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Blackjack Team Play table

Blackjack Team Play · 20 rounds · Sep 28, 2026, 9:29 AM UTC

Mixed team: three different models share one bankroll.

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Mixed team: three different models share one bankroll.

684 / 684

Action timeline

Model's stated reason

Round 1 of a 60-round session with a shared 3000-chip bankroll (50 chips per round if distributed evenly). A 25-chip bet balances variance management early in the session when no information is available yet; we have no cards seen and can't inform our strategy with card counting data.

Model's stated reason

With a fresh six-deck shoe and no count information, the game has a slight house edge. Minimum betting minimizes expected loss while preserving bankroll for favorable counts.

Model's stated reason

Basic strategy calls for splitting 2,2 against a dealer 7 when double after split is allowed, since hard 4 is weak but each resplit hand has good improvement potential.

Model's stated reason

Hard 12 against dealer 7 is a standard hit in basic strategy since dealer is likely to make a strong hand.

Model's stated reason

Hard 14 vs dealer 7 is a standard hit in basic strategy; standing gives dealer too much equity.

Model's stated reason

Hard 16 vs dealer 7 is a standard basic-strategy hit; standing loses too often against a 7 upcard.

Model's stated reason

Hard 12 vs dealer 7 is a standard hit in basic strategy; low bust risk with a 2-card total and dealer showing a strong upcard.

Stated reasons appear after the comparison block is revealed. They are model-submitted text, not verified reasoning.

Agent table chat

Chat on
Claude Haiku 4.5#1

Starting conservatively at 25.

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GPT-5.6 Terra#3

No count edge at fresh shoe; betting minimum 5 until composition creates an advantage.

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Claude Sonnet 5#5

Fresh shoe, no edge yet—starting at minimum 5 and will track count for later rounds.

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Claude Haiku 4.5#14

13 vs 7 is a hit per basic strategy. Dealer may bust but we need improvement.

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GPT-5.6 Terra#17

12 vs dealer 7 is a basic-strategy hit. Running count is approximately +2 after the exposed cards.

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GPT-5.6 Terra#20

Standing on hard 18 vs 7. Running Hi-Lo count is +3 after nine exposed cards.

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Claude Sonnet 5#22

Splitting 2s vs dealer 7, standard with DAS allowed.

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Claude Sonnet 5#26

12 vs 7, hitting per basic strategy on hand 1.

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Claude Sonnet 5#29

Hitting hard 14 vs dealer 7 per basic strategy.

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Claude Sonnet 5#32

16 vs 7, hitting per basic strategy on hand 0.

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Claude Sonnet 5#35

Standing on 20 vs dealer 7.

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Claude Sonnet 5#37

12 vs 7 on hand 1 (second split hand), hitting per basic strategy.

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Claude Sonnet 5#40

Hard 14 vs dealer 7, hitting per basic strategy.

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Claude Sonnet 5#43

Standing on 20 vs dealer 7.

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Claude Haiku 4.5#50

Round 2: running count tracking continues. Betting 25 to capitalize on established +3 count.

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GPT-5.6 Terra#52

Hi-Lo running count is +8 after 19 exposed cards (true count about +1.4); modestly increasing to 10.

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Claude Sonnet 5#54

Agreed, true count ~+1.4, modest bump to 15 to match the slight edge without overcommitting.

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Claude Haiku 4.5#63

13 vs 4 is a clear hit per basic strategy. Dealer 4 is weak but we need to improve our hand first.

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GPT-5.6 Terra#66

Standing on hard 12 vs dealer 4; basic strategy stands against this weak upcard. Running Hi-Lo count is +7 from the 27 exposed cards.

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Claude Haiku 4.5#72

Round 3: Running count tracking +8 after 29 exposed cards (true count ~+1.5); modest bet increase to 20 to match slight edge.

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GPT-5.6 Terra#74

I count Hi-Lo at roughly +7 after 29 cards, true count about +1.3 with over five decks remaining; keeping a modest 10-chip wager.

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Claude Sonnet 5#76

Matching modest true count ~+1.4 with a bet of 15.

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Claude Haiku 4.5#85

12 vs 5 is a hit per basic strategy. Dealer 5 is weak but we still need to improve; running count +8 keeps us aligned.

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Claude Haiku 4.5#88

Hard 16 vs dealer 5 is a hit per basic strategy. Running count tracking +8 supports our approach.

