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DFRAG Open Series 1ยท T3 ONLINE BO3
FINAL 28 Sep 2025 09:30 UTC
UN
Underground
Elo 1497
0 โ€“ 2
Winner: BBBMBCBS
BB
BBBMBCBS
Elo 1485
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 62% CONF WRONG
Underground 62.1% 37.9% BBBMBCBS
Why this prediction?
+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)
nuke
7 โ€“ 13
3|4vs4|9
BBBMBCBS
ancient
3 โ€“ 13
BBBMBCBS
Match Highlights Demo parsed
Top Performers
Top Fragger
biebs
37
kills
ADR 116.5
Top Assist
FitzyMF
15
assists
1 flash
Best ADR
biebs
116.5
avg dmg/rd
37K 27D
Best KAST
biebs
89.5%
KAST
37K 27D
Most HS
biebs
19
headshots
51% HS rate
Best K/D
hazgod
1.79
K/D ratio
34K 19D
de_nuke
nuke
7 โ€“ 13
BBBMBCBS 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
hazgod
22 14 4 1.57 50% 105.2 81.0% 0.71
FitzyMF
18 14 7 1.29 56% 102.5 81.0% 0.63
biebs
17 14 5 1.21 47% 104.4 90.5% 0.62
MuffiNio
13 14 6 0.93 62% 72.6 76.2% 0.47
vxepa
9 12 5 0.75 22% 52.0 85.7% 0.35
CT SIDE
N1ghtraid
23 14 2 1.64 35% 106.0 66.7% 0.67
myst99
15 17 5 0.88 73% 98.9 76.2% 0.53
AUmechanical
13 17 2 0.76 54% 74.5 81.0% 0.43
beau
8 14 3 0.57 62% 49.5 66.7% 0.31
0rangeZ
6 15 4 0.40 50% 48.9 66.7% 0.23
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
hazgod
13 9 2 46% 95.5 84.6% 0.67
FitzyMF
9 10 4 44% 86.4 76.9% 0.47
biebs
12 9 4 33% 118.8 92.3% 0.67
MuffiNio
9 6 4 56% 77.8 92.3% 0.6
vxepa
6 8 4 17% 63.5 84.6% 0.36
1ST HALF โ€” CT SIDE
N1ghtraid
11 8 1 27% 82.0 61.5% 0.51
myst99
10 9 1 70% 110.9 76.9% 0.6
AUmechanical
9 10 1 44% 75.2 76.9% 0.45
beau
5 9 0 60% 35.7 61.5% 0.26
0rangeZ
4 11 2 25% 54.8 61.5% 0.16
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
hazgod
9 5 2 56% 121.0 75.0% 0.77
FitzyMF
9 4 3 67% 128.8 87.5% 0.87
biebs
5 5 1 80% 81.0 87.5% 0.55
MuffiNio
4 8 2 75% 64.1 50.0% 0.26
vxepa
3 4 1 33% 33.1 87.5% 0.34
2ND HALF โ€” T SIDE
N1ghtraid
12 6 1 42% 145.1 75.0% 0.92
myst99
5 8 4 80% 79.2 75.0% 0.41
AUmechanical
4 7 1 75% 73.5 87.5% 0.4
beau
3 5 3 67% 72.0 75.0% 0.38
0rangeZ
2 4 2 100% 39.2 75.0% 0.36
Highlights available for subscribers Sign in
de_ancient
ancient
3 โ€“ 13
BBBMBCBS 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
vxepa
21 7 7 3.00 29% 145.1 88.2% 0.91
biebs
20 13 6 1.54 55% 131.4 88.2% 0.8
hazgod
12 5 5 2.40 58% 77.1 88.2% 0.65
MuffiNio
11 9 4 1.22 45% 81.9 88.2% 0.54
FitzyMF
9 10 8 0.90 56% 86.7 82.4% 0.48
CT SIDE
beau
12 14 2 0.86 50% 76.9 64.7% 0.42
myst99
11 15 3 0.73 36% 78.5 58.8% 0.35
jayketh
11 16 3 0.69 73% 77.4 70.6% 0.41
N1ghtraid
7 15 5 0.47 43% 59.4 52.9% 0.21
AUmechanical
4 15 4 0.27 50% 48.9 52.9% 0.12
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
vxepa
5 2 0 40% 99.4 80.0% 0.74
biebs
9 3 1 56% 195.6 100.0% 1.26
hazgod
1 0 3 0% 34.4 100.0% 0.39
MuffiNio
7 2 0 57% 148.8 100.0% 1.07
FitzyMF
2 2 2 100% 72.8 100.0% 0.57
1ST HALF โ€” CT SIDE
beau
5 5 1 60% 93.8 80.0% 0.58
myst99
5 5 1 0% 121.2 60.0% 0.48
jayketh
0 5 1 0% 19.6 60.0% -0.12
N1ghtraid
0 5 2 0% 40.8 40.0% -0.14
AUmechanical
0 5 1 0% 53.8 20.0% -0.17
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
vxepa
16 5 7 25% 164.1 91.7% 0.99
biebs
11 10 5 55% 104.7 83.3% 0.61
hazgod
11 5 2 64% 94.8 83.3% 0.73
MuffiNio
4 7 4 25% 54.0 83.3% 0.3
FitzyMF
7 8 6 43% 92.5 75.0% 0.45
2ND HALF โ€” T SIDE
beau
7 9 1 43% 69.9 58.3% 0.35
myst99
6 10 2 67% 60.7 58.3% 0.31
jayketh
11 11 2 73% 101.5 75.0% 0.59
N1ghtraid
7 10 3 43% 67.1 58.3% 0.32
AUmechanical
4 10 3 50% 46.8 66.7% 0.21
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
