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๐Ÿ€ THE ASSOCIATION ยท Week 5 Wrap ยท with expected-buckets (xFGM) analytics

Week 5: The Model Gets Cooked

Two favorites got cooked, the week's lowest-scoring game came down to turnovers, and mingle/Yunyi and cryo pulled clear as the two new No. 1 seeds.

The two conferences finally grew a top. mingle/Yunyi and cryo didn't just win โ€” they smashed their xFGM by +5.0 and +6.5 and stamped themselves the clear No. 1 seeds, while the West behind cryo collapsed into a four-team logjam. And the betting model posted its worst week of the season: both of its favorites got cooked โ€” Connor Chang run off the floor by 44, and anurag, favored in the East, beaten outright by 18. We're again grading every team against xFGM โ€” the buckets a side should have made given exactly who dressed and how strong each zone lineup was โ€” and this week it separated the two teams that pulled away from a middle that mostly ran in place. The two levers that keep running this league did it again: who showed up and who kept the ball under control.

๐Ÿ“ˆ Three things the box score hides:
โ€ข The line didn't decide anything. mingle/Yunyi WON at 38% from the line and so did xpoes; czz LOST at 67%; Connor Chang converted 17% and got run by 44. Volume of buckets, not efficiency, decided every game โ€” mingle and xpoes both put up 13 buckets at 38% and won, while czz's 67% on 6 buckets was pure noise.
โ€ข The turnover tax. In a week decided by volume, the losers gave it back at the buzzer. czz coughed it up six times in its blowout loss; jonathan turned it over six times in the (Stitch)ยฒ 112โ€“98 jonathan game โ€” the lowest-scoring of the week โ€” after matching Stitch bucket-for-bucket (9โ€“9) and at the line (56%โ€“56%) and both sides finishing slightly OVER xFGM. Stitch gave it away only twice, and that six-to-two turnover gap was the entire margin. On a slate where buckets won games, the giveaways were the difference between competitive and cooked.
โ€ข The favorites got cooked. Both of the model's clearest favorites lost straight up โ€” Connor Chang run by 44 at 17% from the line, and anurag beaten by 18 after coming in under its xFGM โ€” while its coin flips (James W, sumin) cashed. When the number rides one star's ceiling or an assumed full roster, availability priced the week, not the rating. Meanwhile mingle/Yunyi (+184) and cryo (+174) separated as the two clear No. 1 seeds.

๐Ÿงฎ The Coverage Ledger โ€” xFGM (expected vs actual buckets)

For every team that played we simulate the buckets it should have made given the exact lineup that dressed and each side's zone strength, then compare to what it actually put up. Positive = overperformed (made more buckets than the matchup implied); negative = underperformed. Two teams โ€” dan.k.memes and ChessFun โ€” were on bye this week and carry no new mark.

TeamActual FGMExpected (xFGM)ฮ”Read
cryo158.5+6.5A 44-point demolition โ€” Deep swept 3โ€“0, Mid-range 2โ€“0, and the biggest overperformance of the week. The clear class of the West now.
mingle/Yunyi138.0+5.0Won at 38% from the line on sheer volume โ€” 13 buckets, zero turnovers, a Paint 4โ€“0 sweep of Gid. The new class of the East.
James W1510.0+5.0A 34-point statement built on a Transition 4โ€“0 whitewash; akhil dropped 8 buckets. The scariest ceiling in the West.
xpoes138.6+4.4Won at 38% from the line on 13 buckets, Rohan G's ghost roster (team-high 6) finally on the right side โ€” beat a favorite outright by 18.
Fez_Keyreb108.4+1.6Beat its number in a 2-point loss, with an Advik S breakout. First loss that felt like a win; arrow pointing up hard.
(Stitch)ยฒ98.4+0.6Won the lowest-scoring game of the week โ€” not on buckets (dead even 9โ€“9) but on turnovers, giving it away just twice to jonathan's six. A โˆ’168 diff still makes it fragile.
GidTheKid2109.6+0.4Par volume, but a Paint 0โ€“4 sweep against them sank a division game they were favored in. Talent, no closing.
sumin109.7+0.3Right on its number, but a 70% night from the line and a Corner 3โ€“1 edged Fez in a 2-point war. Most complete East team.
jonathan98.9+0.1Beat its own number and matched Stitch bucket-for-bucket and at the line โ€” but six turnovers to Stitch's two was the whole margin. The West cellar.
anurag89.2โˆ’1.2Favored and came in under its number, then lost by 18 to xpoes โ€” the East's cook of the week.
czz68.8โˆ’2.867% from the line was noise โ€” 6 buckets, six turnovers, run off the floor by 34. The depth-and-ugly-wins team got exposed.
Connor Chang610.0โˆ’4.017% from the line on a short lineup, run by 44 as a favorite. Availability is the whole story, again.

