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.

ZHI-TECH Elite Masters 2026ยท T3 ONLINE BO3
FINAL 23 Jan 2026 22:57 UTC
FlyQuest
FlyQuest
US
Elo 1446
2 โ€“ 0
Winner: FlyQuest
Chinggis Warriors
Chinggis Warriors
MN
Elo 1350
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 74% CONF WRONG
FlyQuest 25.8% 74.2% Chinggis Warriors
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
โˆ’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 โ€“ 5
8|5vs1|4
FlyQuest
dust2
13 โ€“ 5
3|10vs2|3
FlyQuest
Match Highlights Demo parsed
Top Performers
Top Fragger
Vexite
50
kills
ADR 128.9
Top Assist
INS
16
assists
0 flash
Best ADR
Vexite
128.9
avg dmg/rd
50K 21D
Best KAST
Vexite
97.4%
KAST
50K 21D
Most HS
Vexite
31
headshots
62% HS rate
Best K/D
Vexite
2.38
K/D ratio
50K 21D
de_ancient
ancient
13 โ€“ 5
FlyQuest 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
cool4st
15 13 4 1.15 40% 84.7 84.2% 0.55
efire
15 17 1 0.88 53% 81.2 73.7% 0.47
ROUX
8 16 2 0.50 88% 57.9 57.9% 0.3
Tikuak
7 14 6 0.50 43% 54.1 78.9% 0.29
Yami
6 17 5 0.35 100% 54.9 63.2% 0.26
CT SIDE
Vexite
21 11 8 1.91 57% 126.4 100.0% 0.85
jks
17 11 9 1.55 53% 93.8 89.5% 0.67
INS
16 10 8 1.60 56% 81.8 100.0% 0.68
story
11 6 2 1.83 36% 60.6 89.5% 0.53
nettik
8 11 5 0.73 62% 55.5 89.5% 0.42
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
cool4st
11 9 3 45% 94.1 76.9% 0.57
efire
9 11 1 33% 68.5 76.9% 0.4
ROUX
6 10 2 83% 58.0 61.5% 0.34
Tikuak
4 11 5 25% 47.8 69.2% 0.17
Yami
6 11 2 100% 68.8 61.5% 0.36
1ST HALF โ€” CT SIDE
Vexite
11 8 6 55% 112.6 100.0% 0.7
jks
13 8 8 46% 98.8 92.3% 0.71
INS
14 6 5 57% 103.2 100.0% 0.84
story
6 5 0 17% 47.5 84.6% 0.4
nettik
4 7 3 25% 46.2 92.3% 0.31
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
cool4st
4 4 1 25% 64.3 100.0% 0.48
efire
6 6 0 83% 108.7 66.7% 0.6
ROUX
2 6 0 100% 57.7 50.0% 0.21
Tikuak
3 3 1 67% 67.8 100.0% 0.53
Yami
0 6 3 0% 24.8 66.7% -0.1
2ND HALF โ€” T SIDE
Vexite
10 3 2 60% 156.3 100.0% 1.17
jks
4 3 1 75% 83.0 83.3% 0.6
INS
2 4 3 50% 35.3 100.0% 0.33
story
5 1 2 60% 89.2 100.0% 0.8
nettik
4 4 2 100% 75.5 83.3% 0.57
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 5
FlyQuest 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
Vexite
29 10 1 2.90 66% 131.3 95.0% 1.04
jks
22 13 3 1.69 50% 86.8 80.0% 0.71
INS
14 11 8 1.27 50% 62.5 85.0% 0.53
nettik
14 16 7 0.88 43% 68.8 90.0% 0.47
story
12 13 6 0.92 17% 46.0 80.0% 0.37
CT SIDE
Tikuak
18 17 6 1.06 50% 112.8 80.0% 0.59
Yami
15 16 4 0.94 53% 74.0 75.0% 0.48
efire
11 18 8 0.61 36% 64.8 70.0% 0.3
cool4st
8 18 3 0.44 25% 36.8 55.0% 0.14
ROUX
7 18 3 0.39 43% 36.7 60.0% 0.16
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Vexite
23 5 1 57% 145.0 100.0% 1.19
jks
14 8 0 43% 72.1 78.6% 0.65
INS
9 6 4 44% 50.1 85.7% 0.52
nettik
11 11 7 55% 86.3 100.0% 0.58
story
10 8 6 10% 56.1 92.9% 0.48
1ST HALF โ€” CT SIDE
Tikuak
10 13 2 30% 89.0 71.4% 0.4
Yami
7 12 3 43% 46.1 64.3% 0.26
efire
8 14 2 38% 44.7 57.1% 0.22
cool4st
7 13 0 29% 36.7 50.0% 0.17
ROUX
4 13 1 25% 31.9 57.1% 0.08
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Vexite
6 5 0 100% 99.3 83.3% 0.71
jks
8 5 3 62% 121.0 83.3% 0.83
INS
5 5 4 60% 91.7 83.3% 0.56
nettik
3 5 0 0% 27.8 66.7% 0.18
story
2 5 0 50% 22.5 50.0% 0.13
2ND HALF โ€” T SIDE
Tikuak
8 4 4 75% 168.3 100.0% 1.01
Yami
8 4 1 62% 139.2 100.0% 0.95
efire
3 4 6 33% 111.5 100.0% 0.49
cool4st
1 5 3 0% 37.0 66.7% 0.05
ROUX
3 5 2 67% 48.0 66.7% 0.31
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
Vexite t2
50 21 9 2.38 62% 128.9 97.4% 39
jks t2
39 24 12 1.62 51% 90.2 84.6% 39
INS t2