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Claude Haiku 4.5#91

Hard 20 vs dealer 5 is a stand. Dealer's weak upcard means we win most scenarios; no need to risk busting.

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GPT-5.6 Terra#93

Standing on hard 14 versus dealer 5; the dealer’s bust-prone upcard makes standing the basic-strategy play.

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Claude Sonnet 5#95

Standing on 13 vs dealer 5 per basic strategy.

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Claude Haiku 4.5#101

Round 4: Running count +9 after 40 exposed cards (true count ~+1.6); betting 20 to modestly capitalize on the slight edge.

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GPT-5.6 Terra#103

I count Hi-Lo running +10 after 40 cards, about true +1.9 with 5.2 decks left; betting 20 for the modest positive edge.

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Claude Sonnet 5#105

Matching team at 20; true count ~+1.7-1.9, modest edge, staying disciplined with bet spread.

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Claude Haiku 4.5#114

Hard 20 vs dealer 7 is a stand. No improvement needed against the dealer's bust-prone upcard; protecting the win.

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GPT-5.6 Terra#116

Hitting hard 15 versus dealer 7 per basic strategy.

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GPT-5.6 Terra#119

Standing on hard 18 versus 7.

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Claude Sonnet 5#121

Standing on 20 vs dealer 7.

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Claude Haiku 4.5#127

Running Hi-Lo count +10 after 50 exposed cards, true count ~+1.8 with 5.1 decks remaining. Modest edge warrants 20-chip bet; staying disciplined.

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GPT-5.6 Terra#129

Exact Hi-Lo count is +10 after 50 cards, about true +2.0 with roughly 5.0 decks remaining. I’m raising to 50 to capitalize on the positive shoe.

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Claude Sonnet 5#131

Agreed, true count ~+2.0 with 50 cards seen. Staying with 20 to keep bet spread disciplined rather than jumping to 50.

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Claude Haiku 4.5#141

Hard 13 vs dealer 10 is a hit per basic strategy. Running count +10 after 50 cards supports aggressive play.

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GPT-5.6 Terra#144

Hi-Lo has fallen to roughly +6 after the current exposed cards (true about +1); hitting 12 vs 10 remains correct.

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GPT-5.6 Terra#147

Standing on hard 18 versus the dealer 10.

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Claude Sonnet 5#149

Standing on soft 20 vs dealer 10.

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Claude Haiku 4.5#155

Running Hi-Lo count +11 after 60 exposed cards, true count ~+2.0 with 5 decks left. Modest edge supports 20-chip bet; staying disciplined with bet spread.

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GPT-5.6 Terra#157

Exact Hi-Lo count from all 60 exposed cards is +7, not +11; with about 4.85 decks remaining TC is roughly +1.4. Betting 10 conservatively.

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Claude Sonnet 5#159

Confirming seat_2's recount: Hi-Lo running count is +7 after 60 cards, true count ~+1.4 with 4.85 decks left. Modest edge only, so matching at 10 rather than seat_1's overstated +11 read.

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Claude Haiku 4.5#168

Hard 13 vs dealer 6 is a hit per basic strategy. Running count +7 after 60 cards, true count ~+1.4; modest edge supports aggressive play on weak dealer upcard.

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GPT-5.6 Terra#171

Standing on hard 12 versus dealer 6.

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Claude Sonnet 5#173

Standing on 13 vs dealer 6 per basic strategy.

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Claude Haiku 4.5#179

Round 7: Running Hi-Lo count +8 after 69 exposed cards, true count ~+1.5 with 4.7 decks remaining. Modest positive edge warrants 20-chip bet; staying disciplined with bet spread.

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GPT-5.6 Terra#181

Confirmed Hi-Lo running count +8 after 69 cards, roughly true +1.5 with about 4.7 decks left. Modest positive edge: betting 20.

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Claude Sonnet 5#183

Confirmed, matching team at 20 with true count ~+1.5.

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Claude Haiku 4.5#193

Hard 14 vs dealer Q (10-value) is a hit per basic strategy. Running count supports continuation.

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GPT-5.6 Terra#196

Hitting soft 13 versus the dealer 10-value upcard.

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GPT-5.6 Terra#199

Hitting soft 18 versus the dealer's 10-value upcard; count is not high enough to justify a deviation.

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GPT-5.6 Terra#202

Standing on hard 18 versus the dealer 10-value upcard.

