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.

Winline Insight Season 8ยท T3 ONLINE BO3
FINAL 23 Sep 2025 20:28 UTC
RUBY
RUBY
BY
Elo 1456
2 โ€“ 0
Winner: RUBY
CPH Wolves
CPH Wolves
Elo 1543
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF WRONG
RUBY 42.5% 57.5% CPH Wolves
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€“ 9
5|8vs4|5
RUBY
ancient
13 โ€“ 2
10|3vs?|2
RUBY
Match Highlights Demo parsed
Top Performers
Top Fragger
smokeynaga7a
42
kills
ADR 133.0
Top Assist
smokeynaga7a
19
assists
2 flash
Best ADR
smokeynaga7a
133.0
avg dmg/rd
42K 24D
Best KAST
-TruNiQ
87.2%
KAST
25K 21D
Most HS
smokeynaga7a
21
headshots
50% HS rate
Best K/D
maQuein
1.83
K/D ratio
33K 18D
de_nuke
nuke
13 โ€“ 9
RUBY 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
smokeynaga7a
20 16 11 1.25 55% 116.8 78.3% 0.64
maQuein
19 11 3 1.73 16% 91.0 82.6% 0.6
fozil
15 16 3 0.94 60% 65.2 60.9% 0.42
-TruNiQ
15 14 9 1.07 53% 88.7 82.6% 0.53
H4SAN4TOR
11 14 6 0.79 45% 57.1 73.9% 0.37
CT SIDE
Kristou
19 13 3 1.46 26% 88.7 78.3% 0.57
n1Xen
17 16 0 1.06 24% 82.2 60.9% 0.44
b1elany
14 16 6 0.88 43% 82.1 65.2% 0.42
Tapewaare
12 18 5 0.67 50% 64.3 78.3% 0.37
Matheos
10 18 5 0.56 70% 65.3 56.5% 0.31
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
smokeynaga7a
9 11 4 67% 94.2 61.5% 0.45
maQuein
13 7 3 8% 113.1 84.6% 0.68
fozil
10 11 3 70% 83.8 61.5% 0.48
-TruNiQ
8 8 6 50% 79.2 84.6% 0.5
H4SAN4TOR
5 10 6 80% 62.4 69.2% 0.33
1ST HALF โ€” CT SIDE
Kristou
16 8 3 25% 130.8 84.6% 0.81
n1Xen
12 8 0 25% 103.8 69.2% 0.6
b1elany
10 9 4 40% 100.8 84.6% 0.56
Tapewaare
4 11 3 75% 44.2 84.6% 0.27
Matheos
6 10 1 50% 55.9 53.8% 0.27
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
smokeynaga7a
11 5 7 45% 146.1 100.0% 0.88
maQuein
6 4 0 33% 62.2 80.0% 0.49
fozil
5 5 0 40% 41.0 60.0% 0.35
-TruNiQ
7 6 3 57% 100.9 80.0% 0.57
H4SAN4TOR
6 4 0 17% 50.3 80.0% 0.45
2ND HALF โ€” T SIDE
Kristou
3 5 0 33% 33.8 70.0% 0.26
n1Xen
5 8 0 20% 54.2 50.0% 0.22
b1elany
4 7 2 50% 57.8 40.0% 0.23
Tapewaare
8 7 2 38% 90.6 70.0% 0.52
Matheos
4 8 4 100% 77.5 60.0% 0.36
Highlights available for subscribers Sign in
de_ancient
ancient
13 โ€“ 2
RUBY 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
smokeynaga7a
22 8 8 2.75 45% 156.4 87.5% 0.99
H4SAN4TOR
15 8 8 1.88 53% 116.7 87.5% 0.75
maQuein
14 7 6 2.00 43% 98.7 87.5% 0.69
fozil
12 6 3 2.00 42% 69.8 93.8% 0.63
-TruNiQ
10 7 5 1.43 60% 76.8 93.8% 0.59
CT SIDE
b1elany
10 14 5 0.71 60% 82.6 56.2% 0.37
Tapewaare
8 15 4 0.53 38% 71.3 50.0% 0.23
n1Xen
8 16 2 0.50 75% 58.9 68.8% 0.3
Kristou
7 14 3 0.50 57% 58.2 62.5% 0.26
Matheos
4 15 2 0.27 50% 31.2 50.0% 0.08
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
smokeynaga7a
7 3 2 57% 195.8 100.0% 1.19
H4SAN4TOR
2 2 1 50% 64.2 100.0% 0.5
maQuein
6 0 4 67% 162.0 100.0% 1.27
fozil
2 1 0 50% 45.5 100.0% 0.54
-TruNiQ
1 1 1 0% 34.2 100.0% 0.34
1ST HALF โ€” CT SIDE
b1elany
2 4 2 0% 65.0 75.0% 0.21
Tapewaare
5 4 0 20% 128.0 50.0% 0.61
n1Xen
1 4 1 0% 41.5 75.0% 0.06
Kristou
0 4 1 0% 45.0 25.0% -0.17
Matheos
1 4 1 0% 39.5 50.0% -0.0
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
smokeynaga7a
15 5 6 40% 143.2 83.3% 0.92
H4SAN4TOR
13 6 7 54% 134.2 83.3% 0.83
maQuein
8 7 2 25% 77.6 83.3% 0.49
fozil
10 5 3 40% 77.9 91.7% 0.66
-TruNiQ
9 6 4 67% 90.9 91.7% 0.65
2ND HALF โ€” T SIDE
b1elany
8 10 3 75% 88.5 50.0% 0.42
Tapewaare
3 11 4 67% 52.4 50.0% 0.14
n1Xen
7 12 1 86% 64.7 66.7% 0.36
Kristou
7 10 2 57% 62.7 75.0% 0.38
Matheos
3 11 1 67% 28.4 50.0% 0.11
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
smokeynaga7a t2
