Michigan Softball
michigan
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 4.56 is needs work (College benchmark: 2.80). WHIP 1.57 is elevated (benchmark: 1.20). Team K/BB of 1.62 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
Solid ERA of 3.50—reliable run prevention for the team
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
99
#11 Erin Hoehn Situational
Strengths
Strike thrower with low walk rate (0.49 BB/IP)—attacks the zone confidently
High innings (101.2 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
High WHIP of 1.68—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
99
#21 Kat Meyers No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.34 BB/IP)—attacks the zone confidently
Recommendations
Focus on fundamentals: command, velocity development, and building confidence through repetition
96
#22 Gabby Ellis No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.44 BB/IP)—attacks the zone confidently
High innings (90 IP) shows coach's trust—reliability makes them a go-to pitcher
Areas to Watch
ERA of 4.82 doesn't reflect solid WHIP of 1.47—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
92
#15 Haley Ferguson No.3 / Spot Starter
Strengths
Strike thrower with low walk rate (0.47 BB/IP)—attacks the zone confidently
Solid ERA of 3.46—reliable run prevention for the team
Areas to Watch
Very poor K/BB ratio of 0.6—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
89
#5 Grayson Lamarche Developmental
Strengths
Developing pitcher with room for growth
Areas to Watch
High WHIP of 1.84—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 1.57 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
Powered by StatLine AnalyticsTeam OPS of 0.931 is excellent (College benchmark: 0.750). Team batting 314 with 0.389 OBP and 0.542 SLG. Strikeout rate of 18% is solid (benchmark: 20%). 67 HR with team ISO of 0.228—legitimate power throughout the lineup. 42 team SB—speed is a weapon this lineup uses well.Deep lineup with 10 hitters at or above OPS benchmark—no easy outs.
127
#2 Lauren Putz ●●●
Strengths
Dominant hitter with 1.553 OPS and 454 AVG—one of the best bats at the College level
Elite wOBA of 0.613—outcome-weighted offense far exceeds the 0.340 benchmark
Plus power with 0.539 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.106 OBP premium over AVG shows a disciplined, selective approach
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
110
#11 Erin Hoehn ●●○
Strengths
Dominant hitter with 1.050 OPS and 356 AVG—one of the best bats at the College level
Excellent wOBA of 0.449—well above College average
Plus power with 0.244 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
#7 Maddie Erickson ●●○
Strengths
Solid wOBA of 0.343—at or above benchmark
Plus power with 0.217 ISO—generates extra-base hits at an elite rate
Excellent plate selectivity—0.107 OBP premium over AVG shows a disciplined, selective approach
BABIP of 0.214 suggests bad luck—likely to see AVG rise with more at-bats
Areas to Watch
On-base percentage of 0.333 limits offensive value—not getting on base enough
Recommendations
Low BABIP suggests bad luck—maintain current approach, results should improve with more plate appearances
101
#13 Jenissa Conway ●●●
Strengths
Dominant hitter with 1.135 OPS and 367 AVG—one of the best bats at the College level
Excellent wOBA of 0.470—well above College average
Plus power with 0.361 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
98
#8 Madi Ramey ●●○
Strengths
Excellent wOBA of 0.414—well above College average
Plus power with 0.246 ISO—generates extra-base hits at an elite rate
Areas to Watch
Elevated strikeout rate at 32%—working on two-strike approach would help
BABIP of 0.400 is elevated—batting average may regress as luck normalizes
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
97
#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
96
#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
#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
#18 Sydney Hastings ●○○
Strengths
Solid wOBA of 0.340—at or above benchmark
Low strikeout rate of 13%—puts the ball in play consistently
Excellent plate selectivity—0.118 OBP premium over AVG shows a disciplined, selective approach
Recommendations
Focus on fundamentals: batting stance, timing, pitch selection, and building confidence at the plate
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
94
#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
#20 Lilly Vallimont ●●●
Strengths
Solid wOBA of 0.359—at or above benchmark
Plus power with 0.215 ISO—generates extra-base hits at an elite rate
Areas to Watch
On-base percentage of 0.335 limits offensive value—not getting on base enough
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
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
92
#25 Ella Stephenson ●●●
Strengths
Solid wOBA of 0.359—at or above benchmark
Low strikeout rate of 13%—puts the ball in play consistently
Plus power with 0.255 ISO—generates extra-base hits at an elite rate
Areas to Watch