30 21 16 1.43 53% 71.9 92.3% 39
efire t1
26 35 9 0.74 46% 72.7 71.8% 39
Tikuak t1
25 31 12 0.81 48% 84.2 79.5% 39
cool4st t1
23 31 7 0.74 35% 60.1 69.2% 39
story t2
23 19 8 1.21 26% 53.2 84.6% 39
nettik t2
22 27 12 0.81 50% 62.3 89.7% 39
Yami t1
21 33 9 0.64 67% 64.7 69.2% 39
ROUX t1
15 34 5 0.44 67% 47.0 59.0% 39
Player Awards
🔫
Top Fragger
Vexite
50 kills
🎯
Headshot Machine
Vexite
62% HS
50K
Per-Map Player Stats per map ยท sorted by kills
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
cool4st
15 13 4 1.15 40% 84.7 84.2% 0.55
efire
15 17 1 0.88 53% 81.2 73.7% 0.47
ROUX
8 16 2 0.50 88% 57.9 57.9% 0.3
Tikuak
7 14 6 0.50 43% 54.1 78.9% 0.29
Yami
6 17 5 0.35 100% 54.9 63.2% 0.26
Vexite
21 11 8 1.91 57% 126.4 100.0% 0.85
jks
17 11 9 1.55 53% 93.8 89.5% 0.67
INS
16 10 8 1.60 56% 81.8 100.0% 0.68
story
11 6 2 1.83 36% 60.6 89.5% 0.53
nettik
8 11 5 0.73 62% 55.5 89.5% 0.42
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
Vexite
29 10 1 2.90 66% 131.3 95.0% 1.04
jks
22 13 3 1.69 50% 86.8 80.0% 0.71
INS
14 11 8 1.27 50% 62.5 85.0% 0.53
nettik
14 16 7 0.88 43% 68.8 90.0% 0.47
story
12 13 6 0.92 17% 46.0 80.0% 0.37
Tikuak
18 17 6 1.06 50% 112.8 80.0% 0.59
Yami
15 16 4 0.94 53% 74.0 75.0% 0.48
efire
11 18 8 0.61 36% 64.8 70.0% 0.3
cool4st
8 18 3 0.44 25% 36.8 55.0% 0.14
ROUX
7 18 3 0.39 43% 36.7 60.0% 0.16
de_ancient ancient 19 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $22000 | CT $24300
Round 2
T $4600 | CT $4200
Round 3
T $19250 | CT $10200
Round 4
T $11400 | CT $24750
Round 5
T $1900 | CT $28600
Round 6
T $22500 | CT $28600
Round 7
T $8950 | CT $28000
Round 8
T $24950 | CT $28600
Round 9
T $25300 | CT $23600
Round 10
T $10000 | CT $28500
Round 11
T $25500 | CT $14500
Round 12
T $13150 | CT $23250
Round 13
T $11500 | CT $31550
Round 14
T $4450 | CT $4300
Round 15
T $10850 | CT $21750
HT
Round 16
T $23050 | CT $14700
Round 17
T $23350 | CT $1500
Round 18
T $24800 | CT $25450
Round 19
T $27750 | CT $25950
de_dust2 dust2 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $22000 | CT $23000
Round 2
T $1000 | CT $1000
Round 3
T $4650 | CT $4200
Round 4
T $20850 | CT $10850
Round 5
T $23350 | CT $9250
Round 6
T $27850 | CT $24600
Round 7
T $27250 | CT $24750
Round 8
T $27750 | CT $6550
Round 9
T $29050 | CT $23800
Round 10
T $28450 | CT $20000
Round 11
T $27450 | CT $20500
Round 12
T $27550 | CT $7150
Round 13
T $28050 | CT $27700
Round 14
T $30600 | CT $29400
Round 15
T $4350 | CT $4950
HT
Round 16
T $19250 | CT $10400
Round 17
T $22550 | CT $2700
Round 18
T $25200 | CT $27350
Round 19
T $20350 | CT $27450
Round 20
T $11050 | CT $29400
Chinggis Warriors Eco Rating: 4.8
Eco rounds
0/2 W (0%)
Force buy
0/4 W (0%)
Full buy
32 rounds
Avg Equip
$18649
Util Dmg
1141.00
30.0/rd
Opening K
12
32%/rd
Trade Kill Rate 37%
Headshot% 48%
2K
0
3K
4
4K
1
5K
14
FlyQuest Eco Rating: 5.4
Eco rounds
0/2 W (0%)
Force buy
0/2 W (0%)
Full buy
33 rounds
Avg Equip
$19073
Util Dmg
843.00
22.8/rd
Opening K
7
19%/rd
Trade Kill Rate 42%
Headshot% 54%
2K
0
3K
1
4K
2
5K
16
CQ Feature Intelligence 524 features
null: 40.7% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs 100.0%
WR 90d
66.7% vs 50.0%
Rating 30d
1.68 vs 1.72
Map Intelligence
CT WR 90d
52.8% vs 52.6%
T WR 90d
47.8% vs 46.2%
Pool Depth
1.0 vs 4.0
Team Dynamics
Days Rest
5.0d vs 6.0d
Roster Stab
โ€” vs โ€”
Synergy
0.67 vs 0.5
Elo ฮ” -207
Elo Win% 23.3%
Chinggis Warriors Eco Rating: 4.8
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
48%
Trade Rate
37%
Opening K/Rd
32%
Util Dmg/Rd
30.0
Multi-Kill Rounds
2K
0
3K
4