42 24 19 1.75 50% 133.0 82.1% 39
maQuein t2
33 18 9 1.83 27% 94.1 84.6% 39
fozil t2
27 22 6 1.23 52% 67.1 74.4% 39
H4SAN4TOR t2
26 22 14 1.18 50% 81.6 79.5% 39
Kristou t1
26 27 6 0.96 35% 76.2 71.8% 39
-TruNiQ t2
25 21 14 1.19 56% 83.8 87.2% 39
n1Xen t1
25 32 2 0.78 40% 72.6 64.1% 39
b1elany t1
24 30 11 0.80 50% 82.3 61.5% 39
Tapewaare t1
20 33 9 0.61 45% 67.2 66.7% 39
Matheos t1
14 33 7 0.42 64% 51.3 53.8% 39
Player Awards
🔫
Top Fragger
smokeynaga7a
42 kills
🎯
Headshot Machine
smokeynaga7a
50% HS
42K
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
smokeynaga7a
20 16 11 1.25 55% 116.8 78.3% 0.64
maQuein
19 11 3 1.73 16% 91.0 82.6% 0.6
fozil
15 16 3 0.94 60% 65.2 60.9% 0.42
-TruNiQ
15 14 9 1.07 53% 88.7 82.6% 0.53
H4SAN4TOR
11 14 6 0.79 45% 57.1 73.9% 0.37
Kristou
19 13 3 1.46 26% 88.7 78.3% 0.57
n1Xen
17 16 0 1.06 24% 82.2 60.9% 0.44
b1elany
14 16 6 0.88 43% 82.1 65.2% 0.42
Tapewaare
12 18 5 0.67 50% 64.3 78.3% 0.37
Matheos
10 18 5 0.56 70% 65.3 56.5% 0.31
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
smokeynaga7a
22 8 8 2.75 45% 156.4 87.5% 0.99
H4SAN4TOR
15 8 8 1.88 53% 116.7 87.5% 0.75
maQuein
14 7 6 2.00 43% 98.7 87.5% 0.69
fozil
12 6 3 2.00 42% 69.8 93.8% 0.63
-TruNiQ
10 7 5 1.43 60% 76.8 93.8% 0.59
b1elany
10 14 5 0.71 60% 82.6 56.2% 0.37
Tapewaare
8 15 4 0.53 38% 71.3 50.0% 0.23
n1Xen
8 16 2 0.50 75% 58.9 68.8% 0.3
Kristou
7 14 3 0.50 57% 58.2 62.5% 0.26
Matheos
4 15 2 0.27 50% 31.2 50.0% 0.08
de_ancient ancient 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $3250 | CT $3250
Round 3
T $4750 | CT $4400
Round 4
T $18650 | CT $9000
Round 5
T $8150 | CT $27200
Round 6
T $2400 | CT $24000
Round 7
T $24600 | CT $29450
Round 8
T $24900 | CT $27700
Round 9
T $22100 | CT $28850
Round 10
T $3050 | CT $29550
Round 11
T $26550 | CT $30150
Round 12
T $6900 | CT $27150
Round 13
T $26350 | CT $31150
Round 14
T $22700 | CT $31550
Round 15
T $4250 | CT $3950
HT
Round 16
T $22800 | CT $10600
Round 17
T $20300 | CT $15250
de_nuke nuke 23 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 $4000
Round 3
T $19150 | CT $1500
Round 4
T $20150 | CT $24150
Round 5
T $21350 | CT $29700
Round 6
T $23600 | CT $24250
Round 7
T $14200 | CT $26200
Round 8
T $1700 | CT $28900
Round 9
T $20400 | CT $29400
Round 10
T $27150 | CT $30000
Round 11
T $27050 | CT $29050
Round 12
T $27750 | CT $23050
Round 13
T $28050 | CT $18100
Round 14
T $4300 | CT $4000
Round 15
T $18550 | CT $10450
HT
Round 16
T $23900 | CT $5050
Round 17
T $27550 | CT $28050
Round 18
T $15100 | CT $29500
Round 19
T $22900 | CT $28850
Round 20
T $1600 | CT $30550
Round 21
T $22900 | CT $30550
Round 22
T $25300 | CT $29950
Round 23
T $18650 | CT $30550
CPH Wolves Eco Rating: 7.7
Eco rounds
1/7 W (14%)
Force buy
1/4 W (25%)
Full buy
26 rounds
Avg Equip
$21340
Util Dmg
2.00
0.1/rd
Opening K
15
41%/rd
Trade Kill Rate 29%
Headshot% 38%
2K
3
3K
0
4K
1
5K
20
RUBY Eco Rating: 10.3
Eco rounds
5/10 W (50%)
Force buy
0/2 W (0%)
Full buy
16 rounds
Avg Equip
$16935
Util Dmg
2.00
0.1/rd
Opening K
9
32%/rd
Trade Kill Rate 42%
Headshot% 53%
2K
2
3K
2
4K
2
5K
14
CQ Feature Intelligence 534 features
null: 33.9% โ—† Platinum
Form (30d / 90d)
WR 30d
59.1% vs 42.9%
WR 90d
52.1% vs 52.6%
Rating 30d
1.06 vs 1.1
Form Slope
โ†‘0.030 vs โ†“-0.010
Map Intelligence
CT WR 90d
52.6% vs 53.9%
T WR 90d
45.6% vs 49.3%
Pool Depth
1.0 vs 1.0
Team Dynamics
Days Rest
1.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.79 vs 0.7
Elo ฮ” -47
Elo Win% 43.2%
CPH Wolves Eco Rating: 7.7
Economy Mastery
Eco Win%
14%
Force Win%
25%
Kill Quality
Headshot%
