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DFRAG Open Series 1ยท T3 ONLINE BO3
FINAL 28 Sep 2025 09:30 UTC
Vantage
Vantage
Elo 1484
2 โ€“ 0
Winner: Vantage
UN
Underground
Elo 1497
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 54% CONF WRONG
Vantage 46.0% 54.0% Underground
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)
mirage
13 โ€“ 8
7|6vs6|2
Vantage
nuke
13 โ€“ 9
9|4vs6|3
Vantage
Match Highlights Demo parsed
Top Performers
Top Fragger
kiyo
42
kills
ADR 107.0
Top Assist
Neo-
15
assists
2 flash
Best ADR
kiyo
107.0
avg dmg/rd
42K 30D
Best KAST
Coach|0rangeZ
100.0%
KAST
0K 0D
Most HS
tidy
20
headshots
65% HS rate
Best K/D
Oath-
1.41
K/D ratio
38K 27D
de_mirage
mirage
13 โ€“ 8
Vantage 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
Oath-
 20 13 2 1.54 40% 86.5 77.3% 0.61
tidy
 17 14 6 1.21 59% 90.6 90.9% 0.61
kiyo
 16 15 5 1.07 12% 91.9 90.9% 0.51
Arct2C
 15 11 5 1.36 40% 81.2 81.8% 0.54
Neo-
 13 16 8 0.81 54% 68.3 81.8% 0.44
CT SIDE
N1ghtraid
 15 16 2 0.94 13% 82.0 72.7% 0.41
myst99
 14 17 5 0.82 50% 74.2 72.7% 0.42
Royalty-sx
 14 15 3 0.93 64% 75.0 86.4% 0.51
AUmechanical
 12 16 7 0.75 58% 76.3 77.3% 0.42
beau
 10 13 4 0.77 40% 56.3 77.3% 0.36
Coach|0rangeZ
 0 0 0 0.00 0% 95.5 100.0% 0.39
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Oath-
 9 10 1 56% 73.5 76.9% 0.47
tidy
 9 9 4 67% 82.9 84.6% 0.54
kiyo
 7 11 2 14% 73.2 84.6% 0.33
Arct2C
 14 8 3 43% 118.4 84.6% 0.75
Neo-
 4 11 6 50% 46.6 69.2% 0.2
1ST HALF โ€” CT SIDE
N1ghtraid
 9 9 2 22% 80.9 76.9% 0.45
myst99
 11 9 5 45% 97.5 84.6% 0.6
Royalty-sx
 11 7 0 55% 84.9 100.0% 0.68
AUmechanical
 8 8 6 50% 97.9 84.6% 0.53
beau
 6 6 3 33% 61.9 84.6% 0.42
Coach|0rangeZ
 0 0 0 0% 92.3 100.0% 0.39
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Oath-
 11 3 1 27% 105.3 77.8% 0.84
tidy
 8 5 2 50% 101.7 100.0% 0.71
kiyo
 9 4 3 11% 119.0 100.0% 0.76
Arct2C
 1 3 2 0% 27.6 77.8% 0.19
Neo-
 9 5 2 56% 99.7 100.0% 0.77
2ND HALF โ€” T SIDE
N1ghtraid
 6 7 0 0% 83.7 66.7% 0.36
myst99
 3 8 0 67% 40.6 55.6% 0.18
Royalty-sx
 3 8 3 100% 60.6 66.7% 0.29
AUmechanical
 4 8 1 75% 45.0 66.7% 0.28
beau
 4 7 1 50% 48.2 66.7% 0.28
Coach|0rangeZ
 0 0 0 0% 100.0 100.0% 0.4
Highlights available for subscribers Sign in
de_nuke
nuke
13 โ€“ 9
Vantage 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
kiyo
 26 15 5 1.73 50% 121.4 82.6% 0.78
Oath-
 18 14 7 1.29 28% 93.4 91.3% 0.58
Arct2C
 15 14 4 1.07 53% 70.5 78.3% 0.49
Neo-
 14 14 7 1.00 64% 76.3 87.0% 0.52
tidy
 14 12 2 1.17 71% 86.6 69.6% 0.53
CT SIDE
Royalty-sx
 20 21 4 0.95 45% 99.6 82.6% 0.54
beau
 18 16 1 1.12 33% 64.4 69.6% 0.46
AUmechanical
 15 16 2 0.94 67% 65.5 60.9% 0.44
myst99
 12 20 7 0.60 75% 88.8 73.9% 0.4
N1ghtraid
 7 18 3 0.39 14% 48.8 60.9% 0.15
Coach|0rangeZ
 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
kiyo
 11 7 2 64% 96.8 81.8% 0.7
Oath-
 10 7 0 50% 88.8 90.9% 0.65
Arct2C
 5 7 1 80% 55.7 63.6% 0.38
Neo-
 4 8 3 100% 53.2 90.9% 0.4
tidy
 5 8 2 60% 68.4 72.7% 0.36
1ST HALF โ€” CT SIDE
