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.

Winline Insight Season 8ยท T3 ONLINE BO3
FINAL 06 Oct 2025 20:39 UTC
RUBY
RUBY
BY
Elo 1456
2 โ€“ 0
Winner: RUBY
Alliance
Alliance
SE
Elo 1583
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 66% CONF CORRECT
RUBY 65.6% 34.4% Alliance
Why this prediction?
+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
โˆ’29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
ancient
13 โ€“ 4
9|4vs1|3
RUBY
dust2
13 โ€“ 3
3|10vs2|1
RUBY
Match Highlights Demo parsed
Top Performers
Top Fragger
H4SAN4TOR
42
kills
ADR 123.2
Top Assist
smokeynaga7a
10
assists
0 flash
Best ADR
H4SAN4TOR
123.2
avg dmg/rd
42K 16D
Best KAST
H4SAN4TOR
91.4%
KAST
42K 16D
Most HS
H4SAN4TOR
22
headshots
52% HS rate
Best K/D
H4SAN4TOR
2.62
K/D ratio
42K 16D
de_ancient
ancient
13 โ€“ 4
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
avid-
 14 16 5 0.88 50% 85.3 61.1% 0.44
eraa-_-
 11 16 2 0.69 27% 66.8 50.0% 0.27
poiii-
 9 17 6 0.53 78% 73.1 72.2% 0.35
Twist
 8 18 5 0.44 75% 75.8 61.1% 0.28
upE
 7 17 5 0.41 43% 60.7 55.6% 0.19
CT SIDE
H4SAN4TOR
 24 10 5 2.40 42% 127.7 94.4% 0.92
smokeynaga7a
 17 12 5 1.42 53% 105.4 88.9% 0.68
-TruNiQ
 15 9 4 1.67 40% 88.8 77.8% 0.61
fozil
 14 10 5 1.40 71% 98.9 88.9% 0.66
maQuein
 13 8 4 1.62 15% 82.6 88.9% 0.56
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
avid-
 11 11 5 45% 94.6 69.2% 0.51
eraa-_-
 7 11 2 14% 58.5 53.8% 0.23
poiii-
 6 13 5 67% 67.9 69.2% 0.28
Twist
 7 13 2 71% 84.5 61.5% 0.33
upE
 5 13 2 20% 52.1 53.8% 0.12
1ST HALF โ€” CT SIDE
H4SAN4TOR
 20 7 4 40% 143.4 92.3% 1.04
smokeynaga7a
 15 9 3 47% 122.2 92.3% 0.8
-TruNiQ
 9 7 3 33% 87.1 69.2% 0.5
fozil
 8 7 3 62% 83.9 84.6% 0.55
maQuein
 8 6 2 12% 69.3 84.6% 0.47
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
avid-
 3 5 0 67% 61.0 40.0% 0.26
eraa-_-
 4 5 0 50% 88.2 40.0% 0.37
poiii-
 3 4 1 100% 86.4 80.0% 0.51
Twist
 1 5 3 100% 53.2 60.0% 0.17
upE
 2 4 3 100% 83.0 60.0% 0.36
2ND HALF โ€” T SIDE
H4SAN4TOR
 4 3 1 50% 87.0 100.0% 0.64
smokeynaga7a
 2 3 2 100% 61.8 80.0% 0.44
-TruNiQ
 6 2 1 50% 93.2 100.0% 0.88
fozil
 6 3 2 83% 138.0 100.0% 0.94
maQuein
 5 2 2 20% 117.0 100.0% 0.79
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 3
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
poiii-
 13 16 2 0.81 38% 86.4 64.7% 0.41
avid-
 10 11 2 0.91 70% 70.6 64.7% 0.44
eraa-_-
 7 10 5 0.70 14% 69.3 64.7% 0.3
Twist
 6 15 4 0.40 50% 66.1 58.8% 0.22
upE
 5 12 1 0.42 40% 38.9 58.8% 0.19
CT SIDE
H4SAN4TOR
 18 6 2 3.00 67% 118.4 88.2% 0.87
-TruNiQ
 13 6 2 2.17 62% 88.2 82.4% 0.67
fozil
 11 8 2 1.38 45% 69.3 82.4% 0.53
smokeynaga7a
 11 11 5 1.00 55% 74.1 82.4% 0.5
maQuein
 8 7 3 1.14 25% 55.8 76.5% 0.4
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
poiii-
 4 4 0 0% 73.8 60.0% 0.38
avid-
 3 3 1 100% 74.4 40.0% 0.45
eraa-_-
 3 3 3 33% 109.0 60.0% 0.45
Twist
 0 5 2 0% 39.6 40.0% -0.14
upE
 3 4 0 33% 62.2 60.0% 0.32
1ST HALF โ€” CT SIDE
H4SAN4TOR
 6 2 0 67% 128.2 80.0% 0.91
-TruNiQ
 4 2 0 50% 75.2 60.0% 0.58
fozil
 3 2 1 33% 69.6 60.0% 0.45
smokeynaga7a
 3 3 1 67% 66.6 60.0% 0.44
maQuein
 1 2 1 100% 39.2 80.0% 0.38
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
poiii-
 9 12 2 56% 91.6 66.7% 0.43
avid-
 7 8 1 57% 69.0 75.0% 0.44
eraa-_-
 4 7 2 0% 52.8 66.7% 0.22
Twist
 6 10 2 50% 77.1 66.7% 0.33
upE
 2 8 1 50% 29.2 58.3% 0.14
2ND HALF โ€” T SIDE
H4SAN4TOR
 12 4 2 67% 114.2 91.7% 0.85
-TruNiQ
 9 4 2 67% 93.6 91.7% 0.71
fozil
 8 6 1 50% 69.2 91.7% 0.56
