The Art of War vs KZG — CounterQuant

ESL Challenger League Season 48 Oceania· A-TIER ONLINE BO3

FINAL 15 Sep 2024 21:08 UTC

The Art of War

Elo 1494

1 – 0

Winner: The Art of War

KZG

Elo 1561

CS2

CQ-GESUS CS2-APEX SHAP

AUC 0.702 54% CONF WRONG

The Art of War 46.0% 54.0% KZG

Why this prediction?

+100.0 Elo advantage

+84.2 Elo implied probability

+75.5 Elo win probability

+46.2 Schedule difficulty edge

+37.7 Avg opponent quality diff

+32.5 Consensus Win Prob Team1

+29.3 Days since last match (T1)

+26.6 Glicko2 rating (T2)

+25.2 Elo (T1)

+24.7 Glicko2 rating (T1)

Match Highlights Demo parsed

Top Performers

Top Fragger

Estate

kills

ADR 110.8

Top Assist

viridiancity

assists

0 flash

Best ADR

Estate

110.8

avg dmg/rd

26K 15D

Best KAST

Oath-

87.0%

KAST

19K 14D

Most HS

Estate

headshots

46% HS rate

Best K/D

Estate

1.73

K/D ratio

26K 15D

inferno

13 – 9

6ct|7tvs5ct|4t

The Art of War WON

Round Timeline

CT win T win Hover or click a round for details

Round — Player Stats

Player	K	D	A	HS	ADR	KAST

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
T SIDE
Estate	26	15	4	1.73	46%	110.8	78.3%	0.74
Hassie	16	17	7	0.94	50%	79.7	82.6%	0.49
-Zuko	12	17	8	0.71	50%	81.3	78.3%	0.41
dpr	12	17	7	0.71	42%	70.1	87.0%	0.4
Samuukxs	9	17	5	0.53	44%	48.7	73.9%	0.28
CT SIDE
Oath-	19	14	3	1.36	47%	94.9	87.0%	0.62
Neo-	17	16	8	1.06	53%	95.8	78.3%	0.54
Terryyy-	17	13	5	1.31	35%	93.3	82.6%	0.56
tuki666	16	17	5	0.94	44%	83.8	78.3%	0.48
viridiancity	14	15	11	0.93	50%	86.7	78.3%	0.48

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
Estate	15	7	0	60%	129.3	90.9%	0.93
Hassie	10	7	3	50%	107.5	81.8%	0.66
-Zuko	7	7	3	57%	87.5	90.9%	0.54
dpr	4	9	5	50%	62.4	90.9%	0.31
Samuukxs	1	8	3	0%	19.0	81.8%	0.06
1ST HALF — CT SIDE
Oath-	11	7	2	45%	114.6	81.8%	0.7
Neo-	8	7	5	50%	89.9	81.8%	0.55
Terryyy-	7	7	2	57%	78.7	81.8%	0.5
tuki666	8	8	3	38%	105.8	72.7%	0.51
viridiancity	4	8	3	25%	57.0	63.6%	0.23

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
Estate	11	8	4	27%	93.8	66.7%	0.56
Hassie	6	10	4	50%	54.2	83.3%	0.34
-Zuko	5	10	5	40%	75.5	66.7%	0.28
dpr	8	8	2	38%	77.2	83.3%	0.48
Samuukxs	8	9	2	50%	75.8	66.7%	0.43
2ND HALF — T SIDE
Oath-	8	7	1	50%	76.8	91.7%	0.54
Neo-	9	9	3	56%	101.2	75.0%	0.54
Terryyy-	10	6	3	20%	106.6	83.3%	0.62
tuki666	8	9	2	50%	63.7	83.3%	0.45
viridiancity	10	7	8	60%	113.8	91.7%	0.69

Highlights available for subscribers Sign in

Match Stats — All Players Combined DEMO PARSED

Player	K	D	A	K/D	HS%	ADR	KAST%	Rds
⭐ Estate t1	26	15	4	1.73	46%	110.8	78.3%	23
Oath- t2	19	14	3	1.36	47%	94.9	87.0%	23
Neo- t2	17	16	8	1.06	53%	95.8	78.3%	23
Terryyy- t2	17	13	5	1.31	35%	93.3	82.6%	23
Hassie t1	16	17	7	0.94	50%	79.7	82.6%	23
tuki666 t2	16	17	5	0.94	44%	83.8	78.3%	23
viridiancity t2	14	15	11	0.93	50%	86.7	78.3%	23
-Zuko t1	12	17	8	0.71	50%	81.3	78.3%	23
dpr t1	12	17	7	0.71	42%	70.1	87.0%	23
Samuukxs t1	9	17	5	0.53	44%	48.7	73.9%	23

Player Awards

🔫

Top Fragger

Estate

26 kills

🎯

Headshot Machine

Estate

46% HS

26K

Per-Map Player Stats per map · sorted by kills

inferno 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ Estate	26	15	4	1.73	46%	110.8	78.3%	0.74
Hassie	16	17	7	0.94	50%	79.7	82.6%	0.49
-Zuko	12	17	8	0.71	50%	81.3	78.3%	0.41
dpr	12	17	7	0.71	42%	70.1	87.0%	0.4
Samuukxs	9	17	5	0.53	44%	48.7	73.9%	0.28
Oath-	19	14	3	1.36	47%	94.9	87.0%	0.62
Neo-	17	16	8	1.06	53%	95.8	78.3%	0.54
Terryyy-	17	13	5	1.31	35%	93.3	82.6%	0.56
tuki666	16	17	5	0.94	44%	83.8	78.3%	0.48
viridiancity	14	15	11	0.93	50%	86.7	78.3%	0.48

inferno 23 rounds

■ CT Win ■ T Win Click a round to see kill feed

Round 1

T $3250 | CT $3250

Round 2

T $4900 | CT $4050

Round 3

T $21000 | CT $9150

Round 4

T $22000 | CT $3200

Round 5

T $24700 | CT $27750

Round 6

T $18500 | CT $27900

Round 7

T $4200 | CT $30250

Round 8

T $23800 | CT $30950

Round 9

T $24800 | CT $30200

Round 10

T $10450 | CT $30000

Round 11

T $27850 | CT $26500

Round 12

T $27850 | CT $9250

Round 13

T $27650 | CT $26500

Round 14

T $4450 | CT $4200

Round 15

T $20000 | CT $11400

Round 16

T $22300 | CT $7050

Round 17

T $23950 | CT $26650

Round 18

T $24900 | CT $26300

Round 19

T $6800 | CT $23750

Round 20

T $6600 | CT $27100

Round 21

T $24900 | CT $29050

Round 22

T $19400 | CT $30050

Round 23

T $26250 | CT $10250

KZG Eco Rating: 0.0

Eco rounds

0/4 W (0%)

Force buy

0/5 W (0%)

Full buy

14 rounds

Avg Equip

$19772

Util Dmg

0.00

0.0/rd

Opening K

0%/rd

Trade Kill Rate 0%

Headshot% 0%

The Art of War Eco Rating: 0.0

Eco rounds

0/4 W (0%)

Force buy

0/3 W (0%)

Full buy

10 rounds

Avg Equip

$18283

Util Dmg

0.00

0.0/rd

Opening K

0%/rd

Trade Kill Rate 0%

Headshot% 0%

CQ Feature Intelligence 534 features

null: 43.8% ⬡ Gold

Form (30d / 90d)