4K
1
5K
14
Multi-Kill Score: 67
FlyQuest Eco Rating: 5.4
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
54%
Trade Rate
42%
Opening K/Rd
19%
Util Dmg/Rd
22.8
Multi-Kill Rounds
2K
0
3K
1
4K
2
5K
16
Multi-Kill Score: 72
Quantum Locked

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

Current: 40.7% 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 19 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 $22000 | CT $24300
T buy: full_buy CT buy: full_buy
Round 2 2 โ€” 1st half
T $4600 | CT $4200 T WIN โ€” CT ELIM
T buy: half_buy CT buy: force_buy Bomb planted
Round 3 3 โ€” 1st half
T $19250 | CT $10200 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $11400 | CT $24750 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $1900 | CT $28600 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 6 6 โ€” 1st half
T $22500 | CT $28600 TIME EXPIRED
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $8950 | CT $28000 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $24950 | CT $28600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $25300 | CT $23600 TIME EXPIRED
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $10000 | CT $28500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25500 | CT $14500 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $13150 | CT $23250 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $11500 | CT $31550 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4450 | CT $4300 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
Round 15 15 โ€” 1st half
T $10850 | CT $21750 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $23050 | CT $14700 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $23350 | CT $1500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco Bomb planted
Round 18 18 โ€” 2nd half
T $24800 | CT $25450 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $27750 | CT $25950 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
de_dust2 dust2 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 $22000 | CT $23000
T buy: full_buy CT buy: full_buy
Round 2 2 โ€” 1st half
T $1000 | CT $1000
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $4650 | CT $4200 T WIN โ€” CT ELIM
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $20850 | CT $10850 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $23350 | CT $9250 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $27850 | CT $24600 TIME EXPIRED
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $27250 | CT $24750 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $27750 | CT $6550 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $29050 | CT $23800 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $28450 | CT $20000 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $27450 | CT $20500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27550 | CT $7150 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $28050 | CT $27700 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $30600 | CT $29400 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $4350 | CT $4950 T WIN โ€” CT ELIM
T buy: force_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $19250 | CT $10400 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $22550 | CT $2700 T WIN โ€” CT ELIM
T buy: full_buy CT buy: force_buy
Round 18 18 โ€” 2nd half
T $25200 | CT $27350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $20350 | CT $27450 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $11050 | CT $29400 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted