CounterQuant header
CounterQuant logo

CounterQuant

CS2 match analytics & AI predictions
UK based platform YouTube X / Twitter

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.

Get API Key Browse Highlights

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.

ESL Impact Winter 2024 Cash Cup 4 North Americaยท A-TIER ONLINE BO3
FINAL 26 Feb 2024 22:43 UTC
FlyQuest RED
FlyQuest RED
US
Elo 1483
2 โ€“ 0
Winner: FlyQuest RED
Shimmer
Shimmer
US
Elo 1486
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 54% CONF WRONG
FlyQuest RED 46.0% 54.0% Shimmer
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€“ 4
8|5vs?|4
FlyQuest RED
anubis
13 โ€“ 10
6|7vs4|6
FlyQuest RED
Match Highlights Demo parsed
Top Performers
Top Fragger
bibiahn
36
kills
ADR 100.6
Top Assist
bibiahn
15
assists
1 flash
Best ADR
bibiahn
100.6
avg dmg/rd
36K 22D
Best KAST
Munsturb0y
100.0%
KAST
0K 0D
Most HS
emy
20
headshots
59% HS rate
Best K/D
bibiahn
1.64
K/D ratio
36K 22D
de_mirage
mirage
13 โ€“ 4
FlyQuest RED 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
madss
 16 14 1 1.14 50% 97.2 55.6% 0.53
bladee
 9 16 3 0.56 44% 63.3 55.6% 0.26
interlude
 7 17 1 0.41 71% 57.9 50.0% 0.21
_Lx-
 5 16 3 0.31 40% 54.4 50.0% 0.12
Ridge
 3 18 2 0.17 67% 39.6 38.9% 0.03
CT SIDE
emy
 19 8 2 2.38 68% 108.7 88.9% 0.83
bibiahn
 18 7 7 2.57 44% 115.6 88.9% 0.79
GooseBreeder
 13 9 3 1.44 38% 76.1 83.3% 0.55
Kaoday
 13 6 5 2.17 31% 90.8 94.4% 0.64
vanessa
 13 6 4 2.17 69% 78.6 88.9% 0.67
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
madss
 13 9 1 38% 99.7 61.5% 0.6
bladee
 8 11 3 38% 79.0 69.2% 0.37
interlude
 7 12 1 71% 70.5 53.8% 0.31
_Lx-
 4 11 3 25% 60.5 61.5% 0.17
Ridge
 2 13 1 50% 28.6 38.5% -0.02
1ST HALF โ€” CT SIDE
emy
 11 7 2 82% 100.2 84.6% 0.7
bibiahn
 10 5 3 30% 83.1 84.6% 0.61
GooseBreeder
 9 7 3 22% 73.2 76.9% 0.49
Kaoday
 12 6 5 33% 115.2 92.3% 0.73
vanessa
 9 5 2 67% 75.7 84.6% 0.62
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
madss
 3 5 0 100% 90.6 40.0% 0.36
bladee
 1 5 0 100% 22.4 20.0% 0.02
interlude
 0 5 0 0% 25.2 40.0% -0.16
_Lx-
 1 5 0 100% 38.6 20.0% 0.05
Ridge
 1 5 1 100% 68.0 40.0% 0.14
2ND HALF โ€” T SIDE
emy
 8 1 0 50% 130.6 100.0% 1.18
bibiahn
 8 2 4 62% 200.2 100.0% 1.24
GooseBreeder
 4 2 0 75% 83.6 100.0% 0.73
Kaoday
 1 0 0 0% 27.4 100.0% 0.38
vanessa
 4 1 2 75% 86.0 100.0% 0.79
Highlights available for subscribers Sign in
de_anubis
anubis
13 โ€“ 10
FlyQuest RED 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
interlude
 21 17 7 1.24 57% 103.8 70.8% 0.6
_Lx-
 20 14 4 1.43 55% 90.0 75.0% 0.6
bladee
 15 14 3 1.07 60% 70.5 62.5% 0.46
Ridge
 11 19 3 0.58 36% 62.2 70.8% 0.29