WR 30d

54.5% vs 50.0%

WR 90d

47.6% vs 46.2%

Rating 30d

1.11 vs —

Form Slope

↓-0.010 vs —

Map Intelligence

CT WR 90d

55.4% vs 42.6%

T WR 90d

45.4% vs 48.2%

Pool Depth

3.0 vs —

Team Dynamics

Days Rest

3.0d vs 18.0d

Roster Stab

— vs —

Synergy

0.6 vs —

Elo Δ +33

Elo Win% 54.7%

KZG

Economy Mastery

Eco Win%

Force Win%

Kill Quality

Headshot%

Trade Rate

—

Opening K/Rd

—

Util Dmg/Rd

—

Multi-Kill Rounds

Multi-Kill Score: 0

The Art of War

Economy Mastery

Eco Win%

Force Win%

Kill Quality

Headshot%

Trade Rate

—

Opening K/Rd

—

Util Dmg/Rd

—

Multi-Kill Rounds

Multi-Kill Score: 0

Quantum Locked

Quantum signals require Uranium-tier data: <10% null features.

Current: 43.8% null Target: <10%

More features will unlock as demo parsing progresses

The Art of War

2 – 1

KZG

Recent Meetings

KZG 1 – 0 The Art of War Sep 2024 The Art of War 1 – 0 KZG Sep 2024 KZG 0 – 1 The Art of War Aug 2024

Player Performance

DEMO PARSED sorted by Impact

Impact = KPR×0.45 − DPR×0.30 + KAST×0.25 + HS%×0.15 + ADR/100×0.15 | KAST = Kill/Assist/Survived/Traded per round | Source: awpy + demoparser2

inferno 23 rounds

■ CT Win ■ T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed

Round 1 1 — 1st half

T $3250 | CT $3250

T buy: eco CT buy: eco

Round 2 2 — 1st half

T $4900 | CT $4050

T buy: eco CT buy: eco Bomb planted

Round 3 3 — 1st half

T $21000 | CT $9150

T buy: half_buy CT buy: force_buy Bomb planted

Round 4 4 — 1st half

T $22000 | CT $3200

T buy: half_buy CT buy: eco Bomb planted

Round 5 5 — 1st half

T $24700 | CT $27750

T buy: full_buy CT buy: full_buy

Round 6 6 — 1st half

T $18500 | CT $27900

T buy: half_buy CT buy: full_buy Bomb planted

Round 7 7 — 1st half

T $4200 | CT $30250

T buy: eco CT buy: full_buy

Round 8 8 — 1st half

T $23800 | CT $30950

T buy: full_buy CT buy: full_buy Bomb planted

Round 9 9 — 1st half

T $24800 | CT $30200

T buy: full_buy CT buy: full_buy

Round 10 10 — 1st half

T $10450 | CT $30000

T buy: force_buy CT buy: full_buy Bomb planted

Round 11 11 — 1st half

T $27850 | CT $26500

T buy: full_buy CT buy: full_buy Bomb planted

Round 12 12 — 1st half

T $27850 | CT $9250

T buy: full_buy CT buy: force_buy Bomb planted

Round 13 13 — 1st half

T $27650 | CT $26500

T buy: full_buy CT buy: full_buy

Round 14 14 — 1st half

T $4450 | CT $4200

T buy: eco CT buy: eco Bomb planted

Round 15 15 — 1st half

T $20000 | CT $11400

T buy: half_buy CT buy: force_buy Bomb planted

Round 16 16 — 2nd half

T $22300 | CT $7050

T buy: half_buy CT buy: force_buy

Round 17 17 — 2nd half

T $23950 | CT $26650

T buy: full_buy CT buy: full_buy Bomb planted

Round 18 18 — 2nd half

T $24900 | CT $26300

T buy: full_buy CT buy: full_buy Bomb planted

Round 19 19 — 2nd half

T $6800 | CT $23750

T buy: force_buy CT buy: full_buy

Round 20 20 — 2nd half

T $6600 | CT $27100

T buy: force_buy CT buy: full_buy

Round 21 21 — 2nd half

T $24900 | CT $29050

T buy: full_buy CT buy: full_buy

Round 22 22 — 2nd half

T $19400 | CT $30050

T buy: half_buy CT buy: full_buy Bomb planted

Round 23 23 — 2nd half

T $26250 | CT $10250

T buy: full_buy CT buy: force_buy