CounterQuant header

Counter-Strike 2 Intelligence

Real-time CS2 match data, event highlights and AI predictions.

UK-based analytics built for serious CS2 teams, content creators and quant traders. Live scores, historic match features, and data-driven insight from an independent Counter-Strike research platform.

Live feed

Updates every 30 seconds

Match scores, map state and predictions refresh instantly.

Trusted data

HLTV, Liquipedia, GRID

Sourced, normalised, and exposed via API.

DFRAG Open Series 3ยท T3 ONLINE BO3
FINAL 01 Feb 2026 17:50 UTC
UN
Underground
Elo 1497
2 โ€“ 0
Winner: Underground
SH
Shanghai Sharks
Elo 1553
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 51% CONF CORRECT
Underground 51.0% 49.0% Shanghai 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)
nuke
13 โ€“ 6
3|10vs2|4
Underground
anubis
13 โ€“ 5
5|8vs4|1
Underground
Match Highlights Demo parsed
Top Performers
Top Fragger
N1ghtraid
39
kills
ADR 115.5
Top Assist
74LOR
16
assists
0 flash
Best ADR
N1ghtraid
115.5
avg dmg/rd
39K 21D
Best KAST
Coach|0rangeZ
100.0%
KAST
0K 0D
Most HS
Jynx-_-
18
headshots
49% HS rate
Best K/D
N1ghtraid
1.86
K/D ratio
39K 21D
de_nuke
nuke
13 โ€“ 6
Underground 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
w0mbat-
14 13 1 1.08 43% 80.2 65.0% 0.47
kairo-
13 11 1 1.18 69% 71.8 75.0% 0.53
KraxyT
12 17 3 0.71 50% 66.3 70.0% 0.36
-risen-
11 16 4 0.69 55% 64.3 80.0% 0.39
Winnieeeee
10 13 2 0.77 70% 65.0 55.0% 0.37
CT SIDE
Jynx-_-
22 14 3 1.57 50% 111.0 85.0% 0.74
N1ghtraid
20 13 7 1.54 30% 118.9 80.0% 0.68
AUmechanical
12 12 3 1.00 42% 70.8 90.0% 0.48
Kras
11 14 3 0.79 27% 49.0 70.0% 0.33
74LOR
6 13 9 0.46 50% 55.2 80.0% 0.3
Coach|0rangeZ
0 0 0 0.00 0% 1.0 100.0% 0.25
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
w0mbat-
6 5 0 50% 85.4 62.5% 0.51
kairo-
4 4 1 100% 60.2 75.0% 0.5
KraxyT
5 7 1 40% 69.9 62.5% 0.34
-risen-
9 4 2 56% 114.5 100.0% 0.86
Winnieeeee
3 4 0 67% 46.8 75.0% 0.38
1ST HALF โ€” CT SIDE
Jynx-_-
5 5 2 40% 84.4 62.5% 0.44
N1ghtraid
9 7 4 22% 142.0 75.0% 0.68
AUmechanical
6 6 1 50% 83.2 75.0% 0.5
Kras
6 6 3 0% 59.5 87.5% 0.42
74LOR
1 6 3 100% 41.2 75.0% 0.23
Coach|0rangeZ
0 0 0 0% 1.0 100.0% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
w0mbat-
8 8 1 38% 76.8 66.7% 0.44
kairo-
9 7 0 56% 79.5 75.0% 0.55
KraxyT
7 10 2 57% 63.9 75.0% 0.38
-risen-
2 12 2 50% 30.9 66.7% 0.06
Winnieeeee
7 9 2 71% 77.1 41.7% 0.36
2ND HALF โ€” T SIDE
Jynx-_-
17 9 1 53% 128.8 100.0% 0.94
N1ghtraid
11 6 3 36% 103.5 83.3% 0.68
AUmechanical
6 6 2 33% 62.5 100.0% 0.47
Kras
5 8 0 60% 41.9 58.3% 0.29
74LOR
5 7 6 40% 64.5 83.3% 0.38
Coach|0rangeZ
0 0 0 0% 1.0 100.0% 0.25
Highlights available for subscribers Sign in
de_anubis
anubis
13 โ€“ 5
Underground 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
-risen-
14 15 6 0.93 57% 76.1 90.0% 0.51
kairo-
12 13 2 0.92 25% 69.0 65.0% 0.38
Winnieeeee
10 16 4 0.62 50% 44.5 75.0% 0.31
KraxyT
8 16 6 0.50 75% 60.9 60.0% 0.29
w0mbat-
8 13 2 0.62 75% 46.4 65.0% 0.33
CT SIDE
N1ghtraid
19 8 3 2.38 53% 112.1 85.0% 0.77
Jynx-_-
15 10 5 1.50 47% 92.5 80.0% 0.6
74LOR
13 13 7 1.00 62% 78.5 90.0% 0.53
Kras
13 10 2 1.30 62% 62.9 75.0% 0.52
AUmechanical
10 9 3 1.11 70% 49.4 95.0% 0.51
Coach|0rangeZ
0 0 0 0.00 0% 0.9 100.0% 0.25
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
-risen-
5 7 3 80% 82.8 100.0% 0.51
kairo-
3 7 0 33% 41.2 50.0% 0.14
Winnieeeee
4 7 3 50% 54.8 75.0% 0.31
KraxyT
2 7 1 50% 38.9 50.0% 0.11
w0mbat-
1 7 1 100% 22.0 50.0% 0.1
1ST HALF โ€” CT SIDE
N1ghtraid
12 1 0 42% 128.9 100.0% 1.14
Jynx-_-
7 2 3 43% 109.8 100.0% 0.8
74LOR
2 4 6 100% 54.2 100.0% 0.44
Kras
6 3 2 83% 79.5 87.5% 0.69
AUmechanical
5 2 0 60% 52.1 100.0% 0.62
Coach|0rangeZ
0 0 0 0% 0.9 100.0% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
-risen-
9 8 3 44% 71.7 83.3% 0.52
kairo-
9 6 2 22% 87.5 75.0% 0.54
Winnieeeee
6 9 1 50% 37.7 75.0% 0.32
KraxyT
6 9 5 83% 75.5 66.7% 0.4
w0mbat-
7 6 1 71% 62.7 75.0% 0.5
2ND HALF โ€” T SIDE
N1ghtraid
7 7 3 71% 100.9 75.0% 0.53
Jynx-_-
8 8 2 50% 80.9 66.7% 0.46
74LOR
11 9 1 55% 94.7 83.3% 0.62
Kras
7 7 0 43% 51.8 66.7% 0.4
AUmechanical
5 7 3 80% 47.6 91.7% 0.43
Coach|0rangeZ
0 0 0 0% 1.0 100.0% 0.25
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
N1ghtraid t2
39 21 10 1.86 41% 115.5 82.5% 40
Jynx-_- t2
37 24 8 1.54 49% 101.7 82.5% 40
kairo- t1
25 24 3 1.04 48% 70.4 70.0% 40
-risen- t1
25 31 10 0.81 56% 70.2 85.0% 40
Kras t2
24 24 5 1.00 46% 55.9 72.5% 40
w0mbat- t1
22 26 3 0.85 55% 63.3 65.0% 40
AUmechanical t2
22 21 6 1.05 55% 60.1 92.5% 40
KraxyT t1
20 33 9 0.61 60% 63.6 65.0% 40
Winnieeeee t1
20 29 6 0.69 60% 54.7 65.0% 40
74LOR t2
19 26 16 0.73 58% 66.8 85.0% 40
Coach|0rangeZ t2
0 0 0 0.00 0% 1.0 100.0% 40
Player Awards
🔫
Top Fragger
N1ghtraid
39 kills
🎯
Headshot Machine
N1ghtraid
41% HS
39K
Per-Map Player Stats per map ยท sorted by kills
de_nuke nuke 11 players
Player K D A K/D HS% ADR KAST% Impact
w0mbat-
14 13 1 1.08 43% 80.2 65.0% 0.47
kairo-
13 11 1 1.18 69% 71.8 75.0% 0.53
KraxyT
12 17 3 0.71 50% 66.3 70.0% 0.36
-risen-
11 16 4 0.69 55% 64.3 80.0% 0.39
Winnieeeee
10 13 2 0.77 70% 65.0 55.0% 0.37
Jynx-_-
22 14 3 1.57 50% 111.0 85.0% 0.74
N1ghtraid
20 13 7 1.54 30% 118.9 80.0% 0.68
AUmechanical
12 12 3 1.00 42% 70.8 90.0% 0.48
Kras
11 14 3 0.79 27% 49.0 70.0% 0.33
74LOR
6 13 9 0.46 50% 55.2 80.0% 0.3
Coach|0rangeZ
0 0 0 0.00 0% 1.0 100.0% 0.25
de_anubis anubis 11 players
Player K D A K/D HS% ADR KAST% Impact
-risen-
14 15 6 0.93 57% 76.1 90.0% 0.51
kairo-
12 13 2 0.92 25% 69.0 65.0% 0.38
Winnieeeee
10 16 4 0.62 50% 44.5 75.0% 0.31
KraxyT
8 16 6 0.50 75% 60.9 60.0% 0.29
w0mbat-
8 13 2 0.62 75% 46.4 65.0% 0.33
N1ghtraid
19 8 3 2.38 53% 112.1 85.0% 0.77
Jynx-_-
15 10 5 1.50 47% 92.5 80.0% 0.6
74LOR
13 13 7 1.00 62% 78.5 90.0% 0.53
Kras
13 10 2 1.30 62% 62.9 75.0% 0.52
AUmechanical
10 9 3 1.11 70% 49.4 95.0% 0.51
Coach|0rangeZ
0 0 0 0.00 0% 0.9 100.0% 0.25
de_anubis anubis 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3900
Round 2
T $1650 | CT $1200
Round 3
T $4300 | CT $4200
Round 4
T $20150 | CT $9100
Round 5
T $6600 | CT $26750
Round 6
T $23050 | CT $23650
Round 7
T $23450 | CT $1300
Round 8
T $25400 | CT $24300
Round 9
T $27550 | CT $9300
Round 10
T $25400 | CT $24850
Round 11
T $24450 | CT $30550
Round 12
T $24800 | CT $30550
Round 13
T $4300 | CT $31750
Round 14
T $28100 | CT $25250
Round 15
T $4200 | CT $4000
HT
Round 16
T $8800 | CT $20450
Round 17
T $21300 | CT $14050
Round 18
T $7800 | CT $25750
Round 19
T $1100 | CT $26350
Round 20
T $23500 | CT $30250
de_nuke nuke 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3900
Round 2
T $4650 | CT $4000
Round 3
T $19300 | CT $12650
Round 4
T $8350 | CT $23750
Round 5
T $23600 | CT $13200
Round 6
T $25350 | CT $9850
Round 7
T $21200 | CT $28800
Round 8
T $23500 | CT $29200
Round 9
T $24800 | CT $3050
Round 10
T $26850 | CT $25950
Round 11
T $27250 | CT $27300
Round 12
T $27650 | CT $27850
Round 13
T $27950 | CT $21050
Round 14
T $4400 | CT $4200
Round 15
T $19800 | CT $1100
HT
Round 16
T $22700 | CT $25000
Round 17
T $9500 | CT $26350
Round 18
T $24650 | CT $1900
Round 19
T $26300 | CT $27000
Round 20
T $23050 | CT $29950
Underground Eco Rating: 5.4
Eco rounds
0/2 W (0%)
Force buy
0/6 W (0%)
Full buy
31 rounds
Avg Equip
$17581
Util Dmg
616.00
15.8/rd
Opening K
8
21%/rd
Trade Kill Rate 41%
Headshot% 54%
2K
1
3K
2
4K
0
5K
17
Shanghai Sharks Eco Rating: 4.9
Eco rounds
0/4 W (0%)
Force buy
0/7 W (0%)
Full buy
29 rounds
Avg Equip
$17839
Util Dmg
906.00
22.6/rd
Opening K
12
30%/rd
Trade Kill Rate 40%
Headshot% 49%
2K
0
3K
3
4K
1
5K
16
CQ Feature Intelligence 534 features
null: 67.2% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs โ€”
WR 90d
46.2% vs โ€”
Rating 30d
โ€” vs โ€”
Map Intelligence
CT WR 90d
58.8% vs โ€”
T WR 90d
50.3% vs โ€”
Pool Depth
1.0 vs โ€”
Team Dynamics
Days Rest
42.0d vs 30.0d
Roster Stab
โ€” vs โ€”
Elo ฮ” -55
Elo Win% 42.2%
Underground Eco Rating: 5.4
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
54%
Trade Rate
41%
Opening K/Rd
21%
Util Dmg/Rd
15.8
Multi-Kill Rounds
2K
1
3K
2
4K
0
5K
17
Multi-Kill Score: 73
Shanghai Sharks Eco Rating: 4.9
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
49%
Trade Rate
40%
Opening K/Rd
30%
Util Dmg/Rd
22.6
Multi-Kill Rounds
2K
0
3K
3
4K
1
5K
16
Multi-Kill Score: 73
Quantum Locked