madss
 6 19 7 0.32 67% 49.3 70.8% 0.23
CT SIDE
GooseBreeder
 20 14 4 1.43 40% 95.2 79.2% 0.6
Kaoday
 18 14 3 1.29 22% 73.6 79.2% 0.5
bibiahn
 18 15 8 1.20 44% 89.3 91.7% 0.58
vanessa
 16 15 6 1.07 44% 80.0 79.2% 0.5
emy
 15 19 6 0.79 47% 83.8 75.0% 0.43
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
interlude
 14 8 4 57% 126.6 76.9% 0.77
_Lx-
 10 7 2 50% 81.2 84.6% 0.59
bladee
 8 8 2 62% 72.2 61.5% 0.45
Ridge
 6 10 2 50% 67.8 76.9% 0.35
madss
 4 9 2 75% 45.8 76.9% 0.3
1ST HALF โ€” CT SIDE
GooseBreeder
 14 7 2 36% 115.4 92.3% 0.78
Kaoday
 11 8 2 18% 75.7 76.9% 0.53
bibiahn
 3 10 6 67% 48.8 84.6% 0.26
vanessa
 11 10 3 55% 93.1 76.9% 0.56
emy
 7 11 5 29% 83.1 76.9% 0.35
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
interlude
 7 9 3 57% 76.7 63.6% 0.4
_Lx-
 10 7 2 60% 100.5 63.6% 0.62
bladee
 7 6 1 57% 68.5 63.6% 0.47
Ridge
 5 9 1 20% 55.5 63.6% 0.23
madss
 2 10 5 50% 53.5 63.6% 0.12
2ND HALF โ€” T SIDE
GooseBreeder
 6 7 2 50% 71.5 63.6% 0.4
Kaoday
 7 6 1 29% 71.2 81.8% 0.48
bibiahn
 15 5 2 40% 137.2 100.0% 0.99
vanessa
 5 5 3 20% 64.6 81.8% 0.4
emy
 8 8 1 62% 84.6 72.7% 0.51
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ bibiahn t1
36 22 15 1.64 44% 100.6 90.5% 42
emy t1
34 27 8 1.26 59% 94.5 81.0% 42
GooseBreeder t1
33 23 7 1.43 39% 87.0 81.0% 42
Kaoday t1
31 20 8 1.55 26% 81.0 85.7% 42
vanessa t1
29 21 10 1.38 55% 79.4 83.3% 42
interlude t2
28 34 8 0.82 61% 84.1 61.9% 42
_Lx- t2
25 30 7 0.83 52% 74.8 64.3% 42
bladee t2
24 30 6 0.80 54% 67.4 59.5% 42
madss t2
22 33 8 0.67 55% 69.8 64.3% 42
Ridge t2
14 37 5 0.38 43% 52.5 57.1% 42
Munsturb0y t2
0 0 0 0.00 0% โ€” 100.0% 42
yeldn1L t2
0 0 0 0.00 0% โ€” 100.0% 42
Player Awards
🔫
Top Fragger
bibiahn
36 kills
🎯
Headshot Machine
bibiahn
44% HS
36K
Per-Map Player Stats per map ยท sorted by kills
de_mirage mirage 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
madss
16 14 1 1.14 50% 97.2 55.6% 0.53
bladee
9 16 3 0.56 44% 63.3 55.6% 0.26
interlude
7 17 1 0.41 71% 57.9 50.0% 0.21
_Lx-
5 16 3 0.31 40% 54.4 50.0% 0.12
Ridge
3 18 2 0.17 67% 39.6 38.9% 0.03
emy
19 8 2 2.38 68% 108.7 88.9% 0.83
bibiahn
18 7 7 2.57 44% 115.6 88.9% 0.79
GooseBreeder
13 9 3 1.44 38% 76.1 83.3% 0.55
Kaoday
13 6 5 2.17 31% 90.8 94.4% 0.64
vanessa
13 6 4 2.17 69% 78.6 88.9% 0.67
de_anubis anubis 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
interlude
21 17 7 1.24 57% 103.8 70.8% 0.6
_Lx-
20 14 4 1.43 55% 90.0 75.0% 0.6
bladee
15 14 3 1.07 60% 70.5 62.5% 0.46
Ridge
11 19 3 0.58 36% 62.2 70.8% 0.29
madss
6 19 7 0.32 67% 49.3 70.8% 0.23
GooseBreeder
20 14 4 1.43 40% 95.2 79.2% 0.6
Kaoday
18 14 3 1.29 22% 73.6 79.2% 0.5
bibiahn
18 15 8 1.20 44% 89.3 91.7% 0.58
vanessa
16 15 6 1.07 44% 80.0 79.2% 0.5
emy
15 19 6 0.79 47% 83.8 75.0% 0.43
de_anubis anubis 24 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4200 | CT $4100
Round 3
T $18600 | CT $1200
Round 4
T $22100 | CT $20750
Round 5
T $24150 | CT $12900
Round 6
T $20900 | CT $29450
Round 7
T $4000 | CT $31050
Round 8
T $25400 | CT $31050
Round 9
T $26800 | CT $26350
Round 10
T $13750 | CT $28950
Round 11
T $27050 | CT $11350
Round 12
T $6150 | CT $22250
Round 13
T $21200 | CT $28700
Round 14
T $4300 | CT $4100
Round 15
T $18850 | CT $2500
HT
Round 16
T $22050 | CT $21700
Round 17
T $13200 | CT $26150
Round 18
T $1300 | CT $29550
Round 19
T $26050 | CT $30350
Round 20
T $27350 | CT $16400
Round 21
T $28050 | CT $7850
Round 22
T $27300 | CT $24500
Round 23
T $26050 | CT $26500
Round 24
T $26350 | CT $19550
de_mirage mirage 18 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 $4450
Round 3
T $1200 | CT $20550
Round 4
T $21900 | CT $24550
Round 5
T $23900 | CT $3450
Round 6
T $23800 | CT $25900
Round 7
T $23850 | CT $1400
Round 8
T $23750 | CT $27300
Round 9
T $25450 | CT $28750
Round 10
T $2600 | CT $30750
Round 11
T $21900 | CT $30950
Round 12
T $7650 | CT $28850
Round 13
T $25200 | CT $32750
Round 14
T $4550 | CT $4300
Round 15
T $17250 | CT $1200
HT
Round 16
T $22600 | CT $23450
Round 17
T $28150 | CT $6800
Round 18
T $28550 | CT $17950
Shimmer Eco Rating: 9.8
Eco rounds
2/11 W (18%)
Force buy
1/3 W (33%)
Full buy
20 rounds
Avg Equip
$18502
Util Dmg
0.00
0.0/rd
Opening K
10
29%/rd
Trade Kill Rate 40%
Headshot% 47%
2K
1
3K
2
4K
0
5K
17
FlyQuest RED Eco Rating: 8.8
Eco rounds
4/10 W (40%)
Force buy
0/2 W (0%)
Full buy
19 rounds
Avg Equip
$17826
Util Dmg
0.00
0.0/rd
Opening K
15
48%/rd
Trade Kill Rate 36%
Headshot% 48%
2K
1
3K
2
4K
1
5K
20
CQ Feature Intelligence 534 features
null: 47.9% โฌก Gold
Form (30d / 90d)
WR 30d
100.0% vs โ€”
WR 90d
50.0% vs 28.6%
Rating 30d
1.37 vs 0.88
Map Intelligence
CT WR 90d
56.5% vs 52.3%
T WR 90d
56.5% vs 54.8%
Pool Depth
โ€” vs โ€”
Team Dynamics
Days Rest
21.0d vs 21.0d
Roster Stab
โ€” vs โ€”
Synergy
โ€” vs 1.46
Elo ฮ” -1
Elo Win% 49.9%
Shimmer Eco Rating: 9.8
Economy Mastery
Eco Win%
18%
Force Win%
33%
Kill Quality
Headshot%
47%
Trade Rate
40%
Opening K/Rd
29%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
1
3K
2
4K
0
5K
17
Multi-Kill Score: 73
FlyQuest RED Eco Rating: 8.8
Economy Mastery
Eco Win%
40%
Force Win%
0%
Kill Quality
Headshot%
48%
Trade Rate
36%
Opening K/Rd
48%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
1
3K
2
4K
1
5K
20
Multi-Kill Score: 88
Quantum Locked