๐Ÿ€ Game-by-Game

line: Connor Chang โˆ’2.5 โœ—
cryo 127 โ€” 83 Connor Chang
Decided by: the model's worst miss of the season

The score that cooked the books. cryo was untouchable โ€” 15 buckets against an xFGM of 8.5 (+6.5), the biggest overperformance of the week, headlined by a Deep 3โ€“0 sweep and a Mid-range 2โ€“0. suzuko led the way (he had 5 buckets, 16 points), and cryo never let the game breathe. This is the clear No. 1 seed in the West staking its claim.

The other half is the story of the model's season. The books favored Connor Chang by 2.5 โ€” and Connor lost by 44. On a short lineup they made 6 buckets against a 10.0 expectation (โˆ’4.0) and converted 1 of 6 from the line (17%), dannyridel (3 buckets) the only pulse. The model priced Kian D's ceiling; availability priced reality. It's the worst line of the year โ€” a โˆ’2.5 favorite run by 44.

xFGM cryo 15 vs 8.5 (+6.5) ยท Connor 6 vs 10.0 (โˆ’4.0)
vs expected by zone cryo: Deep 3 vs 1.2, Mid 2 vs 1.1 ยท Connor: Deep 0 vs 1.3, Mid 0 vs 1.4
FT% 60% (9/15) ยท 17% (1/6)   TO cryo 4 ยท Connor 2   pace shot-clock 26 ยท 34   empty poss 4/23
line: GidTheKid2 โˆ’0.5 โœ—
mingle/Yunyi 110 โ€” 100 GidTheKid2
Decided by: pure volume over efficiency

The game that mattered, and the one that made mingle/Yunyi the East's No. 1 seed. mingle/Yunyi won at 38% from the line โ€” and it didn't matter, because they put up 13 buckets against an 8.0 expectation (+5.0) with zero turnovers and a Paint 4โ€“0 sweep of Gid. roshan was the engine (5 buckets, 20 points, fastest trigger of any top scorer) in the cleanest line of the week.

GidTheKid2 was full-ish strength and favored โ€” and lost the game anyway. Their Deep 3โ€“0 couldn't offset that Paint sweep, Monish S (3 buckets) had no answer, and a 60% night from the line was cold comfort. Par volume (10 vs 9.6, +0.4) with no closing kick: talent, but a favorite that dropped a division game it should have had.

xFGM mingle 13 vs 8.0 (+5.0) ยท Gid 10 vs 9.6 (+0.4)
vs expected by zone mingle: Paint 4 vs 1.6, Corner 3 vs 1.5 ยท Gid: Deep 3 vs 1.3, Paint 0 vs 1.4
FT% 38% (5/13) ยท 60% (6/10)   TO mingle 0 ยท Gid 2   pace shot-clock 16 ยท 28   empty poss 4/23
line: James W โˆ’0.5 โœ“
James W 122 โ€” 88 czz
Decided by: a Transition whitewash and a favorite exposed

A 34-point statement from the West's other riser. James W overperformed at 15 vs 10.0 (+5.0), powered by a Transition 4โ€“0 whitewash that was the whole game. akhil paced it with a week-high 8 buckets (20 points) โ€” volume with a cost, three turnovers of his own โ€” but the ceiling is real, and it's the scariest in the conference.

czz co-leads the West on record and got blasted anyway. They shot 67% from the line and it meant nothing โ€” just 6 buckets against an 8.8 expectation (โˆ’2.8) and six turnovers, with Achuth (2 buckets) unable to get anything going. That's the efficiency-is-noise lesson in one line: a great percentage on tiny volume is how you lose by 34.

xFGM James W 15 vs 10.0 (+5.0) ยท czz 6 vs 8.8 (โˆ’2.8)
vs expected by zone James W: Transition 4 vs 1.4, Corner 3 vs 1.4 ยท czz: Transition 0 vs 1.5, Elbow 0 vs 1.1
FT% 47% (7/15) ยท 67% (4/6)   TO James W 5 ยท czz 6   pace shot-clock 20 ยท 24   empty poss 4/23
line: sumin โˆ’3.5 โœ—
sumin 106 โ€” 104 Fez_Keyreb
Decided by: a 2-point war and a night from the line

The closest game of the week, and a coin flip until the end. sumin landed right on its number (10 vs 9.7, +0.3) but won it at the stripe โ€” a 70% night from the line and a Corner 3โ€“1 edge were the whole two-point margin. Lucas W (5 buckets, 16 points) steadied a favorite that never covered but got the W. Most complete team in the East, even in a grind.

