37620VOL
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I asked ChatGPT to analyze our roster based on advanced statistics from HerHoops. The output is kind of long, so grab some popcorn, but interesting and objective, I can't really disagree with any of it - especially the minutes distribution if we move to more traditional substitution patterns.
ChatGPT: I’m going to answer this like a roster fit study: who should handle the ball, who should finish plays, who should space the floor, and who should defend/rebound.
1. What the roster says overall
This team has a pretty clear shape.
Main offensive engines
Most efficient finishers
2. Player-by-player analysis
Talaysia Cooper
What the advanced stats say
Strengths
She should still be the lead guard and offensive organizer. But the key is this:
Do not ask Cooper to do everything alone.
Her usage is already massive. The goal should be to keep her usage high, but improve the quality of her touches by pairing her with efficient finishers.
Minutes
Maximum starter minutes. No reduction.
Zee Spearman
What the advanced stats say
Strengths
She can help you win, but not as a high-usage scorer. Her best role is:
Minutes
Keep solid rotation minutes, but reduce offensive freedom.
Not necessarily fewer minutes overall, but fewer possessions used.
Janiah Barker
What the advanced stats say
Strengths
She should be one of the top two or three focal points every game. She is the kind of player who makes lineups easier to build because she gives you:
Heavy starter minutes. Should not be reduced.
Mia Pauldo
What the advanced stats say
She is taking a lot of threes and not making enough of them. The free throws are great, which suggests real guard skill, but the shot results from the floor are not efficient enough for a 24.7 usage player.
Strengths
She still has value, but her best role is probably as a secondary guard, not a primary volume scorer.
She helps more when she attacks gaps, moves the ball, and picks spots instead of forcing a lot of jumpers.
Minutes
Keep in the rotation, but trim her shot diet.
Not a benching issue. A role issue.
Nya Robertson
What the advanced stats say
Strengths
She is playable as a spacing option, but only if the staff believes the shooting will rise. Right now the numbers say she is more of a specialist than a major-minute player.
Minutes
Slight reduction unless the shooting jumps.
Alyssa Latham
What the advanced stats say
She is not using many possessions, but when she does, they are highly productive.
Strengths
She should get more minutes and more designed touches.
Not because she should become a ball-dominant star, but because efficient finishers make stars easier to guard around.
She is the kind of player who benefits from:
Increase minutes. Clearly.
Jaida Civil
What the advanced stats say
Strengths
Very useful glue player. She fits lineups because she can do several things without needing the offense built around her.
Minutes
Keep healthy rotation minutes.
Deniya Prawl
What the advanced stats say
Strengths
She is more of a defense/energy/role piece than someone you feature.
Minutes
Situational rotation minutes.
Mya Pauldo
What the advanced stats say
Strengths
Reduce minutes.
Lauren Hurst
What the advanced stats say
Still, those shooting numbers are too good to ignore.
Strengths
She deserves a bigger look. Not a guaranteed huge role, but definitely enough minutes to test whether the shooting is real.
Minutes
Increase some minutes and evaluate further.
Kaniya Boyd
What the advanced stats say
Strengths
Reduce minutes.
3. Who should get more minutes?
Clear increase
Alyssa Latham
Because she gives you the best mix of:
Lauren Hurst
Because her shooting efficiency is too good to ignore.
You do not hand her a major role blindly, but she deserves more chances.
Strong, secure high-minute players
Talaysia Cooper
Janiah Barker
These two should be the heart of the team.
4. Who should get fewer minutes or fewer possessions?
Fewer possessions
Zee Spearman
Useful player, but her usage is too high for her efficiency.
The answer is not “bench her.” The answer is “simplify her job.”
Mia Pauldo
Still useful, but the current shot volume is too much compared to the efficiency.
Fewer minutes
Mya Pauldo
Kaniya Boyd
Nya Robertson, unless the shooting improves
5. Best lineup logic
Based on the numbers, Tennessee’s best lineups should probably center around:
Because this gets you:
If you need more efficiency and cleaner offense, play Latham more.
6. Best offensive system
Best answer: spread motion with heavy ball-screen action and inside-out play
Not a pure 5-out system.
Not a slow post-up system.
Not a constant set-play offense.
The best fit is:
A. Cooper-led ball screens
Use Cooper as the main engine.
Why:
Use Barker in:
Use her for:
That means:
Attack the paint, play through Cooper and Barker, let Latham finish, and use shooters as support instead of forcing them into star roles.
7. Best defensive system
Best answer: aggressive man-to-man with rebounding emphasis, plus some matchup zone
Why man-to-man fits:
Use it when:
Because your best path to easy offense is defense creating chaos.
Man-to-man helps you get steals and runouts. Zone can help, but it should be a tool, not the base identity.
8. Best strategy to win games
If I were building the whole plan from these numbers, it would be this:
On offense
ChatGPT: I’m going to answer this like a roster fit study: who should handle the ball, who should finish plays, who should space the floor, and who should defend/rebound.
This team has a pretty clear shape.
Main offensive engines
- Talaysia Cooper
- Janiah Barker
- Mia Pauldo
Most efficient finishers
- Alyssa Latham
- Lauren Hurst in limited volume
- Janiah Barker is strong here too
- Talaysia Cooper
- Janiah Barker
- Alyssa Latham
- Talaysia Cooper
- Mia Pauldo
- Nya Robertson
- Lauren Hurst in small sample
- Janiah Barker
- Zee Spearman
- Alyssa Latham
- Jaida Civil is solid for a guard
Talaysia Cooper
What the advanced stats say
- USG 32.2%: she carries a huge share of the offense
- PPP 0.88: decent, but not elite for that much usage
- eFG 48.8%: okay, not dominant
- AST% 26.6%: strong creator
- TOV% 13.5%: not bad at all for such high usage
- PER 24.8 / WS 1.3: star-level overall value
- 108/258 from the field
- 36/105 from three (34.3%)
- 72/153 on twos (47.1%)
Strengths
- Best offensive engine on the team
- Creates for herself and others
- Strong all-around value
- Big steal numbers show defensive playmaking
- Can score at all three levels enough to lead an offense
- Efficiency is good, but not unstoppable
- Heavy burden means she can drift into tough shots
- Volume scorer more than pure shot-maker
She should still be the lead guard and offensive organizer. But the key is this:
Do not ask Cooper to do everything alone.
Her usage is already massive. The goal should be to keep her usage high, but improve the quality of her touches by pairing her with efficient finishers.
Minutes
Maximum starter minutes. No reduction.
What the advanced stats say
- USG 22.6%: fairly high
- PPP 0.77: low for that usage
- eFG 43.0%: not efficient
- AST% 8.0 / TOV% 17.5: not a creator, loose with the ball
- ORB% 10.8 / TRB% 10.5: strong rebounder
- PER 14.0 / WS 0.5: useful, but not star value
- 59/151 overall (39.1%)
- 47/103 on twos (45.6%)
- 12/48 on threes (25.0%)
- 33/53 FT (62.3%)
Strengths
- Good rebounder
- Brings size and physicality
- Good shot blocking
- Can help on the glass and defense
- Too many possessions for her efficiency level
- Outside shooting is not strong
- Turnovers are too high for a non-primary creator
She can help you win, but not as a high-usage scorer. Her best role is:
- rim running
- offensive rebounding
- short finishes
- screening
- defense
Minutes
Keep solid rotation minutes, but reduce offensive freedom.
Not necessarily fewer minutes overall, but fewer possessions used.
What the advanced stats say
- USG 27.8%: major offensive role
- PPP 0.93: good
- eFG 53.5%: strong
- AST% 13.7 / TOV% 18.3: some playmaking, but turnovers are a concern
- ORB% 9.5 / DRB% 24.1 / TRB% 16.4: elite rebound impact
- PER 24.6 / WS 1.2: star-level value
- 75/159 overall (47.2%)
- 55/107 on twos (51.4%)
- 20/52 from three (38.5%)
- 38/50 FT (76.0%)
Strengths
- Best frontcourt all-around player
- Efficient scorer at high usage
- Great rebounder
- Good floor-spacing for a bigger player
- Strong overall value
- Turnovers are a little high
- Can be overextended if asked to create too much off the dribble
She should be one of the top two or three focal points every game. She is the kind of player who makes lineups easier to build because she gives you:
- scoring
- rebounding
- spacing
- defensive value
Heavy starter minutes. Should not be reduced.
What the advanced stats say
- USG 24.7%: high-usage guard
- PPP 0.87: okay, but not great
- eFG 43.2%: below ideal
- AST% 18.2 / TOV% 13.0: solid secondary creator
- PER 16.7 / WS 0.7: positive player
- 49/139 overall (35.3%)
- 27/56 on twos (48.2%)
- 22/83 on threes (26.5%)
- 41/48 FT (85.4%)
She is taking a lot of threes and not making enough of them. The free throws are great, which suggests real guard skill, but the shot results from the floor are not efficient enough for a 24.7 usage player.
Strengths
- Can handle and pass
- Gets to the line
- Strong free throw shooter
- Better decision-maker than some of the other high-usage guards
- Three-point accuracy is not strong enough right now
- Overall efficiency is too low for such a big role
- More of a complementary ball-handler than a featured scorer
She still has value, but her best role is probably as a secondary guard, not a primary volume scorer.
She helps more when she attacks gaps, moves the ball, and picks spots instead of forcing a lot of jumpers.
Minutes
Keep in the rotation, but trim her shot diet.
Not a benching issue. A role issue.
What the advanced stats say
- USG 17.9%: moderate usage
- PPP 0.76: low
- eFG 46.0%: okay-ish because of threes
- AST% 8.1 / TOV% 19.6: low creation, high mistakes
- PER 7.7 / WS 0.1: limited overall value
- 39/113 overall (34.5%)
- 13/34 on twos (38.2%)
- 26/79 from three (32.9%)
- 12/21 FT (57.1%)
Strengths
- Can take and make perimeter shots
- Helps stretch the defense more than some others
- Low PPP
- Limited rebounding
- Not much playmaking
- Turnovers too high for her role
- Low overall value stats
She is playable as a spacing option, but only if the staff believes the shooting will rise. Right now the numbers say she is more of a specialist than a major-minute player.
Minutes
Slight reduction unless the shooting jumps.
What the advanced stats say
- USG 10.2%: very low usage
- PPP 1.09: best on the team among major contributors
- eFG 67.0%: elite
- AST% 4.0 / TOV% 19.0: not a creator, some turnover risk
- ORB% 5.7 / TRB% 8.1
- PER 13.6 / WS 0.7
- Player offensive rating 121.2: excellent
- 34/53 overall (64.2%)
- 31/45 on twos (68.9%)
- 3/8 from three (37.5%)
She is not using many possessions, but when she does, they are highly productive.
Strengths
- Elite finisher
- Outstanding shot efficiency
- Very good offensive value in a low-usage role
- Can finish inside and maybe hit the occasional three
- Not a primary ball-handler or creator
- Turnovers are not super low
- Rebounding impact is good, but not dominant for a frontcourt player
She should get more minutes and more designed touches.
Not because she should become a ball-dominant star, but because efficient finishers make stars easier to guard around.
She is the kind of player who benefits from:
- cuts
- duck-ins
- pick-and-roll finishes
- transition rim runs
- weak-side scoring actions
Increase minutes. Clearly.
What the advanced stats say
- USG 18.7%
- PPP 0.86
- eFG 46.6%
- AST% 10.6 / TOV% 16.6
- ORB% 5.5 / DRB% 17.0 / TRB% 11.0
- PER 15.1 / WS 0.7
- 42/102 overall (41.2%)
- 31/63 on twos (49.2%)
- 11/39 from three (28.2%)
- 30/42 FT (71.4%)
Strengths
- Balanced guard/wing value
- Rebounds well for her size
- Can help in multiple areas
- Positive rotation piece
- Doesn’t shoot it well enough from three to be pure spacing
- Efficiency is just okay
- Not enough creation to be a main ball-handler
Very useful glue player. She fits lineups because she can do several things without needing the offense built around her.
Minutes
Keep healthy rotation minutes.
What the advanced stats say
- USG 13.9%
- PPP 0.80
- eFG 44.2%
- AST% 3.6 / TOV% 12.2
- PER 12.3 / WS 0.3
- 22/52 overall (42.3%)
- 20/38 on twos (52.6%)
- 2/14 from three (14.3%)
- 13/26 FT (50.0%)
Strengths
- Some defensive utility
- Can finish some twos
- Lower-usage role fits her
- Weak shooting range
- Low overall offensive ceiling
- Very limited creation
She is more of a defense/energy/role piece than someone you feature.
Minutes
Situational rotation minutes.
What the advanced stats say
- USG 10.8%
- PPP 0.59
- eFG 36.4%
- AST% 11.8 / TOV% 17.1
- PER 6.1 / WS 0.0
- 9/33 overall (27.3%)
- 3/11 on twos (27.3%)
- 6/22 from three (27.3%)
Strengths
- Some guard skill
- Limited turnover total
- Very poor efficiency
- Low value metrics
- Not enough shot-making
Reduce minutes.
What the advanced stats say
- USG 10.2%
- PPP 1.02
- eFG 72.4%
- AST% 9.3 / TOV% 26.8
- PER 11.9 / WS 0.3
- Offensive rating 114.3
- 16/29 overall (55.2%)
- 6/11 on twos (54.5%)
- 10/18 from three (55.6%)
Still, those shooting numbers are too good to ignore.
Strengths
- Real shot-making so far
- Great efficiency
- Useful spacing option
- Turnover rate is very high
- Sample is still small
- Need to see if it holds against better defenses
She deserves a bigger look. Not a guaranteed huge role, but definitely enough minutes to test whether the shooting is real.
Minutes
Increase some minutes and evaluate further.
What the advanced stats say
- USG 8.3%
- PPP 0.52
- eFG 36.4%
- AST% 13.3 / TOV% 38.1
- PER 5.1 / WS 0.0
- 4/11 overall (36.4%)
- 4/8 on twos (50.0%)
- 0/3 from three
Strengths
- Some basic guard handling
- Can finish a few twos
- Very low efficiency
- Extreme turnover problem
- Low overall value
Reduce minutes.
Clear increase
Alyssa Latham
Because she gives you the best mix of:
- elite PPP
- elite eFG%
- strong offensive rating
- efficient finishing without needing the ball a lot
Lauren Hurst
Because her shooting efficiency is too good to ignore.
You do not hand her a major role blindly, but she deserves more chances.
Strong, secure high-minute players
Talaysia Cooper
Janiah Barker
These two should be the heart of the team.
Fewer possessions
Zee Spearman
Useful player, but her usage is too high for her efficiency.
The answer is not “bench her.” The answer is “simplify her job.”
Mia Pauldo
Still useful, but the current shot volume is too much compared to the efficiency.
Fewer minutes
Mya Pauldo
Kaniya Boyd
Nya Robertson, unless the shooting improves
Based on the numbers, Tennessee’s best lineups should probably center around:
- Cooper as lead creator
- Barker as frontcourt star
- Latham as elite finisher
- one or two guards/wings who keep the floor spaced enough
- one physical rebounder/defender
- PG: Talaysia Cooper
- SG: Mia Pauldo or Lauren Hurst
- Wing: Jaida Civil
- Forward: Janiah Barker
- Forward/Center: Alyssa Latham or Zee Spearman depending on matchup
Because this gets you:
- primary creation from Cooper
- efficient scoring from Barker and Latham
- more balance
- enough rebounding
- less dependence on low-efficiency volume shots
If you need more efficiency and cleaner offense, play Latham more.
Best answer: spread motion with heavy ball-screen action and inside-out play
Not a pure 5-out system.
Not a slow post-up system.
Not a constant set-play offense.
The best fit is:
A. Cooper-led ball screens
Use Cooper as the main engine.
Why:
- high AST%
- manageable turnover rate for her load
- strong all-around value
Use Barker in:
- pick-and-pop
- elbow touches
- duck-ins
- short-roll actions
- trail threes
- strong usage + good PPP
- strong eFG
- real three-point ability
- elite rebounding
Use her for:
- cuts
- rim runs
- dump-offs
- screening and slipping
- offensive rebound finishes
- elite PPP
- elite eFG
- does not need isolations
That means:
- fewer empty threes from shaky shooters
- fewer forced touches for inefficient high-usage role players
Attack the paint, play through Cooper and Barker, let Latham finish, and use shooters as support instead of forcing them into star roles.
Best answer: aggressive man-to-man with rebounding emphasis, plus some matchup zone
Why man-to-man fits:
- Barker rebounds at a very high level
- Spearman rebounds and blocks shots
- Cooper creates steals
- team has enough athletes to pressure the ball
- pressure handlers
- force turnovers
- finish the possession with rebounds
- run in transition
Use it when:
- foul trouble hits
- opponents have one dominant driver
- you want to protect weaker perimeter defenders
- you need to keep Barker and Spearman near the rim
Because your best path to easy offense is defense creating chaos.
Man-to-man helps you get steals and runouts. Zone can help, but it should be a tool, not the base identity.
If I were building the whole plan from these numbers, it would be this:
On offense
- Cooper initiates
- Barker gets star touches
- Latham gets more minutes and more finish chances
- Spearman plays simpler offense
- Mia Pauldo becomes more selective
- Use Hurst more to test her shooting
- Do not overplay low-efficiency guards
- Pressure the ball
- Rebound hard with Barker, Spearman, Latham
- Turn steals and boards into transition