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

Current: 47.9% null Target: <10%
More features will unlock as demo parsing progresses
FlyQuest RED
10 โ€“ 2
Shimmer
Recent Meetings
Shimmer 0 โ€“ 3 FlyQuest RED Oct 2025 Shimmer 3 โ€“ 0 FlyQuest RED Sep 2025 Shimmer 3 โ€“ 0 FlyQuest RED Aug 2025 Shimmer 0 โ€“ 3 FlyQuest RED Apr 2024 FlyQuest RED 3 โ€“ 0 Shimmer Mar 2024
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 24 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 $4200 | CT $4100
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $18600 | CT $1200
T buy: half_buy CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $22100 | CT $20750
T buy: half_buy CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $24150 | CT $12900
T buy: full_buy CT buy: half_buy
Round 6 6 โ€” 1st half
T $20900 | CT $29450
T buy: half_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $4000 | CT $31050
T buy: eco CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $25400 | CT $31050
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $26800 | CT $26350
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $13750 | CT $28950
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27050 | CT $11350
T buy: full_buy CT buy: force_buy Bomb planted
Round 12 12 โ€” 1st half
T $6150 | CT $22250
T buy: force_buy CT buy: half_buy
Round 13 13 โ€” 1st half
T $21200 | CT $28700
T buy: half_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4300 | CT $4100
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $18850 | CT $2500
T buy: half_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $22050 | CT $21700
T buy: half_buy CT buy: half_buy
Round 17 17 โ€” 2nd half
T $13200 | CT $26150
T buy: half_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $1300 | CT $29550
T buy: eco CT buy: full_buy
Round 19 19 โ€” 2nd half
T $26050 | CT $30350
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27350 | CT $16400
T buy: full_buy CT buy: half_buy Bomb planted
Round 21 21 โ€” 2nd half
T $28050 | CT $7850
T buy: full_buy CT buy: force_buy Bomb planted
Round 22 22 โ€” 2nd half
T $27300 | CT $24500
T buy: full_buy CT buy: full_buy
Round 23 23 โ€” 2nd half
T $26050 | CT $26500
T buy: full_buy CT buy: full_buy Bomb planted
Round 24 24 โ€” 2nd half
T $26350 | CT $19550
T buy: full_buy CT buy: half_buy Bomb planted
de_mirage mirage 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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4750 | CT $4450
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $1200 | CT $20550
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $21900 | CT $24550
T buy: half_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $23900 | CT $3450
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $23800 | CT $25900
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $23850 | CT $1400
T buy: full_buy CT buy: eco Bomb planted
Round 8 8 โ€” 1st half
T $23750 | CT $27300
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $25450 | CT $28750
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $2600 | CT $30750
T buy: eco CT buy: full_buy
Round 11 11 โ€” 1st half
T $21900 | CT $30950
T buy: half_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $7650 | CT $28850
T buy: force_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $25200 | CT $32750
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4550 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $17250 | CT $1200
T buy: half_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $22600 | CT $23450
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $28150 | CT $6800
T buy: full_buy CT buy: force_buy
Round 18 18 โ€” 2nd half
T $28550 | CT $17950
T buy: full_buy CT buy: half_buy Bomb planted