biebs t2
37 27 11 1.37 51% 116.5 89.5% 38
hazgod t2
34 19 9 1.79 53% 92.6 84.2% 38
vxepa t2
30 19 12 1.58 27% 93.6 86.8% 38
N1ghtraid t1
30 29 7 1.03 37% 85.2 60.5% 38
FitzyMF t2
27 24 15 1.12 56% 95.4 81.6% 38
myst99 t1
26 32 8 0.81 58% 89.7 68.4% 38
MuffiNio t2
24 23 10 1.04 54% 76.8 81.6% 38
beau t1
20 28 5 0.71 55% 61.8 65.8% 38
AUmechanical t1
17 32 6 0.53 53% 63.1 68.4% 38
jayketh t2
11 16 3 0.69 73% 77.4 70.6% 17
0rangeZ t1
6 15 4 0.40 50% 48.9 66.7% 21
Player Awards
🔫
Top Fragger
biebs
37 kills
🎯
Headshot Machine
biebs
51% HS
37K
Per-Map Player Stats per map ยท sorted by kills
de_nuke nuke 10 players
Player K D A K/D HS% ADR KAST% Impact
hazgod
22 14 4 1.57 50% 105.2 81.0% 0.71
FitzyMF
18 14 7 1.29 56% 102.5 81.0% 0.63
biebs
17 14 5 1.21 47% 104.4 90.5% 0.62
MuffiNio
13 14 6 0.93 62% 72.6 76.2% 0.47
vxepa
9 12 5 0.75 22% 52.0 85.7% 0.35
N1ghtraid
23 14 2 1.64 35% 106.0 66.7% 0.67
myst99
15 17 5 0.88 73% 98.9 76.2% 0.53
AUmechanical
13 17 2 0.76 54% 74.5 81.0% 0.43
beau
8 14 3 0.57 62% 49.5 66.7% 0.31
0rangeZ
6 15 4 0.40 50% 48.9 66.7% 0.23
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
vxepa
21 7 7 3.00 29% 145.1 88.2% 0.91
biebs
20 13 6 1.54 55% 131.4 88.2% 0.8
hazgod
12 5 5 2.40 58% 77.1 88.2% 0.65
MuffiNio
11 9 4 1.22 45% 81.9 88.2% 0.54
FitzyMF
9 10 8 0.90 56% 86.7 82.4% 0.48
beau
12 14 2 0.86 50% 76.9 64.7% 0.42
myst99
11 15 3 0.73 36% 78.5 58.8% 0.35
jayketh
11 16 3 0.69 73% 77.4 70.6% 0.41
N1ghtraid
7 15 5 0.47 43% 59.4 52.9% 0.21
AUmechanical
4 15 4 0.27 50% 48.9 52.9% 0.12
de_ancient ancient 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4750 | CT $4200
Round 3
T $15100 | CT $21750
Round 4
T $24400 | CT $9700
Round 5
T $25700 | CT $5250
Round 6
T $25400 | CT $21850
Round 7
T $23850 | CT $24300
Round 8
T $9300 | CT $26550
Round 9
T $22700 | CT $26000
Round 10
T $6750 | CT $28350
Round 11
T $27150 | CT $31050
Round 12
T $20150 | CT $30350
Round 13
T $18000 | CT $31450
Round 14
T $4300 | CT $4050
Round 15
T $21600 | CT $1400
HT
Round 16
T $23900 | CT $22000
Round 17
T $25500 | CT $17150
de_nuke nuke 21 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4000 | CT $3950
Round 3
T $1500 | CT $22150
Round 4
T $23200 | CT $25700
Round 5
T $25500 | CT $2650
Round 6
T $25400 | CT $27900
Round 7
T $25500 | CT $2250
Round 8
T $23750 | CT $27500
Round 9
T $25500 | CT $23950
Round 10
T $25500 | CT $8300
Round 11
T $24750 | CT $29350
Round 12
T $26400 | CT $30150
Round 13
T $25900 | CT $27200
Round 14
T $4400 | CT $4200
Round 15
T $18300 | CT $1800
HT
Round 16
T $21450 | CT $23650
Round 17
T $25500 | CT $18050
Round 18
T $27550 | CT $24100
Round 19
T $24100 | CT $28200
Round 20
T $1600 | CT $27100
Round 21
T $23300 | CT $30450
BBBMBCBS Eco Rating: 8.6
Eco rounds
2/6 W (33%)
Force buy
0/1 W (0%)
Full buy
12 rounds
Avg Equip
$18660
Util Dmg
1.00
0.1/rd
Opening K
9
47%/rd
Trade Kill Rate 30%
Headshot% 53%
2K
5
3K
4
4K
1
5K
8
Underground Eco Rating: 6.8
Eco rounds
1/5 W (20%)
Full buy
14 rounds
Avg Equip
$19350
Util Dmg
2.00
0.1/rd
Opening K
13
68%/rd
Trade Kill Rate 39%
Headshot% 48%
2K
5
3K
1
4K
5
5K
8
CQ Feature Intelligence 534 features
null: 59.9% โฌก Gold
Form (30d / 90d)
WR 30d
85.7% vs โ€”
WR 90d
63.6% vs โ€”
Rating 30d
0.95 vs โ€”
Form Slope
โ†“-0.110 vs โ€”
Map Intelligence
CT WR 90d
44.0% vs โ€”
T WR 90d
48.9% vs โ€”
Pool Depth
1.0 vs โ€”
Team Dynamics
Days Rest
16.0d vs 30.0d
Roster Stab
โ€” vs โ€”
Synergy
1.71 vs โ€”
Elo ฮ” +48
Elo Win% 56.9%
BBBMBCBS Eco Rating: 8.6
Economy Mastery
