact / Speed Balance: Keeps pressure on defense with contact and legs
7 Table-Setter 2.0
#16 Cece Thorington
95
0.286 AVG 0.375 OBP 0.429 SLG 0.804 OPS
Fit: 81/100
Table-Setter 2.0: Sets up top of order — OBP and legs
8 Situational Hitter
#4 Rachel Del Busto
95
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
#17 Lexi Dellamonica
98
0.200 AVG 0.429 OBP 0.800 SLG 1.229 OPS
Fit: 79/100
Speed / OBP Option: Second leadoff or speed reserve
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Lauren Putz is close to Indiana Langford for #1 — consider platoon
Jenissa Conway is close to Indiana Langford for #1 — consider platoon
Indiana Langford is close to Indiana Langford for #1 — consider platoon
Lauren Putz is close to Lauren Putz for #2 — consider platoon
Indiana Langford is close to Lauren Putz for #2 — consider platoon
1 Power / OBP Hybrid
#17 Lexi Dellamonica
98
0.200 AVG 0.429 OBP 0.800 SLG 1.229 OPS
Fit: 108/100
Power / OBP Hybrid: Gets on base with pop — not a slapper
2 Best Power Hitter
#2 Lauren Putz
126
0.467 AVG 0.568 OBP 1.000 SLG 1.568 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
#11 Erin Hoehn
107
0.360 AVG 0.441 OBP 0.616 SLG 1.057 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
#13 Jenissa Conway
103
0.372 AVG 0.414 OBP 0.786 SLG 1.200 OPS
Fit: 103/100
Third-Best Power: Power bat — capitalises on base-runners
5 Gap Power / Contact
#19 Reganne Bennett
96
0.375 AVG 0.444 OBP 0.500 SLG 0.944 OPS
Fit: 101/100
Gap Power / Contact: Drives the ball into gaps — doubles threat
6 Supporting Power
#25 Ella Stephenson
91
0.308 AVG 0.336 OBP 0.530 SLG 0.866 OPS
Fit: 92/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
#44 Indiana Langford
90
0.378 AVG 0.500 OBP 0.389 SLG 0.889 OPS
Fit: 87/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
#7 Maddie Erickson
102
0.218 AVG 0.327 OBP 0.437 SLG 0.764 OPS
Fit: 95/100
Best Remaining Bat: Pure offensive output from depth
9 Wildcard
#16 Cece Thorington
95
0.286 AVG 0.375 OBP 0.429 SLG 0.804 OPS
Fit: 93/100
Wildcard: Speed option or extra power — dynamic assignment
5 platoon opportunity(ies) identified — see platoons for details.
Platoon Opportunities
Lauren Putz is close to Lexi Dellamonica for #1 — consider platoon
Jenissa Conway is close to Lexi Dellamonica for #1 — consider platoon
Cece Thorington is close to Lexi Dellamonica for #1 — consider platoon
Lexi Dellamonica is close to Lexi Dellamonica for #1 — consider platoon
Kiley Carr is close to Lauren Putz for #2 — consider platoon