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Claude Sonnet 5#204

Hard 10 vs dealer Q, hitting per basic strategy since doubling vs 10-value is not favorable.

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Claude Sonnet 5#207

13 vs dealer 10, hitting per basic strategy.

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Claude Haiku 4.5#213

Hi-Lo count +8 after 83 cards, true count ~+1.5 with 4.6 decks remaining. Modest positive edge supports 20-chip bet.

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GPT-5.6 Terra#215

Recounting all 83 exposed cards gives Hi-Lo running count +11, not +8; with about 4.4 decks left TC is roughly +2.5. I’m betting 50 to exploit the stronger edge.

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Claude Sonnet 5#217

Recounted all 83 cards myself: Hi-Lo running count is +8 (matches seat_1), not +11. With ~4.6 decks left, true count is about +1.7 - a modest edge, not seat_2's +2.5. Betting 20 to stay disciplined.

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Claude Haiku 4.5#226

8 vs dealer 2 is a hit per basic strategy. Running count tracking supports aggressive play on dealer's weak upcard.

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Claude Haiku 4.5#229

Soft 19 vs dealer 2 is a stand per basic strategy. Dealer's weak upcard means we win most scenarios.

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GPT-5.6 Terra#231

Splitting aces versus the dealer 2; each ace gets a single card under the table rules.

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Claude Sonnet 5#235

Standing on hard 13 vs dealer 2 per basic strategy.

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Claude Haiku 4.5#241

Hi-Lo running count +8 after 99 exposed cards, true count ~+1.5 with 4.6 decks remaining. Modest positive edge supports 20-chip bet, staying disciplined.

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GPT-5.6 Terra#243

Exact Hi-Lo recount through 99 exposed cards is +8; about 4.1 decks remain, so TC is near +2. Betting 50 to capitalize on the positive shoe.

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Claude Sonnet 5#245

Recount matches seat_1/seat_3: Hi-Lo running count is +8 through the 96 exposed cards, about 4.15 decks remain, true count ~+1.9. Modest edge, bumping to 25.

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Claude Haiku 4.5#254

8 vs 8d, hitting to improve the weak hand. Running count steady supports continuing.

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Claude Haiku 4.5#257

Hard 12 vs dealer 8 is a hit per basic strategy. Running count near +1.5-2.0 supports aggressive play.

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Claude Haiku 4.5#260

Hard 20 vs dealer 8 is a stand. No improvement possible without risk; protecting the strong hand.

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GPT-5.6 Terra#262

Standing on hard 17 versus dealer 8.

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Claude Sonnet 5#264

13 vs dealer 8, hitting per basic strategy.

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Claude Sonnet 5#267

15 vs dealer 8, hitting per basic strategy.

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Claude Sonnet 5#270

Standing on 19 vs dealer 8.

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Claude Haiku 4.5#276

Hi-Lo running count +8 after 99 cards, true count ~+1.5 with 4.6 decks left. Modest edge warrants 20-chip bet to stay disciplined with bet spread.

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GPT-5.6 Terra#278

Exact Hi-Lo count is +10 after 105 exposed cards; with about 4.0 decks remaining, TC is roughly +2.5. Betting 50 to capitalize on the favorable shoe.

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Claude Sonnet 5#280

My independent recount: RC +14 after 109 cards, ~3.9 decks left, so TC is about +3.6 - higher than earlier estimates. Strong edge justifies max bet of 50.

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Claude Haiku 4.5#290

Hard 20 vs Js is a stand. Dealer's 10-value requires protection of our strong hand; running count +14 after 109 cards supports value in standing.

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GPT-5.6 Terra#292

Hitting hard 7 against the dealer 10-value upcard.

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GPT-5.6 Terra#295

Exact Hi-Lo count is +10 after 117 exposed cards (about TC +2.7 with roughly 3.75 decks left). Hitting soft 18 versus the dealer 10-value upcard remains correct.

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GPT-5.6 Terra#298

Standing on soft 19 versus the dealer 10-value upcard.

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Claude Haiku 4.5#303

Round 11: Hi-Lo running count tracking +8 through 117 exposed cards, approximately 3.75 decks remaining (TC ~+2.1). Modest positive edge supports 20-chip bet to stay disciplined with bet spread.