Royalty-sx
 14 8 4 36% 148.2 90.9% 0.86
beau
 11 6 0 9% 70.1 81.8% 0.61
AUmechanical
 9 7 2 67% 80.6 72.7% 0.58
myst99
 3 9 6 33% 68.5 81.8% 0.23
N1ghtraid
 3 8 3 0% 60.5 63.6% 0.15
Coach|0rangeZ
 0 0 0 0% 90.9 100.0% 0.39
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
kiyo
 15 8 3 40% 144.0 83.3% 0.85
Oath-
 8 7 7 0% 97.7 91.7% 0.5
Arct2C
 10 7 3 40% 84.1 91.7% 0.62
Neo-
 10 6 4 50% 97.4 83.3% 0.65
tidy
 9 4 0 78% 103.3 66.7% 0.68
2ND HALF โ€” T SIDE
Royalty-sx
 6 13 0 67% 55.0 75.0% 0.27
beau
 7 10 1 71% 59.2 58.3% 0.35
AUmechanical
 6 9 0 67% 51.7 50.0% 0.3
myst99
 9 11 1 89% 107.4 66.7% 0.52
N1ghtraid
 4 10 0 25% 38.1 58.3% 0.14
Coach|0rangeZ
 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
⭐ kiyo t1
42 30 10 1.40 36% 107.0 86.7% 45
Oath- t1
38 27 9 1.41 34% 90.0 84.4% 45
Royalty-sx t2
34 36 7 0.94 53% 87.5 84.4% 45
tidy t1
31 26 8 1.19 65% 88.6 80.0% 45
Arct2C t1
30 25 9 1.20 47% 75.8 80.0% 45
beau t2
28 29 5 0.97 36% 60.4 73.3% 45
Neo- t1
27 30 15 0.90 59% 72.4 84.4% 45
AUmechanical t2
27 32 9 0.84 63% 70.8 68.9% 45
myst99 t2
26 37 12 0.70 62% 81.7 73.3% 45
N1ghtraid t2
22 34 5 0.65 14% 65.1 66.7% 45
Coach|0rangeZ t2
0 0 0 0.00 0% 95.6 100.0% 45
Player Awards
🔫
Top Fragger
kiyo
42 kills
🎯
Headshot Machine
kiyo
36% HS
42K
Per-Map Player Stats per map ยท sorted by kills
de_mirage mirage 11 players
Player K D A K/D HS% ADR KAST% Impact
⭐
Oath-
20 13 2 1.54 40% 86.5 77.3% 0.61
tidy
17 14 6 1.21 59% 90.6 90.9% 0.61
kiyo
16 15 5 1.07 12% 91.9 90.9% 0.51
Arct2C
15 11 5 1.36 40% 81.2 81.8% 0.54
Neo-
13 16 8 0.81 54% 68.3 81.8% 0.44
N1ghtraid
15 16 2 0.94 13% 82.0 72.7% 0.41
myst99
14 17 5 0.82 50% 74.2 72.7% 0.42
Royalty-sx
14 15 3 0.93 64% 75.0 86.4% 0.51
AUmechanical
12 16 7 0.75 58% 76.3 77.3% 0.42
beau
10 13 4 0.77 40% 56.3 77.3% 0.36
Coach|0rangeZ
0 0 0 0.00 0% 95.5 100.0% 0.39
de_nuke nuke 11 players
Player K D A K/D HS% ADR KAST% Impact
⭐
kiyo
26 15 5 1.73 50% 121.4 82.6% 0.78
Oath-
18 14 7 1.29 28% 93.4 91.3% 0.58
Arct2C
15 14 4 1.07 53% 70.5 78.3% 0.49
Neo-
14 14 7 1.00 64% 76.3 87.0% 0.52
tidy
14 12 2 1.17 71% 86.6 69.6% 0.53
Royalty-sx
20 21 4 0.95 45% 99.6 82.6% 0.54
beau
18 16 1 1.12 33% 64.4 69.6% 0.46
AUmechanical
15 16 2 0.94 67% 65.5 60.9% 0.44
myst99
12 20 7 0.60 75% 88.8 73.9% 0.4
N1ghtraid
7 18 3 0.39 14% 48.8 60.9% 0.15
Coach|0rangeZ
0 0 0 0.00 0% 95.7 100.0% 0.39
de_mirage mirage 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3900
Round 2
T $3800 | CT $4300
Round 3
T $17900 | CT $1000
Round 4
T $21650 | CT $26050
Round 5
T $25600 | CT $5250
Round 6
T $28050 | CT $29400
Round 7
T $22500 | CT $29800
Round 8
T $3500 | CT $30600
Round 9
T $23700 | CT $32650
Round 10
T $27750 | CT $30400
Round 11
T $27850 | CT $29000
Round 12
T $20800 | CT $29850
Round 13
T $16100 | CT $32300
Round 14
T $4350 | CT $4250
Round 15
T $1000 | CT $22150
HT
Round 16
T $22700 | CT $24450
Round 17
T $5900 | CT $29750
Round 18
T $26750 | CT $29950
Round 19
T $27350 | CT $28950
Round 20
T $20250 | CT $30650
Round 21
T $24100 | CT $27750
Round 22
T $22350 | CT $30350
de_nuke nuke 23 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3900
Round 2
T $4400 | CT $4000
Round 3
T $3350 | CT $21700
Round 4
T $24600 | CT $24600
Round 5
T $25100 | CT $25000
Round 6
T $10500 | CT $29550
Round 7
T $24100 | CT $31250
Round 8
T $6550 | CT $30950
Round 9
T $28050 | CT $27850
Round 10
T $21800 | CT $22300
Round 11
T $4850 | CT $29900
Round 12
T $26450 | CT $30900
Round 13
T $27750 | CT $29350
Round 14
T $5050 | CT $4250
Round 15
T $19950 | CT $1200
HT
Round 16
T $22600 | CT $22800
Round 17
T $22200 | CT $27800
Round 18
T $22400 | CT $19550
Round 19
T $4050 | CT $27500
Round 20
T $25100 | CT $30400
Round 21
T $3350 | CT $29200
Round 22
T $26650 | CT $30000
Round 23
T $10950 | CT $30250
Vantage Eco Rating: 15.6
Eco rounds
1/6 W (17%)
Force buy
3/4 W (75%)
Full buy
5 rounds
Avg Equip
$16220
Util Dmg
1.00
0.1/rd
Opening K
11
73%/rd
Trade Kill Rate 47%
Headshot% 64%
2K
9
3K
2
4K
2
5K
7
Underground Eco Rating: 6.3
Eco rounds
1/4 W (25%)
Full buy
15 rounds
Avg Equip
$23226
Util Dmg
0.00
0.0/rd
Opening K
13
68%/rd
Trade Kill Rate 29%
Headshot% 38%
2K
1
3K
2
4K
6
5K
11
CQ Feature Intelligence 534 features
null: 60.5% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs 85.7%
WR 90d
โ€” vs 63.6%
Rating 30d
โ€” vs 0.95
Form Slope
โ€” vs โ†“-0.110
Map Intelligence
CT WR 90d
โ€” vs 44.0%
T WR 90d
โ€” vs 48.9%
Pool Depth
โ€” vs 1.0
Team Dynamics
Days Rest
30.0d vs 16.0d
Roster Stab
โ€” vs โ€”
Synergy
โ€” vs 1.71
Elo ฮ” -68
Elo Win% 40.4%
Vantage Eco Rating: 15.6
Economy Mastery
Eco Win%
17%
Force Win%
75%
Kill Quality
Headshot%
64%
Trade Rate
47%
Opening K/Rd
73%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
9
3K
2
4K
2
5K
7
Multi-Kill Score: 47
Underground Eco Rating: 6.3
Economy Mastery
Eco Win%
25%
Force Win%
0%
Kill Quality
Headshot%
38%
Trade Rate
29%
Opening K/Rd
68%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
1
3K
2
4K
6
5K
11
Multi-Kill Score: 67
Quantum Locked

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

Current: 60.5% null Target: <10%
More features will unlock as demo parsing progresses
Vantage
2 โ€“ 1
Underground
Recent Meetings
Vantage 0 โ€“ 3 Underground Nov 2025 Vantage 3 โ€“ 0 Underground Oct 2025 Vantage 2 โ€“ 0 Underground Sep 2025
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_mirage mirage 22 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 $3900
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $3800 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $17900 | CT $1000
T buy: half_buy CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $21650 | CT $26050
T buy: half_buy CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $25600 | CT $5250
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $28050 | CT $29400
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $22500 | CT $29800
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $3500 | CT $30600
T buy: eco CT buy: full_buy