38%
Trade Rate
29%
Opening K/Rd
41%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
3
3K
0
4K
1
5K
20
Multi-Kill Score: 86
RUBY Eco Rating: 10.3
Economy Mastery
Eco Win%
50%
Force Win%
0%
Kill Quality
Headshot%
53%
Trade Rate
42%
Opening K/Rd
32%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
2
3K
2
4K
2
5K
14
Multi-Kill Score: 68
Quantum Locked

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

Current: 33.9% 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 $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $3250 | CT $3250
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $4750 | CT $4400
T buy: eco CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $18650 | CT $9000
T buy: half_buy CT buy: force_buy
Round 5 5 โ€” 1st half
T $8150 | CT $27200
T buy: force_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $2400 | CT $24000
T buy: eco CT buy: full_buy
Round 7 7 โ€” 1st half
T $24600 | CT $29450
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $24900 | CT $27700
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $22100 | CT $28850
T buy: half_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $3050 | CT $29550
T buy: eco CT buy: full_buy
Round 11 11 โ€” 1st half
T $26550 | CT $30150
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $6900 | CT $27150
T buy: force_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $26350 | CT $31150
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $22700 | CT $31550
T buy: full_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $4250 | CT $3950
T buy: eco CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $22800 | CT $10600
T buy: full_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $20300 | CT $15250
T buy: half_buy CT buy: half_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 $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4200 | CT $4000
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19150 | CT $1500
T buy: half_buy CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $20150 | CT $24150
T buy: half_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $21350 | CT $29700
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $23600 | CT $24250
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $14200 | CT $26200
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $1700 | CT $28900
T buy: eco CT buy: full_buy
Round 9 9 โ€” 1st half
T $20400 | CT $29400
T buy: half_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27150 | CT $30000
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27050 | CT $29050
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27750 | CT $23050
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $28050 | CT $18100
T buy: full_buy CT buy: half_buy Bomb planted
Round 14 14 โ€” 1st half
T $4300 | CT $4000
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $18550 | CT $10450
T buy: half_buy CT buy: force_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $23900 | CT $5050
T buy: full_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $27550 | CT $28050
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $15100 | CT $29500
T buy: half_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $22900 | CT $28850
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $1600 | CT $30550
T buy: eco CT buy: full_buy
Round 21 21 โ€” 2nd half
T $22900 | CT $30550
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $25300 | CT $29950
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $18650 | CT $30550
T buy: half_buy CT buy: full_buy