The Art of War vs MANTRA

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

FINAL 09 Oct 2024 20:40 UTC

The Art of War

Elo 1448

1 – 0

Winner: The Art of War

MANTRA

Elo 1471

CS2

CQ-GESUS CS2-APEX SHAP

AUC 0.702 54% CONF WRONG

The Art of War 46.0% 54.0% MANTRA

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

viridiancity

kills

ADR 111.7

Top Assist

Neo-

assists

0 flash

Best ADR

viridiancity

111.7

avg dmg/rd

22K 9D

Best KAST

viridiancity

86.4%

KAST

22K 9D

Most HS

rekonz

headshots

56% HS rate

Best K/D

viridiancity

2.44

K/D ratio

22K 9D

nuke

13 – 8

5ct|8tvs1ct|7t

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
viridiancity	22	9	4	2.44	32%	111.7	86.4%	0.76
Terryyy-	15	14	3	1.07	67%	83.9	72.7%	0.52
tuki666	15	13	0	1.15	47%	72.0	68.2%	0.48
Neo-	12	16	6	0.75	25%	71.9	68.2%	0.34
Oath-	12	15	3	0.80	50%	68.9	54.5%	0.36
CT SIDE
rekonz	18	14	5	1.29	56%	104.2	77.3%	0.61
Winnieeeee	17	16	4	1.06	59%	95.5	63.6%	0.52
cookie-	16	16	1	1.00	38%	63.7	68.2%	0.43
Cheeseball	10	18	2	0.56	40%	55.7	63.6%	0.26
AJD00m	6	17	6	0.35	33%	40.5	54.5%	0.14

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
viridiancity	11	2	2	45%	112.9	100.0%	0.92
Terryyy-	10	4	0	60%	110.0	90.0%	0.81
tuki666	12	5	0	50%	117.3	90.0%	0.87
Neo-	3	7	3	33%	47.2	70.0%	0.22
Oath-	6	7	3	50%	85.3	70.0%	0.44
1ST HALF — CT SIDE
rekonz	5	9	1	40%	72.7	60.0%	0.27
Winnieeeee	7	8	1	71%	85.6	60.0%	0.46
cookie-	4	9	0	50%	47.4	50.0%	0.18
Cheeseball	7	8	0	57%	77.9	60.0%	0.43
AJD00m	2	10	2	50%	32.8	30.0%	-0.01

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
viridiancity	11	7	2	18%	110.8	75.0%	0.62
Terryyy-	5	10	3	80%	62.1	58.3%	0.3
tuki666	3	8	0	33%	34.3	50.0%	0.14
Neo-	9	9	3	22%	92.5	66.7%	0.45
Oath-	6	8	0	50%	55.2	41.7%	0.29
2ND HALF — T SIDE
rekonz	13	5	4	62%	130.5	91.7%	0.88
Winnieeeee	10	8	3	50%	103.8	66.7%	0.57
cookie-	12	7	1	33%	77.3	83.3%	0.65
Cheeseball	3	10	2	0%	37.2	66.7%	0.09
AJD00m	4	7	4	25%	46.9	75.0%	0.27

Highlights available for subscribers Sign in

Match Stats — All Players Combined DEMO PARSED

Player	K	D	A	K/D	HS%	ADR	KAST%	Rds
⭐ viridiancity t1	22	9	4	2.44	32%	111.7	86.4%	22
rekonz t2	18	14	5	1.29	56%	104.2	77.3%	22
Winnieeeee t2	17	16	4	1.06	59%	95.5	63.6%	22
cookie- t2	16	16	1	1.00	38%	63.7	68.2%	22
Terryyy- t1	15	14	3	1.07	67%	83.9	72.7%	22
tuki666 t1	15	13	0	1.15	47%	72.0	68.2%	22
Neo- t1	12	16	6	0.75	25%	71.9	68.2%	22
Oath- t1	12	15	3	0.80	50%	68.9	54.5%	22
Cheeseball t2	10	18	2	0.56	40%	55.7	63.6%	22
AJD00m t2	6	17	6	0.35	33%	40.5	54.5%	22

Player Awards

🔫

Top Fragger

viridiancity

22 kills

🎯

Headshot Machine

viridiancity

32% HS

22K

Per-Map Player Stats per map · sorted by kills

nuke 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ viridiancity	22	9	4	2.44	32%	111.7	86.4%	0.76
Terryyy-	15	14	3	1.07	67%	83.9	72.7%	0.52
tuki666	15	13	0	1.15	47%	72.0	68.2%	0.48
Neo-	12	16	6	0.75	25%	71.9	68.2%	0.34
Oath-	12	15	3	0.80	50%	68.9	54.5%	0.36
rekonz	18	14	5	1.29	56%	104.2	77.3%	0.61
Winnieeeee	17	16	4	1.06	59%	95.5	63.6%	0.52
cookie-	16	16	1	1.00	38%	63.7	68.2%	0.43
Cheeseball	10	18	2	0.56	40%	55.7	63.6%	0.26
AJD00m	6	17	6	0.35	33%	40.5	54.5%	0.14

nuke 22 rounds

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

Round 1

T $3250 | CT $3250

Round 2

T $4200 | CT $4150

Round 3

T $20250 | CT $1000

Round 4

T $22700 | CT $22800

Round 5

T $25800 | CT $6750

Round 6

T $26300 | CT $27400

Round 7

T $26550 | CT $30150

Round 8

T $27750 | CT $28900

Round 9

T $2750 | CT $30650

Round 10

T $27050 | CT $31050

Round 11

T $7450 | CT $30750

Round 12

T $25200 | CT $30750

Round 13

T $22600 | CT $28100

Round 14

T $4750 | CT $4900

Round 15

T $19000 | CT $9150

Round 16

T $19600 | CT $3450

Round 17

T $16950 | CT $27700

Round 18

T $28050 | CT $20050

Round 19

T $23500 | CT $8150

Round 20

T $22200 | CT $26500

Round 21

T $24100 | CT $8950

Round 22

T $24500 | CT $30400

The Art of War Eco Rating: 0.0

Eco rounds

0/4 W (0%)

Force buy

0/1 W (0%)

Full buy

12 rounds

Avg Equip

$19295

Util Dmg

0.00

0.0/rd

Opening K

0%/rd

Trade Kill Rate 0%

Headshot% 0%

MANTRA Eco Rating: 0.0

Eco rounds

0/5 W (0%)

Force buy

0/4 W (0%)

Full buy

12 rounds

Avg Equip

$18861

Util Dmg

0.00

0.0/rd

Opening K

0%/rd

Trade Kill Rate 0%

Headshot% 0%

CQ Feature Intelligence 534 features

null: 41.0% ⬡ Gold

Form (30d / 90d)

WR 30d

64.3% vs 66.7%

WR 90d

54.5% vs 58.8%

Rating 30d

0.99 vs 1.13

Form Slope

↑0.050 vs —

Map Intelligence

CT WR 90d

53.7% vs 51.9%

T WR 90d

50.3% vs 38.6%

Pool Depth

5.0 vs —

Team Dynamics

Days Rest

2.0d vs 4.0d

Roster Stab

— vs —

Synergy

1.16 vs 0.73

Elo Δ +32

Elo Win% 54.6%

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

MANTRA

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: 41.0% null Target: <10%

More features will unlock as demo parsing progresses

The Art of War

2 – 2

MANTRA

Recent Meetings

MANTRA 1 – 0 The Art of War Jan 2025 The Art of War 0 – 1 MANTRA Jan 2025 MANTRA 0 – 1 The Art of War Oct 2024 The Art of War 1 – 0 MANTRA Oct 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

nuke 22 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 $4150

T buy: eco CT buy: eco Bomb planted

Round 3 3 — 1st half

T $20250 | CT $1000

T buy: half_buy CT buy: eco

Round 4 4 — 1st half

T $22700 | CT $22800

T buy: full_buy CT buy: full_buy Bomb planted

Round 5 5 — 1st half

T $25800 | CT $6750

T buy: full_buy CT buy: force_buy

Round 6 6 — 1st half

T $26300 | CT $27400

T buy: full_buy CT buy: full_buy

Round 7 7 — 1st half

T $26550 | CT $30150

T buy: full_buy CT buy: full_buy Bomb planted

Round 8 8 — 1st half

T $27750 | CT $28900

T buy: full_buy CT buy: full_buy

Round 9 9 — 1st half

T $2750 | CT $30650

T buy: eco CT buy: full_buy Bomb planted

Round 10 10 — 1st half

T $27050 | CT $31050

T buy: full_buy CT buy: full_buy

Round 11 11 — 1st half

T $7450 | CT $30750

T buy: force_buy CT buy: full_buy

Round 12 12 — 1st half

T $25200 | CT $30750

T buy: full_buy CT buy: full_buy Bomb planted

Round 13 13 — 1st half

T $22600 | CT $28100

T buy: full_buy CT buy: full_buy Bomb planted

Round 14 14 — 1st half

T $4750 | CT $4900

T buy: eco CT buy: eco Bomb planted

Round 15 15 — 1st half

T $19000 | CT $9150

T buy: half_buy CT buy: force_buy Bomb planted

Round 16 16 — 2nd half

T $19600 | CT $3450

T buy: half_buy CT buy: eco

Round 17 17 — 2nd half

T $16950 | CT $27700

T buy: half_buy CT buy: full_buy Bomb planted

Round 18 18 — 2nd half

T $28050 | CT $20050

T buy: full_buy CT buy: half_buy Bomb planted

Round 19 19 — 2nd half

T $23500 | CT $8150

T buy: full_buy CT buy: force_buy Bomb planted

Round 20 20 — 2nd half

T $22200 | CT $26500

T buy: half_buy CT buy: full_buy Bomb planted

Round 21 21 — 2nd half

T $24100 | CT $8950

T buy: full_buy CT buy: force_buy Bomb planted

Round 22 22 — 2nd half

T $24500 | CT $30400

T buy: full_buy CT buy: full_buy