smokeynaga7a
 8 8 4 50% 77.2 91.7% 0.52
maQuein
 7 5 2 14% 62.7 75.0% 0.44
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ H4SAN4TOR t2
42 16 7 2.62 52% 123.2 91.4% 35
smokeynaga7a t2
28 23 10 1.22 54% 90.2 85.7% 35
-TruNiQ t2
28 15 6 1.87 50% 88.5 80.0% 35
fozil t2
25 18 7 1.39 60% 84.5 85.7% 35
avid- t1
24 27 7 0.89 58% 78.1 62.9% 35
poiii- t1
22 33 8 0.67 55% 79.5 68.6% 35
maQuein t2
21 15 7 1.40 19% 69.5 82.9% 35
eraa-_- t1
18 26 7 0.69 22% 68.0 57.1% 35
Twist t1
14 33 9 0.42 64% 71.1 60.0% 35
upE t1
12 29 6 0.41 42% 50.1 57.1% 35
Player Awards
🔫
Top Fragger
H4SAN4TOR
42 kills
🎯
Headshot Machine
H4SAN4TOR
52% HS
42K
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
⭐
avid-
14 16 5 0.88 50% 85.3 61.1% 0.44
eraa-_-
11 16 2 0.69 27% 66.8 50.0% 0.27
poiii-
9 17 6 0.53 78% 73.1 72.2% 0.35
Twist
8 18 5 0.44 75% 75.8 61.1% 0.28
upE
7 17 5 0.41 43% 60.7 55.6% 0.19
H4SAN4TOR
24 10 5 2.40 42% 127.7 94.4% 0.92
smokeynaga7a
17 12 5 1.42 53% 105.4 88.9% 0.68
-TruNiQ
15 9 4 1.67 40% 88.8 77.8% 0.61
fozil
14 10 5 1.40 71% 98.9 88.9% 0.66
maQuein
13 8 4 1.62 15% 82.6 88.9% 0.56
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
poiii-
13 16 2 0.81 38% 86.4 64.7% 0.41
avid-
10 11 2 0.91 70% 70.6 64.7% 0.44
eraa-_-
7 10 5 0.70 14% 69.3 64.7% 0.3
Twist
6 15 4 0.40 50% 66.1 58.8% 0.22
upE
5 12 1 0.42 40% 38.9 58.8% 0.19
H4SAN4TOR
18 6 2 3.00 67% 118.4 88.2% 0.87
-TruNiQ
13 6 2 2.17 62% 88.2 82.4% 0.67
fozil
11 8 2 1.38 45% 69.3 82.4% 0.53
smokeynaga7a
11 11 5 1.00 55% 74.1 82.4% 0.5
maQuein
8 7 3 1.14 25% 55.8 76.5% 0.4
de_ancient ancient 18 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4550 | CT $4400
Round 3
T $1200 | CT $20950
Round 4
T $21900 | CT $24350
Round 5
T $9950 | CT $30050
Round 6
T $23800 | CT $29950
Round 7
T $6900 | CT $29450
Round 8
T $24400 | CT $28550
Round 9
T $26150 | CT $20900
Round 10
T $7700 | CT $28300
Round 11
T $22950 | CT $31150
Round 12
T $25650 | CT $28550
Round 13
T $27950 | CT $25600
Round 14
T $4400 | CT $4750
Round 15
T $11350 | CT $21800
HT
Round 16
T $26400 | CT $7250
Round 17
T $26200 | CT $10050
Round 18
T $28650 | CT $14800
de_dust2 dust2 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4000 | CT $4200
Round 3
T $18650 | CT $12200
Round 4
T $21600 | CT $10250
Round 5
T $19000 | CT $26150
Round 6
T $24600 | CT $24450
Round 7
T $25000 | CT $9250
Round 8
T $27250 | CT $29300
Round 9
T $27150 | CT $17100
Round 10
T $27450 | CT $27050
Round 11
T $27450 | CT $10300
Round 12
T $29300 | CT $28850
Round 13
T $30300 | CT $28700
Round 14
T $3900 | CT $4200
Round 15
T $20000 | CT $11000
HT
Round 16
T $5950 | CT $26150
Round 17
T $9900 | CT $26450
Alliance Eco Rating: 14.7
Eco rounds
3/3 W (100%)
Force buy
0/2 W (0%)
Full buy
9 rounds
Avg Equip
$20228
Util Dmg
1.00
0.1/rd
Opening K
10
71%/rd
Trade Kill Rate 42%
Headshot% 47%
2K
0
3K
4
4K
4
5K
8
RUBY Eco Rating: 9.8
Eco rounds
0/4 W (0%)
Force buy
2/4 W (50%)
Full buy
9 rounds
Avg Equip
$16853
Util Dmg
1.00
0.1/rd
Opening K
9
53%/rd
Trade Kill Rate 45%
Headshot% 48%
2K
3
3K
5
4K
3
5K
5
CQ Feature Intelligence 534 features
null: 32.4% โ—† Platinum
Form (30d / 90d)
WR 30d
53.1% vs 26.3%
WR 90d
48.3% vs 38.0%
Rating 30d
1.08 vs 1.14
Form Slope
โ†“-0.020 vs โ†“-0.010
Map Intelligence
CT WR 90d
51.5% vs 55.8%
T WR 90d
47.6% vs 48.8%
Pool Depth
2.0 vs 3.0
Team Dynamics
Days Rest
โ€”d vs 6.0d
Roster Stab
โ€” vs โ€”
Synergy
0.66 vs 0.45
Elo ฮ” +88
Elo Win% 62.4%
Alliance Eco Rating: 14.7
Economy Mastery
Eco Win%
100%
