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ESEA Advanced Season 56 North America· T3 ONLINE BO3
FINAL 09 Mar 2026 22:42 UTC
LAG
LAG
CA
Elo 1495
2 – 0
Winner: LAG
Wanted Goons
Wanted Goons
US
Elo 1539
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF WRONG
LAG 42.5% 57.5% Wanted Goons
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)
ancient
13 – 7
9|4vs4|3
LAG
dust2
13 – 8
4|9vs3|5
LAG
Match Highlights Demo parsed
Top Performers
Top Fragger
1Sandman
43
kills
ADR 100.1
Top Assist
Wolffe
14
assists
0 flash
Best ADR
1Sandman
100.1
avg dmg/rd
43K 30D
Best KAST
Coach|Fraq
100.0%
KAST
0K 0D
Most HS
Wolffe
22
headshots
63% HS rate
Best K/D
consti
1.52
K/D ratio
32K 21D
de_ancient
ancient
13 – 7
LAG WON
Round Timeline
CT win T win
HT
Round — Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
killerPandas
 15 16 5 0.94 40% 82.0 68.2% 0.44
1Constantine
 13 15 4 0.87 46% 58.7 68.2% 0.39
Feb
 12 17 8 0.71 42% 78.2 86.4% 0.41
Magic_KS
 12 16 4 0.75 67% 57.5 63.6% 0.37
Johan
 9 17 5 0.53 22% 54.1 77.3% 0.26
Coach|Fraq
 0 0 0 0.00 0% 1.0 100.0% 0.25
CT SIDE
1Sandman
 25 13 7 1.92 44% 121.1 86.4% 0.8
kmrn
 16 13 7 1.23 19% 67.5 86.4% 0.5
djay
 16 13 6 1.23 50% 75.2 77.3% 0.53
consti
 15 12 6 1.25 33% 67.6 90.9% 0.52
Wolffe
 12 13 8 0.92 58% 63.3 81.8% 0.45
Coach|Aureo
 0 0 0 0.00 0% 1.0 100.0% 0.25
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
killerPandas
 7 11 4 29% 62.4 64.3% 0.29
1Constantine
 7 12 2 57% 57.6 57.1% 0.28
Feb
 9 11 2 33% 71.2 78.6% 0.41
Magic_KS
 7 11 1 71% 57.7 50.0% 0.31
Johan
 4 11 1 25% 51.6 64.3% 0.17
Coach|Fraq
 0 0 0 0% 1.0 100.0% 0.25
1ST HALF — CT SIDE
1Sandman
 19 7 4 53% 140.3 100.0% 1.0
kmrn
 11 7 4 18% 73.4 100.0% 0.59
djay
 11 6 5 64% 92.5 78.6% 0.66
consti
 7 6 4 14% 60.0 92.9% 0.44
Wolffe
 8 8 7 75% 67.7 92.9% 0.53
Coach|Aureo
 0 0 0 0% 1.0 100.0% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
killerPandas
 8 5 1 50% 116.1 75.0% 0.7
1Constantine
 6 3 2 33% 60.6 87.5% 0.58
Feb
 3 6 6 67% 90.5 100.0% 0.43
Magic_KS
 5 5 3 60% 57.0 87.5% 0.49
Johan
 5 6 4 20% 58.4 100.0% 0.42
Coach|Fraq
 0 0 0 0% 0.9 100.0% 0.25
2ND HALF — T SIDE
1Sandman
 6 6 3 17% 87.6 62.5% 0.43
kmrn
 5 6 3 20% 57.2 62.5% 0.33
djay
 5 7 1 20% 44.9 75.0% 0.3
consti
 8 6 2 50% 81.0 87.5% 0.64
Wolffe
 4 5 1 25% 55.6 62.5% 0.31
Coach|Aureo
 0 0 0 0% 0.9 100.0% 0.25
Highlights available for subscribers Sign in
de_dust2
dust2
13 – 8
LAG WON
Round Timeline
CT win T win
HT
Round — Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
killerPandas
 19 16 7 1.19 32% 91.7 82.6% 0.56
Johan
 15 15 4 1.00 40% 63.0 69.6% 0.43
Feb
 15 17 6 0.88 47% 73.2 82.6% 0.46
Magic_KS
 15 17 7 0.88 53% 81.0 69.6% 0.45
1Constantine
 4 15 4 0.27 50% 28.9 69.6% 0.17
Coach|Fraq
 0 0 0 0.00 0% 1.0 100.0% 0.25
CT SIDE
Wolffe
 23 15 6 1.53 65% 100.9 95.7% 0.74
1Sandman
 18 17 6 1.06 44% 80.0 73.9% 0.5
consti
 17 9 3 1.89 29% 72.9 82.6% 0.57
djay
 14 15 6 0.93 64% 95.2 82.6% 0.52
kmrn
 11 17 3 0.65 18% 54.4 73.9% 0.29
Coach|Aureo
 0 0 0 0.00 0% 1.0 100.0% 0.25
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
killerPandas
 9 6 5 33% 103.9 90.9% 0.64
Johan
 6 6 1 17% 48.9 90.9% 0.41
Feb
 7 6 4 57% 72.4 90.9% 0.54
Magic_KS
 8 7 3 50% 80.6 72.7% 0.51
1Constantine
 3 7 3 33% 42.7 72.7% 0.23
Coach|Fraq
 0 0 0 0% 0.9 100.0% 0.25
1ST HALF — CT SIDE
Wolffe
 11 7 0 64% 85.1 100.0% 0.73
1Sandman
 9 8 2 33% 81.1 63.6% 0.48
consti
 7 5 1 29% 63.6 72.7% 0.47
djay
 5 9 5 60% 106.9 72.7% 0.39
kmrn
 4 9 1 0% 42.1 63.6% 0.14
Coach|Aureo
 0 0 0 0% 0.9 100.0% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
killerPandas
 10 10 2 30% 80.4 75.0% 0.48
Johan
 9 9 3 56% 75.8 50.0% 0.44
Feb
 8 11 2 38% 73.9 75.0% 0.38
Magic_KS
 7 10 4 57% 81.2 66.7% 0.39
1Constantine
 1 8 1 100% 16.2 66.7% 0.18
Coach|Fraq
 0 0 0 0% 1.0 100.0% 0.25
2ND HALF — T SIDE
Wolffe
 12 8 6 67% 115.3 91.7% 0.75
1Sandman
 9 9 4 56% 78.9 83.3% 0.52
consti
 10 4 2 30% 81.4 91.7% 0.67
djay
 9 6 1 67% 84.5 91.7% 0.64
kmrn
 7 8 2 29% 65.8 83.3% 0.41
Coach|Aureo
 0 0 0 0% 1.0 100.0% 0.25
Highlights available for subscribers Sign in
Match Stats — All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ 1Sandman t2
43 30 13 1.43 44% 100.1 80.0% 45
Wolffe t2
35 28 14 1.25 63% 82.5 88.9% 45
killerPandas t1
34 32 12 1.06 35% 86.9 75.6% 45
consti t2
32 21 9 1.52 31% 70.3 86.7% 45
djay t2
30 28 12 1.07 57% 85.4 80.0% 45
Feb t1
27 34 14 0.79 44% 75.6 84.4% 45
Magic_KS t1
27 33 11 0.82 59% 69.5 66.7% 45
kmrn t2
27 30 10 0.90 19% 60.8 80.0% 45
Johan t1
24 32 9 0.75 33% 58.6 73.3% 45
1Constantine t1
17 30 8 0.57 47% 43.5 68.9% 45
Coach|Fraq t1
0 0 0 0.00 0% 1.0 100.0% 45
Coach|Aureo t2
0 0 0 0.00 0% 1.0 100.0% 45
Player Awards
🔫
Top Fragger
1Sandman
43 kills
🎯
Headshot Machine
1Sandman
44% HS
43K
Per-Map Player Stats per map · sorted by kills
de_ancient ancient 12 players
Player K D A K/D HS% ADR KAST% Impact
⭐
killerPandas
15 16 5 0.94 40% 82.0 68.2% 0.44
1Constantine
13 15 4 0.87 46% 58.7 68.2% 0.39
Feb
12 17 8 0.71 42% 78.2 86.4% 0.41
Magic_KS
12 16 4 0.75 67% 57.5 63.6% 0.37
Johan
9 17 5 0.53 22% 54.1 77.3% 0.26
Coach|Fraq
0 0 0 0.00 0% 1.0 100.0% 0.25
1Sandman
25 13 7 1.92 44% 121.1 86.4% 0.8
kmrn
16 13 7 1.23 19% 67.5 86.4% 0.5
djay
16 13 6 1.23 50% 75.2 77.3% 0.53
consti
15 12 6 1.25 33% 67.6 90.9% 0.52
Wolffe
12 13 8 0.92 58% 63.3 81.8% 0.45
Coach|Aureo
0 0 0 0.00 0% 1.0 100.0% 0.25
de_dust2 dust2 12 players
Player K D A K/D HS% ADR KAST% Impact
⭐
killerPandas
19 16 7 1.19 32% 91.7 82.6% 0.56
Johan
15 15 4 1.00 40% 63.0 69.6% 0.43
Feb
15 17 6 0.88 47% 73.2 82.6% 0.46
Magic_KS
15 17 7 0.88 53% 81.0 69.6% 0.45
1Constantine
4 15 4 0.27 50% 28.9 69.6% 0.17
Coach|Fraq
0 0 0 0.00 0% 1.0 100.0% 0.25
Wolffe
23 15 6 1.53 65% 100.9 95.7% 0.74
1Sandman
18 17 6 1.06 44% 80.0 73.9% 0.5
consti
17 9 3 1.89 29% 72.9 82.6% 0.57
djay
14 15 6 0.93 64% 95.2 82.6% 0.52
kmrn
11 17 3 0.65 18% 54.4 73.9% 0.29
Coach|Aureo
0 0 0 0.00 0% 1.0 100.0% 0.25
de_ancient ancient 22 rounds
■ CT Win ■ T Win Click a round to see kill feed
Round 1
T $3900 | CT $3900
Round 2
T $1200 | CT $1200
Round 3
T $4500 | CT $4000
Round 4
T $16200 | CT $11750
Round 5
T $21750 | CT $4050
Round 6
T $20600 | CT $26700
Round 7
T $4400 | CT $28200
Round 8
T $22500 | CT $30550
Round 9
T $14450 | CT $30450
Round 10
T $23200 | CT $30450
Round 11
T $21800 | CT $30350
Round 12
T $11800 | CT $29850
Round 13
T $24800 | CT $29700
Round 14
T $22000 | CT $30750
Round 15
T $4800 | CT $4000
HT
Round 16
T $1700 | CT $21800
Round 17
T $22000 | CT $25250
Round 18
T $6350 | CT $29600
Round 19
T $23700 | CT $30400
Round 20
T $22900 | CT $24400
Round 21
T $25600 | CT $8800
Round 22
T $25800 | CT $23150
de_dust2 dust2 23 rounds
■ CT Win ■ T Win Click a round to see kill feed
Round 1
T $3900 | CT $3900
Round 2
T $1200 | CT $1200
Round 3
T $4200 | CT $4250
Round 4
T $20100 | CT $1200
Round 5
T $22400 | CT $24800
Round 6
T $25400 | CT $4900
Round 7
T $1750 | CT $30100
Round 8
T $19800 | CT $31450
Round 9
T $22900 | CT $27950
Round 10
T $24700 | CT $26800
Round 11
T $27450 | CT $6000
Round 12
T $28050 | CT $29300
Round 13
T $27250 | CT $25350
Round 14
T $27850 | CT $21550
Round 15
T $4300 | CT $4000
HT
Round 16
T $18100 | CT $10900
Round 17
T $21350 | CT $3400
Round 18
T $25500 | CT $27250
Round 19
T $25800 | CT $27950
Round 20
T $27050 | CT $25250
Round 21
T $26350 | CT $29100
Round 22
T $11700 | CT $30250
Round 23
T $14350 | CT $30150
LAG Eco Rating: 4.2
Eco rounds
0/4 W (0%)
Force buy
0/5 W (0%)
Full buy
34 rounds
Avg Equip
$17276
Util Dmg
645.00
15.0/rd
Opening K
14
33%/rd
Trade Kill Rate 39%
Headshot% 42%
2K
2
3K
1
4K
2
5K
17
Wanted Goons Eco Rating: 4.5
Eco rounds
0/3 W (0%)
Force buy
0/8 W (0%)
Full buy
33 rounds
Avg Equip
$19696
Util Dmg
1357.00
30.8/rd
Opening K
9
20%/rd
Trade Kill Rate 47%
Headshot% 45%
2K
0
3K
1
4K
2
5K
19
CQ Feature Intelligence 524 features
null: 58.4% ⬡ Gold
Form (30d / 90d)
WR 30d
63.2% vs —
WR 90d
57.1% vs 100.0%
Rating 30d
1.13 vs —
Map Intelligence
CT WR 90d
57.1% vs 55.6%
T WR 90d
57.3% vs 43.8%
Pool Depth
4.0 vs —
Team Dynamics
Days Rest
8.0d vs 30.0d
Roster Stab
— vs —
Synergy
0.7 vs —
Elo Win% 50.0%
LAG Eco Rating: 4.2
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
42%
Trade Rate
39%
Opening K/Rd
33%
Util Dmg/Rd
15.0
Multi-Kill Rounds
2K
2
3K
1
4K
2
5K
17
Multi-Kill Score: 78
Wanted Goons Eco Rating: 4.5
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
45%
Trade Rate
47%
Opening K/Rd
20%
Util Dmg/Rd
30.8
Multi-Kill Rounds
2K
0
3K
1
4K
2
5K
19
Multi-Kill Score: 84
Quantum Locked

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

Current: 58.4% null Target: <10%
More features will unlock as demo parsing progresses
LAG
5 – 1
Wanted Goons
Recent Meetings
Wanted Goons 0 – 2 LAG May 2026 LAG 3 – 0 Wanted Goons Mar 2026 LAG 2 – 0 Wanted Goons Mar 2026 LAG 0 – 1 Wanted Goons Oct 2025 Wanted Goons 0 – 3 LAG Sep 2025
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
de_ancient ancient 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 $3900 | CT $3900 CT WIN — T ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 — 1st half
T $1200 | CT $1200
T buy: eco CT buy: eco
Round 3 3 — 1st half
T $4500 | CT $4000 T WIN — CT ELIM
T buy: half_buy CT buy: force_buy
Round 4 4 — 1st half
T $16200 | CT $11750 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 — 1st half
T $21750 | CT $4050 DEFUSED
T buy: full_buy CT buy: force_buy Bomb planted
Round 6 6 — 1st half
T $20600 | CT $26700 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 — 1st half
T $4400 | CT $28200 CT WIN — T ELIM
T buy: force_buy CT buy: full_buy
Round 8 8 — 1st half
T $22500 | CT $30550 TIME EXPIRED
T buy: full_buy CT buy: full_buy
Round 9 9 — 1st half
T $14450 | CT $30450 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 — 1st half
T $23200 | CT $30450 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 — 1st half
T $21800 | CT $30350 CT WIN — T ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 — 1st half
T $11800 | CT $29850 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 — 1st half
T $24800 | CT $29700 CT WIN — T ELIM
T buy: full_buy CT buy: full_buy
Round 14 14 — 1st half
T $22000 | CT $30750 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 — 1st half
T $4800 | CT $4000 CT WIN — T ELIM
T buy: half_buy CT buy: force_buy
HT
Round 16 16 — 2nd half
T $1700 | CT $21800 CT WIN — T ELIM
T buy: eco CT buy: full_buy
Round 17 17 — 2nd half
T $22000 | CT $25250 CT WIN — T ELIM
T buy: full_buy CT buy: full_buy
Round 18 18 — 2nd half
T $6350 | CT $29600 CT WIN — T ELIM
T buy: full_buy CT buy: full_buy
Round 19 19 — 2nd half
T $23700 | CT $30400 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 — 2nd half
T $22900 | CT $24400 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 — 2nd half
T $25600 | CT $8800 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 — 2nd half
T $25800 | CT $23150 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy
de_dust2 dust2 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 $3900 | CT $3900 T WIN — CT ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 — 1st half
T $1200 | CT $1200
T buy: eco CT buy: eco
Round 3 3 — 1st half
T $4200 | CT $4250 T WIN — CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
Round 4 4 — 1st half
T $20100 | CT $1200 T WIN — CT ELIM
T buy: full_buy CT buy: eco Bomb planted
Round 5 5 — 1st half
T $22400 | CT $24800 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 — 1st half
T $25400 | CT $4900 CT WIN — T ELIM
T buy: full_buy CT buy: half_buy
Round 7 7 — 1st half
T $1750 | CT $30100 CT WIN — T ELIM
T buy: eco CT buy: full_buy
Round 8 8 — 1st half
T $19800 | CT $31450 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 — 1st half
T $22900 | CT $27950 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 — 1st half
T $24700 | CT $26800 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 — 1st half
T $27450 | CT $6000 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 — 1st half
T $28050 | CT $29300 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 — 1st half
T $27250 | CT $25350 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 — 1st half
T $27850 | CT $21550 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy
Round 15 15 — 1st half
T $4300 | CT $4000 T WIN — CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
HT
Round 16 16 — 2nd half
T $18100 | CT $10900 T WIN — CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 — 2nd half
T $21350 | CT $3400 T WIN — CT ELIM
T buy: full_buy CT buy: force_buy Bomb planted
Round 18 18 — 2nd half
T $25500 | CT $27250 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 — 2nd half
T $25800 | CT $27950 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 — 2nd half
T $27050 | CT $25250 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 — 2nd half
T $26350 | CT $29100 CT WIN — T ELIM
T buy: full_buy CT buy: full_buy
Round 22 22 — 2nd half
T $11700 | CT $30250 CT WIN — T ELIM
T buy: full_buy CT buy: full_buy
Round 23 23 — 2nd half
T $14350 | CT $30150 CT WIN — T ELIM
T buy: full_buy CT buy: full_buy