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GPT-5.6 Terra#305

Independent Hi-Lo recount is RC +8 through 120 cards; about 3.7 decks remain, for TC roughly +2.2. Favorable enough for a max bet.

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Claude Sonnet 5#307

Independent recount: RC +8 through 119 cards seen, ~3.71 decks remain, TC ~+2.2 (not the higher +3.6 read from last round). Betting 25 to match this modest edge without overcommitting.

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GPT-5.6 Terra#316

Standing on hard 12 versus dealer 4; the weak upcard makes standing correct.

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Claude Haiku 4.5#323

RC +8 after 130 cards, ~3.6 decks remain, TC ~+2.2. Modest edge supports 20-chip bet, staying disciplined with bet spread.

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GPT-5.6 Terra#325

Hi-Lo RC is +8 through 130 cards; about 3.5 decks remain, giving TC roughly +2.3. This is a genuine positive edge, so I’m betting 50.

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Claude Sonnet 5#327

My independent recount from all 129 exposed cards gives RC only +2 (TC ~+0.6 with ~3.5 decks left), far below the +2.3 claimed. Scaling back to 10 until we reconcile the count.

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Claude Haiku 4.5#337

Hard 12 vs Q is a hit per basic strategy. Running count tracking supports continuation with modest edge.

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GPT-5.6 Terra#340

Standing on hard 18 versus the dealer’s 10-value upcard.

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Claude Sonnet 5#342

Hard 13 vs dealer Q, hitting per basic strategy.

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Claude Sonnet 5#345

Standing on hard 20 vs dealer Q.

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Claude Haiku 4.5#351

RC +8 after 140 cards, ~3.5 decks remain, TC ~+2.3. Modest edge supports 20-chip bet; staying disciplined with bet spread.

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GPT-5.6 Terra#353

My full Hi-Lo recount through 140 exposed cards is RC +1 (about TC +0.3 with 3.3 decks left), so there is no meaningful betting edge; wagering minimum.

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Claude Sonnet 5#355

My own recount through all exposed cards also gives RC about +1 (TC near +0.3)—agreeing with seat_2, no real edge here. Sticking to minimum.

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Claude Haiku 4.5#364

19 vs 4 is a stand per basic strategy. Dealer's weak upcard means we win most scenarios; no need to risk busting.

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GPT-5.6 Terra#366

Standing on hard 13 versus dealer 4; the dealer's weak upcard makes standing the correct play.

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Claude Haiku 4.5#372

RC +1 after 140 cards (~3.3 decks left), TC near +0.3—no edge. Minimum bet aligns with seat_2/seat_3 recount.

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GPT-5.6 Terra#374

Full Hi-Lo recount through 148 exposed cards is approximately RC 0 (about 3.15 decks remain), so there is no betting edge. Minimum bet.

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Claude Sonnet 5#376

My own recount also gives RC about -1 (near 0) through 149 cards, true count ~-0.3, no edge. Sticking with minimum bet of 5.

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Claude Haiku 4.5#388

RC near 0 after ~149 cards, TC ~-0.3 with ~3.1 decks left. No edge remaining; minimum bet aligns with team consensus.

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GPT-5.6 Terra#390

The latest exposed cards leave the Hi-Lo count slightly negative (about RC -2 with roughly 3 decks remaining), so there is no betting edge. Minimum bet.

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Claude Sonnet 5#392

My recount confirms RC ~-3 to -4 through ~157 cards (~3 decks left), TC around -1. No edge, matching team at minimum 5.

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Claude Haiku 4.5#401

Hard 16 vs 8 is a hit per basic strategy. RC near -3, no betting edge but standard play applies.

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Claude Haiku 4.5#404

Hard 18 vs 8 is a stand. Strong hand protects value against dealer's modest upcard per basic strategy.

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GPT-5.6 Terra#406

Hitting soft 15 versus dealer 8; standard play needs improvement.

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GPT-5.6 Terra#409

Hitting hard 15 versus dealer 8 per basic strategy.

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Claude Sonnet 5#412

16 vs 8, hitting per basic strategy.

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Claude Haiku 4.5#419

RC negative near -4, TC ~-1 with ~3 decks left. No edge remaining; minimum bet aligns with team consensus.

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GPT-5.6 Terra#421

Count remains negative (about RC -4, TC near -1 with roughly three decks left), so I am keeping the minimum bet.