Force Win%
0%
Kill Quality
Headshot%
47%
Trade Rate
42%
Opening K/Rd
71%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
0
3K
4
4K
4
5K
8
Multi-Kill Score: 52
RUBY Eco Rating: 9.8
Economy Mastery
Eco Win%
0%
Force Win%
50%
Kill Quality
Headshot%
48%
Trade Rate
45%
Opening K/Rd
53%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
3
3K
5
4K
3
5K
5
Multi-Kill Score: 42
Quantum Locked

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

Current: 32.4% null Target: <10%
More features will unlock as demo parsing progresses
RUBY
2 โ€“ 2
Alliance
Recent Meetings
Alliance 3 โ€“ 0 RUBY Dec 2025 RUBY 2 โ€“ 0 Alliance Oct 2025 Alliance 0 โ€“ 3 RUBY Sep 2025 RUBY 0 โ€“ 3 Alliance Jul 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_ancient ancient 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 $4550 | CT $4400
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $1200 | CT $20950
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $21900 | CT $24350
T buy: half_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $9950 | CT $30050
T buy: force_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $23800 | CT $29950
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $6900 | CT $29450
T buy: force_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $24400 | CT $28550
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $26150 | CT $20900
T buy: full_buy CT buy: half_buy
Round 10 10 โ€” 1st half
T $7700 | CT $28300
T buy: force_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $22950 | CT $31150
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $25650 | CT $28550
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $27950 | CT $25600
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4400 | CT $4750
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $11350 | CT $21800
T buy: force_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $26400 | CT $7250
T buy: full_buy CT buy: force_buy
Round 17 17 โ€” 2nd half
T $26200 | CT $10050
T buy: full_buy CT buy: force_buy Bomb planted
Round 18 18 โ€” 2nd half
T $28650 | CT $14800
T buy: full_buy CT buy: half_buy Bomb planted
de_dust2 dust2 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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4000 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $18650 | CT $12200
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $21600 | CT $10250
T buy: half_buy CT buy: force_buy
Round 5 5 โ€” 1st half
T $19000 | CT $26150
T buy: half_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $24600 | CT $24450
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $25000 | CT $9250
T buy: full_buy CT buy: force_buy Bomb planted
Round 8 8 โ€” 1st half
T $27250 | CT $29300
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27150 | CT $17100
T buy: full_buy CT buy: half_buy Bomb planted
Round 10 10 โ€” 1st half
T $27450 | CT $27050
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $27450 | CT $10300
T buy: full_buy CT buy: force_buy Bomb planted
Round 12 12 โ€” 1st half
T $29300 | CT $28850
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $30300 | CT $28700
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $3900 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $20000 | CT $11000
T buy: half_buy CT buy: force_buy
HT
Round 16 16 โ€” 2nd half
T $5950 | CT $26150
T buy: force_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $9900 | CT $26450
T buy: force_buy CT buy: full_buy