On-base percentage of 0.321 limits offensive value—not getting on base enough
Recommendations
Continue current development—work on consistency, situational hitting, and advancing runners
92
#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
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
87
0.345 AVG 0.464 OBP 0.354 SLG 0.818 OPS
Fit: 109/100
Modern Leadoff: OBP-first with speed upside
2 Best Available Hitter
#2 Lauren Putz
127
0.454 AVG 0.560 OBP 0.993 SLG 1.553 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
110
0.356 AVG 0.450 OBP 0.600 SLG 1.050 OPS
Fit: 103/100
Run Producer: Power + RBI capitalising on base-traffic
5 Secondary Producer
#25 Ella Stephenson
92
0.291 AVG 0.321 OBP 0.546 SLG 0.867 OPS
Fit: 93/100
Secondary Producer: Solid all-around bat behind cleanup
6 Quality Contact
#18 Sydney Hastings
95
0.250 AVG 0.368 OBP 0.375 SLG 0.743 OPS
Fit: 85/100
Quality Contact: Productive outs, disciplined approach
7 Table-Setter Lite
#13 Jenissa Conway
101
0.367 AVG 0.407 OBP 0.728 SLG 1.135 OPS
Fit: 85/100
Table-Setter Lite: OBP/speed option before top of order
8 Developmental / Utility
#1 Kiley Carr
83
0.286 AVG 0.342 OBP 0.414 SLG 0.756 OPS
Fit: 80/100
Developmental / Utility: Offensive floor — best available
9 Speed or Depth
#16 Cece Thorington
95
0.286 AVG 0.375 OBP 0.429 SLG 0.804 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
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
87
0.345 AVG 0.464 OBP 0.354 SLG 0.818 OPS
Fit: 108/100
Speed/OBP Hybrid: Gets on base and sets the table
2 Contact & Advancement
#13 Jenissa Conway
101
0.367 AVG 0.407 OBP 0.728 SLG 1.135 OPS
Fit: 89/100
Contact & Advancement: Moves runners, makes contact
3 Best Hitter
#2 Lauren Putz
127
0.454 AVG 0.560 OBP 0.993 SLG 1.553 OPS
Fit: 104/100
Best Hitter: Most complete offensive player
4 Power / RBI
#11 Erin Hoehn
110
0.356 AVG 0.450 OBP 0.600 SLG 1.050 OPS
Fit: 103/100
Power / RBI: Drives in runs with extra-base power
5 Secondary Power
#7 Maddie Erickson
103
0.226 AVG 0.333 OBP 0.443 SLG 0.776 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
92
0.291 AVG 0.321 OBP 0.546 SLG 0.867 OPS
Fit: 83/100
Bottom Bat: Best available offensive output
9 Second Leadoff / Depth
#17 Lexi Dellamonica
97
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
97
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
127
0.454 AVG 0.560 OBP 0.993 SLG 1.553 OPS 0.613 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
101
0.367 AVG 0.407 OBP 0.728 SLG 1.135 OPS 0.470 wOBA
Fit: 103/100
Power / RBI Context: Remaining Tier 1 hitter — power pref for runners-on situations
5 Secondary RBI
#11 Erin Hoehn
110
0.356 AVG 0.450 OBP 0.600 SLG 1.050 OPS 0.449 wOBA
Fit: 101/100
Secondary RBI: 4th-best wOBA — secondary RBI position
6 Tier 3 — Steady
#8 Madi Ramey
98
0.323 AVG 0.400 OBP 0.569 SLG 0.969 OPS 0.414 wOBA
Fit: 65/100
Tier 3 — Steady: Best remaining wOBA — keep innings alive
7 Tier 3 — Catalyst
#44 Indiana Langford
87
0.345 AVG 0.464 OBP 0.354 SLG 0.818 OPS 0.388 wOBA
Fit: 91/100
Tier 3 — Catalyst: Secondary leadoff potential before top of order
8 Tier 3 — Production
#25 Ella Stephenson
92
0.291 AVG 0.321 OBP 0.546 SLG 0.867 OPS 0.359 wOBA
Fit: 90/100
Tier 3 — Production: Best remaining offensive output
9 Tier 3 — Bottom
#20 Lilly Vallimont
94
0.285 AVG 0.335 OBP 0.500 SLG 0.835 OPS 0.359 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
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
87
0.345 AVG 0.464 OBP 0.354 SLG 0.818 OPS
Fit: 109/100
Speed Demon: Pure speed gets on base and creates pressure
2 Slap / Contact Specialist
#2 Lauren Putz
127
0.454 AVG 0.560 OBP 0.993 SLG 1.553 OPS
Fit: 93/100
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
92
0.291 AVG 0.321 OBP 0.546 SLG 0.867 OPS
Fit: 89/100
Best RBI Option: Drives in runs — contact over raw power
5 Secondary Run Producer
#18 Sydney Hastings
95
0.250 AVG 0.368 OBP 0.375 SLG 0.743 OPS
Fit: 83/100
Secondary Run Producer: Contact-first RBI bat
6 Contact / Speed Balance
#13 Jenissa Conway
101
0.367 AVG 0.407 OBP 0.728 SLG 1.135 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
94
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
97
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
97
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
127
0.454 AVG 0.560 OBP 0.993 SLG 1.553 OPS
Fit: 106/100
Best Power Hitter: Biggest bat in the lineup — maximise PA
3 Second-Best Power
#11 Erin Hoehn
110
0.356 AVG 0.450 OBP 0.600 SLG 1.050 OPS
Fit: 104/100
Second-Best Power: Elite slugging, secondary to #2
4 Third-Best Power
#7 Maddie Erickson
103
0.226 AVG 0.333 OBP 0.443 SLG 0.776 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
92
0.291 AVG 0.321 OBP 0.546 SLG 0.867 OPS
Fit: 92/100
Supporting Power: Adds pop depth behind the core
7 Contact / Situational
#44 Indiana Langford
87
0.345 AVG 0.464 OBP 0.354 SLG 0.818 OPS
Fit: 86/100
Contact / Situational: Keeps rallies going in power-heavy order
8 Best Remaining Bat
#13 Jenissa Conway
101
0.367 AVG 0.407 OBP 0.728 SLG 1.135 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