Round 9 9 โ€” 1st half
T $23700 | CT $32650
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27750 | CT $30400
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27850 | CT $29000
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $20800 | CT $29850
T buy: half_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $16100 | CT $32300
T buy: half_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4350 | CT $4250
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1000 | CT $22150
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $22700 | CT $24450
T buy: half_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $5900 | CT $29750
T buy: eco CT buy: full_buy
Round 18 18 โ€” 2nd half
T $26750 | CT $29950
T buy: half_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $27350 | CT $28950
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $20250 | CT $30650
T buy: half_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $24100 | CT $27750
T buy: half_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $22350 | CT $30350
T buy: half_buy CT buy: full_buy Bomb planted
de_nuke nuke 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 $3250 | CT $3900
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4400 | CT $4000
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $3350 | CT $21700
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $24600 | CT $24600
T buy: half_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $25100 | CT $25000
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $10500 | CT $29550
T buy: force_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $24100 | CT $31250
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $6550 | CT $30950
T buy: force_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $28050 | CT $27850
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $21800 | CT $22300
T buy: half_buy CT buy: half_buy
Round 11 11 โ€” 1st half
T $4850 | CT $29900
T buy: eco CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $26450 | CT $30900
T buy: half_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $27750 | CT $29350
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $5050 | CT $4250
T buy: force_buy CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $19950 | CT $1200
T buy: half_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $22600 | CT $22800
T buy: full_buy CT buy: half_buy Bomb planted
Round 17 17 โ€” 2nd half
T $22200 | CT $27800
T buy: half_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $22400 | CT $19550
T buy: half_buy CT buy: half_buy Bomb planted
Round 19 19 โ€” 2nd half
T $4050 | CT $27500
T buy: eco CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $25100 | CT $30400
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $3350 | CT $29200
T buy: eco CT buy: full_buy
Round 22 22 โ€” 2nd half
T $26650 | CT $30000
T buy: full_buy CT buy: full_buy
Round 23 23 โ€” 2nd half
T $10950 | CT $30250
T buy: force_buy CT buy: full_buy Bomb planted