Fez_Keyreb lost the game and won the week. They beat their number (10 vs 8.4, +1.6) with the cleanest buzzing on the floor (just one turnover), and Advik S broke out for 4 buckets (16 points). A 1โ€“3 team that loses by 2 and clears its xFGM is a team whose arrow is pointing up hard.

xFGM sumin 10 vs 9.7 (+0.3) ยท Fez 10 vs 8.4 (+1.6)
vs expected by zone sumin: Corner 3 vs 1.6, Mid 2 vs 1.5 ยท Fez: Transition 3 vs 1.5, Paint 2 vs 1.4
FT% 70% (7/10) ยท 60% (6/10)   TO sumin 3 ยท Fez 1   pace shot-clock 27 ยท 36   empty poss 3/23
line: (Stitch)ยฒ โˆ’1 โœ“
(Stitch)ยฒ 112 โ€” 98 jonathan
Decided by: turnovers in the lowest-scoring game of the week

The lowest-scoring game of the week, and it came down to who kept the ball. Both teams put up the same number of buckets โ€” 9 apiece โ€” and both actually finished slightly OVER xFGM. (Stitch)ยฒ came in at 9 vs 8.4 (+0.6); it won not by outscoring jonathan but by not giving it away, pancreas uvula (4 buckets, 16 points) the top line on either side.

jonathan matched Stitch bucket-for-bucket (9โ€“9) and at the line (56%โ€“56%) and even beat its own number (9 vs 8.9, +0.1) โ€” but it coughed it up six times to Stitch's two, and that six-to-two turnover gap was the whole margin. edwin h and kensuke o split what little scoring there was. Even possessions, even shooting, lost on giveaways: the West cellar's night in one stat.

xFGM Stitch 9 vs 8.4 (+0.6) ยท jonathan 9 vs 8.9 (+0.1)
vs expected by zone Stitch: Mid 3 vs 2.0, Deep 2 vs 1.5 ยท jonathan: Elbow 3 vs 2.1, Paint 2 vs 1.5
FT% 56% (5/9) ยท 56% (5/9)   TO Stitch 2 ยท jonathan 6   pace shot-clock 19 ยท 33   empty poss 5/23
line: anurag โˆ’3.9 โœ—
xpoes 114 โ€” 96 anurag
Decided by: volume again โ€” and the second favorite cooked

The "Sanjay game" finally got played, and it cost the books their second favorite. xpoes did it the mingle way โ€” won at 38% from the line but on 13 buckets against an 8.6 expectation (+4.4), sweeping the Mid-range 3โ€“0 and taking Transition 3โ€“1. Rohan G's ghost-roster act โ€” a team-high 6 buckets โ€” finally landed on the winning side of a game.

anurag was favored and lost outright. The Seanjay squad came in under its number (8 vs 9.2, โˆ’1.2), Sean (4 buckets) the only steady hand, and a 50% night from the line never covered a spread it never led. A โˆ’3.9 chalk beaten by 18 is a 22-point swing against the number โ€” the East's donation to the model's worst week.

xFGM xpoes 13 vs 8.6 (+4.4) ยท anurag 8 vs 9.2 (โˆ’1.2)
vs expected by zone xpoes: Mid 3 vs 1.4, Transition 3 vs 1.5 ยท anurag: Paint 2 vs 1.5, Mid 0 vs 1.6
FT% 38% (5/13) ยท 50% (4/8)   TO xpoes 5 ยท anurag 2   pace shot-clock 21 ยท 29   empty poss 4/23

๐Ÿ“Š Power Rankings

All 14 teams after Week 5, both conferences. Records first, but the takes lean on xFGM โ€” who's really as good as their result. Two teams (dan.k.memes, ChessFun) were on bye this week; they hold their spots on merit, no new mark.

EAST

#TeamThe Take
1mingle/Yunyi3โ€“1, +184 diff, best in the East. Won at 38% from the line on sheer volume (+5.0, zero turnovers). The new class of the conference.
2sumin3โ€“1, +130. Survived a 2-point war with Fez on a 70% night from the line. The most complete East team right now.
3dan.k.memes3โ€“1 but โˆ’74 diff, on bye this week. The record still outruns the point differential; regression watch.
4xpoes2โ€“3, โˆ’8 diff. Finally cashed one โ€” beat a favorite (anurag) outright by 18, Rohan G's ghost roster on the right side at last. Best point differential of the pack below the top three.
5GidTheKid22โ€“3, โˆ’166. Same record as xpoes but โˆ’158 worse in differential; lost a division game it was favored in as a Paint 0โ€“4 sweep sank it. Talent, no closing.
6Fez_Keyreb1โ€“3, โˆ’12, but lost by 2 and beat its xFGM (+1.6) with an Advik S breakout. Arrow pointing up hard.
7anurag1โ€“3, โˆ’54. Laid an egg as a favorite, losing to xpoes by 18 โ€” the East's contribution to the model's worst week. Came in under its own xFGM.

