The Art of War vs Vantage

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

FINAL 11 Sep 2024 21:50 UTC

The Art of War

Elo 1448

1 – 0

Winner: The Art of War

Vantage

Elo 1484

CS2

CQ-GESUS CS2-APEX SHAP

AUC 0.702 54% CONF WRONG

The Art of War 46.0% 54.0% Vantage

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

Jynx-_-

kills

ADR 108.9

Top Assist

nauh-

assists

0 flash

Best ADR

Jynx-_-

108.9

avg dmg/rd

23K 14D

Best KAST

tuki666

83.3%

KAST

11K 19D

Most HS

Jynx-_-

headshots

48% HS rate

Best K/D

Jynx-_-

1.64

K/D ratio

23K 14D

ancient

13 – 10

7ct|6tvs5ct|5t

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
Jynx-_-	23	14	6	1.64	48%	108.9	79.2%	0.69
N1ghtraid	19	15	6	1.27	21%	92.8	66.7%	0.51
Drox	17	17	8	1.00	59%	101.4	79.2%	0.54
nauh-	12	18	10	0.67	33%	67.9	79.2%	0.35
mindtr6cks	9	20	1	0.45	56%	44.3	62.5%	0.23
CT SIDE
Terryyy-	21	17	4	1.24	52%	92.8	66.7%	0.57
Neo-	21	18	5	1.17	38%	98.0	70.8%	0.55
viridiancity	17	16	9	1.06	35%	86.7	79.2%	0.5
Oath-	13	13	6	1.00	31%	67.0	79.2%	0.43
tuki666	11	19	5	0.58	36%	59.6	83.3%	0.32

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
Jynx-_-	14	9	2	57%	120.5	69.2%	0.72
N1ghtraid	6	9	2	50%	56.8	53.8%	0.29
Drox	8	10	6	62%	103.3	76.9%	0.49
nauh-	4	11	6	25%	55.5	69.2%	0.18
mindtr6cks	7	11	0	43%	59.5	61.5%	0.3
1ST HALF — CT SIDE
Terryyy-	13	7	1	38%	86.9	76.9%	0.67
Neo-	15	8	2	33%	123.9	76.9%	0.76
viridiancity	7	8	6	43%	78.8	69.2%	0.41
Oath-	10	6	2	20%	83.2	76.9%	0.55
tuki666	5	10	3	20%	50.7	84.6%	0.26

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
Jynx-_-	9	5	4	33%	95.2	90.9%	0.65
N1ghtraid	13	6	4	8%	135.5	81.8%	0.79
Drox	9	7	2	56%	99.2	81.8%	0.61
nauh-	8	7	4	38%	82.5	90.9%	0.54
mindtr6cks	2	9	1	100%	26.4	63.6%	0.18
2ND HALF — T SIDE
Terryyy-	8	10	3	75%	99.7	54.5%	0.45
Neo-	6	10	3	50%	67.3	63.6%	0.31
viridiancity	10	8	3	30%	96.0	90.9%	0.61
Oath-	3	7	4	67%	47.7	81.8%	0.31
tuki666	6	9	2	50%	70.1	81.8%	0.38

Highlights available for subscribers Sign in

Match Stats — All Players Combined DEMO PARSED

Player	K	D	A	K/D	HS%	ADR	KAST%	Rds
⭐ Jynx-_- t2	23	14	6	1.64	48%	108.9	79.2%	24
Terryyy- t1	21	17	4	1.24	52%	92.8	66.7%	24
Neo- t1	21	18	5	1.17	38%	98.0	70.8%	24
N1ghtraid t2	19	15	6	1.27	21%	92.8	66.7%	24
Drox t2	17	17	8	1.00	59%	101.4	79.2%	24
viridiancity t1	17	16	9	1.06	35%	86.7	79.2%	24
Oath- t1	13	13	6	1.00	31%	67.0	79.2%	24
nauh- t2	12	18	10	0.67	33%	67.9	79.2%	24
tuki666 t1	11	19	5	0.58	36%	59.6	83.3%	24
mindtr6cks t2	9	20	1	0.45	56%	44.3	62.5%	24

Player Awards

🔫

Top Fragger

Jynx-_-

23 kills

🎯

Headshot Machine

Jynx-_-

48% HS

23K

Per-Map Player Stats per map · sorted by kills

ancient 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ Jynx-_-	23	14	6	1.64	48%	108.9	79.2%	0.69
N1ghtraid	19	15	6	1.27	21%	92.8	66.7%	0.51
Drox	17	17	8	1.00	59%	101.4	79.2%	0.54
nauh-	12	18	10	0.67	33%	67.9	79.2%	0.35
mindtr6cks	9	20	1	0.45	56%	44.3	62.5%	0.23
Terryyy-	21	17	4	1.24	52%	92.8	66.7%	0.57
Neo-	21	18	5	1.17	38%	98.0	70.8%	0.55
viridiancity	17	16	9	1.06	35%	86.7	79.2%	0.5
Oath-	13	13	6	1.00	31%	67.0	79.2%	0.43
tuki666	11	19	5	0.58	36%	59.6	83.3%	0.32

ancient 24 rounds

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

Round 1

T $3250 | CT $3250

Round 2

T $4200 | CT $4000

Round 3

T $20100 | CT $1400

Round 4

T $21200 | CT $23350

Round 5

T $24050 | CT $5200

Round 6

T $23950 | CT $28600

Round 7

T $25100 | CT $26350

Round 8

T $21550 | CT $30700

Round 9

T $7600 | CT $31150

Round 10

T $23600 | CT $31450

Round 11

T $5000 | CT $30950

Round 12

T $24650 | CT $31050

Round 13

T $22100 | CT $32700

Round 14

T $5150 | CT $4100

Round 15

T $19450 | CT $1900

Round 16

T $22650 | CT $24450

Round 17

T $3900 | CT $27900

Round 18

T $24100 | CT $29600

Round 19

T $1500 | CT $28400

Round 20

T $25300 | CT $29800

Round 21

T $25500 | CT $28150

Round 22

T $19550 | CT $28700

Round 23

T $17850 | CT $25250

Round 24

T $23400 | CT $25800

Vantage Eco Rating: 0.0

Eco rounds

0/5 W (0%)

Force buy

0/1 W (0%)

Full buy

18 rounds

Avg Equip

$22258

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

$17279

Util Dmg

0.00

0.0/rd

Opening K

0%/rd

Trade Kill Rate 0%

Headshot% 0%

CQ Feature Intelligence 534 features

null: 37.6% ⬡ Gold

Form (30d / 90d)

WR 30d

54.5% vs 50.0%

WR 90d

47.4% vs 47.4%

Rating 30d

1.04 vs 1.02

Map Intelligence

CT WR 90d

54.9% vs 41.9%

T WR 90d

44.4% vs 49.4%

Pool Depth

3.0 vs —

Team Dynamics

Days Rest

14.0d vs 12.0d

Roster Stab

— vs —

Synergy

0.77 vs 0.86

Elo Δ +44

Elo Win% 56.3%

Vantage

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: 37.6% null Target: <10%

More features will unlock as demo parsing progresses

The Art of War

4 – 0

Vantage

Recent Meetings

Vantage 0 – 2 The Art of War Oct 2024 Vantage 0 – 1 The Art of War Sep 2024 The Art of War 1 – 0 Vantage Sep 2024 Vantage 0 – 1 The Art of War Jul 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

ancient 24 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 $4200 | CT $4000

T buy: eco CT buy: eco Bomb planted

Round 3 3 — 1st half

T $20100 | CT $1400

T buy: half_buy CT buy: eco Bomb planted

Round 4 4 — 1st half

T $21200 | CT $23350

T buy: half_buy CT buy: full_buy

Round 5 5 — 1st half

T $24050 | CT $5200

T buy: full_buy CT buy: force_buy Bomb planted

Round 6 6 — 1st half

T $23950 | CT $28600

T buy: full_buy CT buy: full_buy Bomb planted

Round 7 7 — 1st half

T $25100 | CT $26350

T buy: full_buy CT buy: full_buy

Round 8 8 — 1st half

T $21550 | CT $30700

T buy: half_buy CT buy: full_buy Bomb planted

Round 9 9 — 1st half

T $7600 | CT $31150

T buy: force_buy CT buy: full_buy

Round 10 10 — 1st half

T $23600 | CT $31450

T buy: full_buy CT buy: full_buy

Round 11 11 — 1st half

T $5000 | CT $30950

T buy: force_buy CT buy: full_buy

Round 12 12 — 1st half

T $24650 | CT $31050

T buy: full_buy CT buy: full_buy

Round 13 13 — 1st half

T $22100 | CT $32700

T buy: half_buy CT buy: full_buy Bomb planted

Round 14 14 — 1st half

T $5150 | CT $4100

T buy: force_buy CT buy: eco Bomb planted

Round 15 15 — 1st half

T $19450 | CT $1900

T buy: half_buy CT buy: eco Bomb planted

Round 16 16 — 2nd half

T $22650 | CT $24450

T buy: full_buy CT buy: full_buy

Round 17 17 — 2nd half

T $3900 | CT $27900

T buy: eco CT buy: full_buy Bomb planted

Round 18 18 — 2nd half

T $24100 | CT $29600

T buy: full_buy CT buy: full_buy

Round 19 19 — 2nd half

T $1500 | CT $28400

T buy: eco CT buy: full_buy

Round 20 20 — 2nd half

T $25300 | CT $29800

T buy: full_buy CT buy: full_buy Bomb planted

Round 21 21 — 2nd half

T $25500 | CT $28150

T buy: full_buy CT buy: full_buy

Round 22 22 — 2nd half

T $19550 | CT $28700

T buy: half_buy CT buy: full_buy Bomb planted

Round 23 23 — 2nd half

T $17850 | CT $25250

T buy: half_buy CT buy: full_buy Bomb planted

Round 24 24 — 2nd half

T $23400 | CT $25800

T buy: full_buy CT buy: full_buy Bomb planted