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

Current: 67.2% 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_anubis anubis 20 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 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $1650 | CT $1200
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $4300 | CT $4200 T WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $20150 | CT $9100 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $6600 | CT $26750 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $23050 | CT $23650 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $23450 | CT $1300 BOMB EXPLODED
T buy: full_buy CT buy: eco Bomb planted
Round 8 8 โ€” 1st half
T $25400 | CT $24300 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27550 | CT $9300 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $25400 | CT $24850 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $24450 | CT $30550 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $24800 | CT $30550 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $4300 | CT $31750 BOMB EXPLODED
T buy: force_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $28100 | CT $25250 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $4200 | CT $4000 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
HT
Round 16 16 โ€” 2nd half
T $8800 | CT $20450 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $21300 | CT $14050 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $7800 | CT $25750 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $1100 | CT $26350 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 20 20 โ€” 2nd half
T $23500 | CT $30250 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
de_nuke nuke 20 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 WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $4650 | CT $4000 T WIN โ€” CT ELIM
T buy: half_buy CT buy: force_buy Bomb planted
Round 3 3 โ€” 1st half
T $19300 | CT $12650 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $8350 | CT $23750 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $23600 | CT $13200 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $25350 | CT $9850 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $21200 | CT $28800 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $23500 | CT $29200 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $24800 | CT $3050 BOMB EXPLODED
T buy: full_buy CT buy: force_buy Bomb planted
Round 10 10 โ€” 1st half
T $26850 | CT $25950 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27250 | CT $27300 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27650 | CT $27850 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $27950 | CT $21050 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4400 | CT $4200 T WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
Round 15 15 โ€” 1st half
T $19800 | CT $1100 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $22700 | CT $25000 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $9500 | CT $26350 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $24650 | CT $1900 BOMB EXPLODED
T buy: full_buy CT buy: eco Bomb planted
Round 19 19 โ€” 2nd half
T $26300 | CT $27000 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $23050 | CT $29950 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy