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Winline Pro League Season 3ยท T3 ONLINE BO3
FINAL 21 Sep 2025 21:43 UTC
SPARTA
SPARTA
RU
Elo 1616
0 โ€“ 2
Winner: Flame Sharks
Flame Sharks
Flame Sharks
RU
Elo 1517
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 69% CONF CORRECT
SPARTA 30.7% 69.3% Flame Sharks
Why this prediction?
โˆ’100.0 Elo advantage
+84.2 Elo implied probability
+75.5 Elo win probability
โˆ’46.2 Schedule difficulty edge
โˆ’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
4 โ€“ 13
Flame Sharks
train
9 โ€“ 13
5|4vs6|7
Flame Sharks
Match Highlights Demo parsed
Top Performers
Top Fragger
yakuza
48
kills
ADR 126.0
Top Assist
yakuza
14
assists
5 flash
Best ADR
yakuza
126.0
avg dmg/rd
48K 21D
Best KAST
heis999
100.0%
KAST
0K 0D
Most HS
yakuza
21
headshots
44% HS rate
Best K/D
yakuza
2.29
K/D ratio
48K 21D
de_ancient
ancient
4 โ€“ 13
Flame Sharks WON
Round Timeline
CT win T win
HT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
yakuza
25 9 8 2.78 32% 144.6 100.0% 0.99
7tetsu
20 9 8 2.22 30% 117.9 94.4% 0.81
Porya
16 6 4 2.67 50% 115.6 94.4% 0.78
xm1nd
13 4 6 3.25 31% 80.6 94.4% 0.66
Vopsick
8 11 6 0.73 38% 64.5 88.9% 0.39
heis999
0 0 0 0.00 0% 94.4 100.0% 0.39
CT SIDE
1NVISIBLE
9 16 2 0.56 56% 63.1 55.6% 0.28
yuramyata
8 16 3 0.50 75% 67.3 55.6% 0.29
k4nfuz-
7 17 2 0.41 57% 55.5 66.7% 0.23
SoLb
7 18 2 0.39 86% 54.6 44.4% 0.2
Djon8
6 14 4 0.43 100% 66.3 55.6% 0.31
Nevar
0 0 0 0.00 0% 94.4 100.0% 0.39
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
yakuza
10 2 3 50% 167.5 100.0% 1.23
7tetsu
9 1 2 11% 132.8 100.0% 1.09
Porya
4 2 2 50% 106.5 100.0% 0.68
xm1nd
6 1 1 67% 100.8 100.0% 0.9
Vopsick
0 3 2 0% 15.0 100.0% 0.12
heis999
0 0 0 0% 83.3 100.0% 0.37
1ST HALF โ€” CT SIDE
1NVISIBLE
1 6 0 0% 38.0 33.3% -0.08
yuramyata
3 6 0 67% 77.8 33.3% 0.23
k4nfuz-
2 6 1 0% 44.8 66.7% 0.08
SoLb
3 6 1 100% 59.2 33.3% 0.25
Djon8
0 5 2 0% 56.0 50.0% -0.04
Nevar
0 0 0 0% 83.3 100.0% 0.37
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
yakuza
15 7 5 20% 133.1 100.0% 0.87
7tetsu
11 8 6 45% 110.5 91.7% 0.67
Porya
12 4 2 50% 120.2 91.7% 0.83
xm1nd
7 3 5 0% 70.5 91.7% 0.52
Vopsick
8 8 4 38% 89.2 83.3% 0.5
heis999
0 0 0 0% 100.0 100.0% 0.4
2ND HALF โ€” T SIDE
1NVISIBLE
8 10 2 62% 75.7 66.7% 0.42
yuramyata
5 10 3 80% 62.1 66.7% 0.32
k4nfuz-
5 11 1 80% 60.8 66.7% 0.29
SoLb
4 12 1 75% 52.2 50.0% 0.17
Djon8
6 9 2 100% 71.5 58.3% 0.4
Nevar
0 0 0 0% 100.0 100.0% 0.4
Highlights available for subscribers Sign in
de_train
train
9 โ€“ 13
Flame Sharks WON
Round Timeline
CT win T win
HT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
yakuza
23 12 6 1.92 57% 111.6 73.9% 0.73
Porya
20 16 9 1.25 60% 104.0 87.0% 0.65
7tetsu
15 16 5 0.94 53% 85.0 69.6% 0.47
Vopsick
13 19 5 0.68 46% 63.7 78.3% 0.37
xm1nd
12 12 4 1.00 50% 56.7 78.3% 0.43
heis999
0 0 0 0.00 0% 95.7 100.0% 0.39
CT SIDE
Djon8
23 18 4 1.28 61% 108.0 73.9% 0.65
yuramyata
18 15 5 1.20 28% 93.2 73.9% 0.52
1NVISIBLE
13 20 6 0.65 31% 74.6 78.3% 0.35
SoLb
12 15 4 0.80 42% 76.4 60.9% 0.37
k4nfuz-
10 16 9 0.62 40% 67.9 73.9% 0.33
Nevar
0 0 0 0.00 0% 95.7 100.0% 0.39
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
yakuza
9 8 4 67% 86.6 76.9% 0.55
Porya
10 11 6 60% 94.3 84.6% 0.54
7tetsu
12 8 2 58% 94.6 76.9% 0.65
Vopsick
4 11 2 25% 47.5 61.5% 0.15
xm1nd
7 7 2 57% 59.2 69.2% 0.43
heis999
0 0 0 0% 92.3 100.0% 0.39
1ST HALF โ€” CT SIDE
Djon8
14 10 4 43% 107.3 76.9% 0.67
yuramyata
11 7 4 9% 99.5 84.6% 0.59
1NVISIBLE
10 10 4 40% 95.4 100.0% 0.57
SoLb
6 9 3 67% 77.2 61.5% 0.37
k4nfuz-
5 7 5 40% 60.2 69.2% 0.33
Nevar
0 0 0 0% 92.3 100.0% 0.39
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
yakuza
14 4 2 50% 144.0 70.0% 0.98
Porya
10 5 3 60% 116.5 90.0% 0.79
7tetsu
3 8 3 33% 72.5 60.0% 0.2
Vopsick
9 8 3 56% 84.6 100.0% 0.63
xm1nd
5 5 2 40% 53.6 90.0% 0.44
heis999
0 0 0 0% 100.0 100.0% 0.4
2ND HALF โ€” T SIDE
Djon8
9 8 0 89% 109.0 70.0% 0.64
yuramyata
7 8 1 57% 84.9 60.0% 0.44
1NVISIBLE
3 10 2 0% 47.6 50.0% 0.03
SoLb
6 6 1 17% 75.4 60.0% 0.38
k4nfuz-
5 9 4 40% 77.9 80.0% 0.33
Nevar
0 0 0 0% 100.0 100.0% 0.4
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
yakuza t2
48 21 14 2.29 44% 126.0 85.4% 41
Porya t2
36 22 13 1.64 56% 109.1 90.2% 41
7tetsu t2
35 25 13 1.40 40% 99.5 80.5% 41
Djon8 t1
29 32 8 0.91 69% 89.7 65.9% 41
yuramyata t1
26 31 8 0.84 42% 81.8 65.9% 41
xm1nd t2
25 16 10 1.56 40% 67.2 85.4% 41
1NVISIBLE t1
22 36 8 0.61 41% 69.6 68.3% 41
Vopsick t2
21 30 11 0.70 43% 64.0 82.9% 41
SoLb t1
19 33 6 0.58 58% 66.8 53.7% 41
k4nfuz- t1
17 33 11 0.52 47% 62.5 70.7% 41
heis999 t2
0 0 0 0.00 0% 95.1 100.0% 41
Nevar t1
0 0 0 0.00 0% 95.1 100.0% 41
Player Awards
🔫
Top Fragger
yakuza
48 kills
🎯
Headshot Machine
yakuza
44% HS
48K
Per-Map Player Stats per map ยท sorted by kills
de_ancient ancient 12 players
Player K D A K/D HS% ADR KAST% Impact
yakuza
25 9 8 2.78 32% 144.6 100.0% 0.99
7tetsu
20 9 8 2.22 30% 117.9 94.4% 0.81
Porya
16 6 4 2.67 50% 115.6 94.4% 0.78
xm1nd
13 4 6 3.25 31% 80.6 94.4% 0.66
Vopsick
8 11 6 0.73 38% 64.5 88.9% 0.39
heis999
0 0 0 0.00 0% 94.4 100.0% 0.39
1NVISIBLE
9 16 2 0.56 56% 63.1 55.6% 0.28
yuramyata
8 16 3 0.50 75% 67.3 55.6% 0.29
k4nfuz-
7 17 2 0.41 57% 55.5 66.7% 0.23
SoLb
7 18 2 0.39 86% 54.6 44.4% 0.2
Djon8
6 14 4 0.43 100% 66.3 55.6% 0.31
Nevar
0 0 0 0.00 0% 94.4 100.0% 0.39
de_train train 12 players
Player K D A K/D HS% ADR KAST% Impact
yakuza
23 12 6 1.92 57% 111.6 73.9% 0.73
Porya
20 16 9 1.25 60% 104.0 87.0% 0.65
7tetsu
15 16 5 0.94 53% 85.0 69.6% 0.47
Vopsick
13 19 5 0.68 46% 63.7 78.3% 0.37
xm1nd
12 12 4 1.00 50% 56.7 78.3% 0.43
heis999
0 0 0 0.00 0% 95.7 100.0% 0.39
Djon8
23 18 4 1.28 61% 108.0 73.9% 0.65
yuramyata
18 15 5 1.20 28% 93.2 73.9% 0.52
1NVISIBLE
13 20 6 0.65 31% 74.6 78.3% 0.35
SoLb
12 15 4 0.80 42% 76.4 60.9% 0.37
k4nfuz-
10 16 9 0.62 40% 67.9 73.9% 0.33
Nevar
0 0 0 0.00 0% 95.7 100.0% 0.39
de_ancient ancient 18 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3900 | CT $3900
Round 2
T $4550 | CT $4200
Round 3
T $10150 | CT $18000
Round 4
T $3350 | CT $24800
Round 5
T $24800 | CT $26550
Round 6
T $25200 | CT $27250
Round 7
T $22100 | CT $28650
Round 8
T $20800 | CT $27900
Round 9
T $1500 | CT $29800
Round 10
T $22100 | CT $30000
Round 11
T $23900 | CT $28800
Round 12
T $27950 | CT $17850
Round 13
T $11050 | CT $29150
Round 14
T $4350 | CT $4200
Round 15
T $19250 | CT $1300
HT
Round 16
T $20750 | CT $23900
Round 17
T $24800 | CT $20650
Round 18
T $26000 | CT $18450
de_train train 23 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3900 | CT $3900
Round 2
T $4550 | CT $4100
Round 3
T $19950 | CT $13100
Round 4
T $20800 | CT $5500
Round 5
T $23350 | CT $26950
Round 6
T $25100 | CT $8450
Round 7
T $25800 | CT $28300
Round 8
T $27750 | CT $9350
Round 9
T $27350 | CT $29400
Round 10
T $25100 | CT $29950
Round 11
T $25300 | CT $29150
Round 12
T $22500 | CT $29550
Round 13
T $10700 | CT $31850
Round 14
T $4450 | CT $4250
Round 15
T $1500 | CT $21400
HT
Round 16
T $22500 | CT $25200
Round 17
T $9450 | CT $27650
Round 18
T $24200 | CT $29650
Round 19
T $24450 | CT $28650
Round 20
T $20000 | CT $29500
Round 21
T $23650 | CT $23750
Round 22
T $26250 | CT $1300
Round 23
T $26450 | CT $11750
SPARTA Eco Rating: 8.9
Eco rounds
3/9 W (33%)
Force buy
0/4 W (0%)
Full buy
3 rounds
Avg Equip
$18087
Util Dmg
4.00
0.2/rd
Opening K
10
62%/rd
Trade Kill Rate 45%
Headshot% 56%
2K
0
3K
3
4K
2
5K
17
Flame Sharks Eco Rating: 12.4
Eco rounds
3/9 W (33%)
Force buy
2/4 W (50%)
Full buy
17 rounds
Avg Equip
$19951
Util Dmg
3.00
0.1/rd
Opening K
13
43%/rd
Trade Kill Rate 34%
Headshot% 41%
2K
0
3K
2
4K
2
5K
18
CQ Feature Intelligence 534 features
null: 39.9% โฌก Gold
Form (30d / 90d)
WR 30d
73.3% vs 40.0%
WR 90d
62.5% vs 40.0%
Rating 30d
1.02 vs 1.09
Form Slope
โ†“-0.050 vs โ†“-0.200
Map Intelligence
CT WR 90d
50.2% vs 55.2%
T WR 90d
42.0% vs 41.9%
Pool Depth
2.0 vs โ€”
Team Dynamics
Days Rest
1.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
1.12 vs 0.55
Elo ฮ” -186
Elo Win% 25.5%
SPARTA Eco Rating: 8.9
Economy Mastery
Eco Win%
33%
Force Win%
0%
Kill Quality
Headshot%
56%
Trade Rate
45%
Opening K/Rd
62%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
0
3K
3
4K
2
5K
17
Multi-Kill Score: 80
Flame Sharks Eco Rating: 12.4
Economy Mastery
Eco Win%
33%
Force Win%
50%
Kill Quality
Headshot%
41%
Trade Rate
34%
Opening K/Rd
43%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
0
3K
2
4K
2
5K
18
Multi-Kill Score: 82
Quantum Locked

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

Current: 39.9% null Target: <10%
More features will unlock as demo parsing progresses
Player Performance
DEMO PARSED sorted by Impact
Impact = KPRร—0.45 โˆ’ DPRร—0.30 + KASTร—0.25 + HS%ร—0.15 + ADR/100ร—0.15  |  KAST = Kill/Assist/Survived/Traded per round  |  Source: awpy + demoparser2
de_ancient ancient 18 rounds
โ–  CT Win โ–  T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 โ€” 1st half
T $3900 | CT $3900
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4550 | CT $4200
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $10150 | CT $18000
T buy: force_buy CT buy: half_buy
Round 4 4 โ€” 1st half
T $3350 | CT $24800
T buy: eco CT buy: half_buy