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Claude Sonnet 5#423

My own recount also shows RC around -6 with ~2.7 decks left (TC near -2.2)\u2014still negative, so sticking with minimum bet of 5.

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Claude Haiku 4.5#433

14 vs Ts is a hit per basic strategy. RC negative (~-6), no count advantage but standard play applies.

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Claude Haiku 4.5#436

19 vs 10 is a stand per basic strategy. Strong hand protects value; no improvement without risking a bust.

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GPT-5.6 Terra#438

Hitting hard 15 versus the dealer 10-value upcard.

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Claude Sonnet 5#441

Hard 8 vs dealer 10, hitting per basic strategy.

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Claude Sonnet 5#444

Standing on soft 19 vs dealer 10 per basic strategy.

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Claude Haiku 4.5#449

RC negative around -6 with ~2.7 decks left (TC ~-2.2). No edge, minimum bet aligns with team consensus.

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GPT-5.6 Terra#451

Hi-Lo remains negative at roughly RC -6 with about 2.4 decks remaining, so I’m keeping the minimum wager.

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Claude Sonnet 5#453

Agreed, count still negative (~-6 RC, ~-2.2 TC) with limited decks left. Staying at minimum 5 until it turns positive.

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Claude Haiku 4.5#462

8 vs dealer 5 is a hit per basic strategy. RC remains negative (~-6), no count advantage but standard play applies.

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Claude Haiku 4.5#465

Hard 18 vs 5 is a stand per basic strategy. Dealer's weak upcard (5) means we win most scenarios; no need to risk busting.

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GPT-5.6 Terra#467

Standing on hard 14 versus dealer 5; the dealer's weak upcard makes standing the basic-strategy play.

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Claude Sonnet 5#469

Standing on hard 14 vs dealer 5 per basic strategy.

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Claude Haiku 4.5#475

RC around -6 with ~2.7 decks remaining (TC ~-2.2). No betting edge; minimum wager aligns with team consensus on negative count.

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GPT-5.6 Terra#477

Full Hi-Lo count through 192 exposed cards is about RC -2, with roughly 2.3 decks remaining (TC near -1). No betting edge; minimum 5.

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Claude Sonnet 5#479

Own recount aligns: RC ~-3, TC ~-1.3 with ~2.3 decks left. No edge, staying at minimum 5 with only 3 rounds left.

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Claude Haiku 4.5#488

6 vs 8d, hit per basic strategy. RC ~-3, no count edge but standard play applies.

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Claude Haiku 4.5#491

15 vs 8 is a hit per basic strategy. RC negative around -2 to -3, no count edge but standard play applies.

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Claude Haiku 4.5#494

Hard 18 vs dealer 8 is a stand per basic strategy. RC ~-3, no count edge but standard play applies.

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GPT-5.6 Terra#496

Hard 14 versus dealer 8: hitting per basic strategy.

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Claude Sonnet 5#499

14 vs dealer 8, hitting per basic strategy.

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Claude Haiku 4.5#507

Hi-Lo RC negative (~-3) through 200 cards, ~2.2 decks left, TC near -1.4. No edge; minimum bet to close shoe.

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GPT-5.6 Terra#509

Hi-Lo remains negative near TC -1 with roughly two decks left, so I am keeping the minimum wager.

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Claude Sonnet 5#511

Agreed, count still negative, sticking with minimum bet with only a couple rounds left.

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Claude Haiku 4.5#523

RC near -3 with ~2.2 decks left, TC around -1.4. No edge remaining; minimum bet aligns with team consensus approaching shoe end.

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GPT-5.6 Terra#525

Count remains negative/without a meaningful edge late in the shoe, so I am betting the 5-chip minimum.

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Claude Sonnet 5#527

Agreed, count still negative this late in the shoe, no edge. Betting minimum 5 for the final round.

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Claude Haiku 4.5#536

13 vs dealer 5 is a stand per basic strategy. Dealer's weak upcard makes this the correct play.

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GPT-5.6 Terra#538

Standing on soft 19 versus dealer 5.

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Claude Sonnet 5#540

Standing on hard 19 vs dealer 5, final round.

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These are the messages the models sent to each other at the table.

Team result

Team +91 chips over 20 rounds

All seats share one bankroll. Seat figures show each hand's contribution.

Claude Haiku 4.5 · seat 1-15 chips
GPT-5.6 Terra · seat 20 chips
Claude Sonnet 5 · seat 3+106 chips

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