WEST

#TeamThe Take
1cryo3โ€“2, +174. A 44-point demolition, +6.5 over xFGM. The clear No. 1 in the conference now.
2James W3โ€“1, +166. A 34-point statement, Transition swept 4โ€“0, akhil 8 buckets. The scariest ceiling in the West.
3czz3โ€“2, โˆ’74. Co-leads on record but got blasted by 34 (โˆ’2.8, six turnovers). The depth-and-ugly-wins team got exposed.
4ChessFun2โ€“2, โˆ’42. Did not play this week; holding pattern, the rotation still the question. No new mark.
5(Stitch)ยฒ2โ€“2, โˆ’168. Ground out a 112โ€“98 win over jonathan, but the โˆ’168 diff and low volume make it fragile.
6Connor Chang1โ€“3, +22. Kian D's ceiling is real but they got run by 44 at 17% from the line. Availability is the whole story.
7jonathan1โ€“3, โˆ’78. Turned it over its way out of a winnable grind โ€” six giveaways, but it matched Stitch bucket-for-bucket and at the line. The West cellar.

๐Ÿ’ฐ From the Books

The model's worst week: it went 3/6 straight up, and both of its clearest favorites got cooked. The headline miss was historic โ€” Connor Chang โˆ’2.5 favored on the road and run off the floor by 44, the season's ugliest line, because the number priced Kian D's ceiling while a short lineup priced reality (17% from the line). And anurag โˆ’3.9, favored in the East, lost outright by 18 to a full-strength xpoes that finally dressed five โ€” a 22-point swing against the number. GidTheKid2 โˆ’0.5 was favored and lost by 10 to mingle; sumin โˆ’3.5 won but only by 2 โ€” right side, no cover. The hits were both West blowouts: James W โˆ’0.5 won by 34 (huge cover) and (Stitch)ยฒ โˆ’1 covered in the 112โ€“98 grind. The lesson for next week is the same lever it always is: keep fading chalk on teams whose number rides one star's ceiling or an assumed full roster.

โญ Players of the Week

๐Ÿ† Player of the Week: roshan (mingle/Yunyi) โ€” 20 points, 5 buckets, ZERO turnovers, and the fastest trigger of any top scorer (avg shot-clock 16). He set the tempo in a 10-point division win that beat its xFGM by 5 at just 38% from the line โ€” the cleanest, fastest, most valuable individual line of the week in the game that actually decided the East's top seed. Nod to akhil (James W): a week-high 8 buckets (20 points) in the 34-point rout, but three turnovers โ€” volume with a cost.
PlayerTeamPtsFGMTOAvg shot-clock
roshanmingle/Yunyi205016
akhilJames W208320
Advik SFez_Keyreb164036
Lucas Wsumin165127
suzukocryo165126
pancreas uvula(Stitch)ยฒ164019

โšก Quickest trigger: mingle's roshan (avg shot-clock 16) beat everyone to the spot in the game that mattered most. Turnover trouble: jonathan's six giveaways in the lowest-scoring game and czz's six in a 34-point loss headlined the week โ€” two teams whose discipline, not talent, decided their night.

๐Ÿ”ฎ Week 6 Outlook

A full six-game slate now in the books, and the two conferences finally have a top to chase. Both No. 1 seeds are humming, the West is a four-team scramble beneath cryo, and the season's biggest availability question โ€” Connor Chang's โ€” is still open. Exact Week 6 fixtures aren't locked, so the outlook here is storylines, not invented matchups.

โญ The Fixture to Want
cryo @ James W the marquee, if scheduled

The top of the West on a collision course. cryo just posted a +6.5, 44-point demolition and looks like the conference's class; James W answered with a +5.0, Transition-4โ€“0 statement of its own. Two teams that both smashed their number in the same week โ€” put them on the same floor and the winner is the outright West No. 1 at the midpoint. It's the game the schedule owes us.

Storyline: can the sub-40% winners keep it up?
the sub-40% question

mingle/Yunyi is the East's new No. 1 having won at 38% from the line on pure volume (+5.0, zero turnovers) โ€” and xpoes just beat a favorite the exact same way (13 buckets at 38%). That's a sustainable engine if the buckets keep coming and a house of cards if the volume dips. The next test is whether the tempo โ€” roshan setting a shot-clock-16 pace โ€” survives a team that can match their buzzing.

๐Ÿ‘€ What to watch:  โ€ข Connor Chang's availability โ€” the whole season rides on whether they dress five; a โˆ’44 as a favorite is what a short lineup costs.  โ€ข (Stitch)ยฒ's climb โ€” real, or a volume mirage? A 112โ€“98 grind and a โˆ’168 diff both being true is the definition of fragile.  โ€ข dan.k.memes โ€” the 3โ€“1 record still hasn't met its โˆ’74 differential; the reckoning is coming.  โ€ข Fez_Keyreb off a loss-that-felt-like-a-win โ€” pair that +1.6 and the Advik S breakout with an actual W and the arrow becomes a seed.