Eco Win%
33%
Force Win%
0%
Kill Quality
Headshot%
53%
Trade Rate
30%
Opening K/Rd
47%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
5
3K
4
4K
1
5K
8
Multi-Kill Score: 48
Underground Eco Rating: 6.8
Economy Mastery
Eco Win%
20%
Force Win%
0%
Kill Quality
Headshot%
48%
Trade Rate
39%
Opening K/Rd
68%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
5
3K
1
4K
5
5K
8
Multi-Kill Score: 54
Quantum Locked

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

Current: 59.9% 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 17 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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4750 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $15100 | CT $21750
T buy: half_buy CT buy: half_buy Bomb planted
Round 4 4 โ€” 1st half
T $24400 | CT $9700
T buy: full_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $25700 | CT $5250
T buy: full_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $25400 | CT $21850
T buy: full_buy CT buy: half_buy
Round 7 7 โ€” 1st half
T $23850 | CT $24300
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $9300 | CT $26550
T buy: force_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $22700 | CT $26000
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $6750 | CT $28350
T buy: force_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $27150 | CT $31050
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $20150 | CT $30350
T buy: half_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $18000 | CT $31450
T buy: half_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4300 | CT $4050
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $21600 | CT $1400
T buy: half_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $23900 | CT $22000
T buy: full_buy CT buy: half_buy Bomb planted
Round 17 17 โ€” 2nd half
T $25500 | CT $17150
T buy: full_buy CT buy: half_buy Bomb planted
de_nuke nuke 21 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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4000 | CT $3950
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $1500 | CT $22150
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $23200 | CT $25700
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $25500 | CT $2650
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $25400 | CT $27900
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $25500 | CT $2250
T buy: full_buy CT buy: eco
Round 8 8 โ€” 1st half
T $23750 | CT $27500
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $25500 | CT $23950
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $25500 | CT $8300
T buy: full_buy CT buy: force_buy
Round 11 11 โ€” 1st half
T $24750 | CT $29350
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $26400 | CT $30150
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $25900 | CT $27200
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4400 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $18300 | CT $1800
T buy: half_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $21450 | CT $23650
T buy: half_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $25500 | CT $18050
T buy: full_buy CT buy: half_buy Bomb planted
Round 18 18 โ€” 2nd half
T $27550 | CT $24100
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $24100 | CT $28200
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $1600 | CT $27100
T buy: eco CT buy: full_buy
Round 21 21 โ€” 2nd half
T $23300 | CT $30450
T buy: full_buy CT buy: full_buy