Round 5 5 โ€” 1st half
T $24800 | CT $26550
T buy: half_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $25200 | CT $27250
T buy: half_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $22100 | CT $28650
T buy: half_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $20800 | CT $27900
T buy: half_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $1500 | CT $29800
T buy: eco CT buy: full_buy
Round 10 10 โ€” 1st half
T $22100 | CT $30000
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $23900 | CT $28800
T buy: half_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27950 | CT $17850
T buy: full_buy CT buy: half_buy
Round 13 13 โ€” 1st half
T $11050 | CT $29150
T buy: force_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4350 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $19250 | CT $1300
T buy: half_buy CT buy: eco Bomb planted
HT
Round 16 16 โ€” 2nd half
T $20750 | CT $23900
T buy: half_buy CT buy: half_buy Bomb planted
Round 17 17 โ€” 2nd half
T $24800 | CT $20650
T buy: half_buy CT buy: half_buy Bomb planted
Round 18 18 โ€” 2nd half
T $26000 | CT $18450
T buy: half_buy CT buy: half_buy Bomb planted
de_train train 23 rounds
โ–  CT Win โ–  T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 โ€” 1st half
T $3900 | CT $3900
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4550 | CT $4100
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19950 | CT $13100
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $20800 | CT $5500
T buy: half_buy CT buy: eco Bomb planted
Round 5 5 โ€” 1st half
T $23350 | CT $26950
T buy: half_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $25100 | CT $8450
T buy: half_buy CT buy: force_buy
Round 7 7 โ€” 1st half
T $25800 | CT $28300
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $27750 | CT $9350
T buy: full_buy CT buy: force_buy
Round 9 9 โ€” 1st half
T $27350 | CT $29400
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $25100 | CT $29950
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25300 | CT $29150
T buy: half_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $22500 | CT $29550
T buy: half_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $10700 | CT $31850
T buy: force_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4450 | CT $4250
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1500 | CT $21400
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $22500 | CT $25200
T buy: half_buy CT buy: half_buy
Round 17 17 โ€” 2nd half
T $9450 | CT $27650
T buy: force_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $24200 | CT $29650
T buy: half_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $24450 | CT $28650
T buy: half_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $20000 | CT $29500
T buy: half_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $23650 | CT $23750
T buy: half_buy CT buy: half_buy Bomb planted
Round 22 22 โ€” 2nd half
T $26250 | CT $1300
T buy: half_buy CT buy: eco
Round 23 23 โ€” 2nd half
T $26450 | CT $11750
T buy: half_buy CT buy: force_buy Bomb planted