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.

FINAL 02 Apr 2025 21:47 UTC
Just Swing
Just Swing
CN
Elo 1586
0 โ€“ 1
Winner: Lynn Vision
Lynn Vision
Lynn Vision
Elo 1531
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 66% CONF WRONG
Just Swing 65.6% 34.4% Lynn Vision
Why this prediction?
+100.0 Elo advantage
+84.2 Elo implied probability
+75.5 Elo win probability
+46.2 Schedule difficulty edge
+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)
dust2
3 โ€“ 13
1|2vs10|3
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
z4KR1114
20
kills
ADR 111.6
Top Assist
We5tmeloN
7
assists
2 flash
Best ADR
We5tmeloN
121.5
avg dmg/rd
15K 8D
Best KAST
z4KR1114
94.1%
KAST
20K 8D
Most HS
We5tmeloN
10
headshots
67% HS rate
Best K/D
z4KR1114
2.50
K/D ratio
20K 8D
de_dust2
dust2
3 โ€“ 13
Lynn Vision 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
z4KR1114
20 8 3 2.50 30% 111.6 94.1% 0.84
Starryo1o3-
15 9 5 1.67 47% 93.2 94.1% 0.68
We5tmeloN
15 8 7 1.88 67% 121.5 88.2% 0.76
C4LLM3SUE
13 9 6 1.44 46% 99.4 94.1% 0.64
Emil1aQAQ
11 7 4 1.57 55% 59.0 94.1% 0.57
CT SIDE
UnDeRCoVeRr
12 16 2 0.75 58% 84.9 76.5% 0.44
ivan222222
11 14 5 0.79 55% 91.1 70.6% 0.44
Marek77
7 14 4 0.50 57% 64.1 58.8% 0.27
Teens-
6 14 4 0.43 83% 50.4 76.5% 0.3
V1nceKK
4 15 1 0.27 50% 36.4 64.7% 0.13
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
z4KR1114
2 2 2 50% 63.6 100.0% 0.48
Starryo1o3-
6 2 0 0% 86.6 100.0% 0.8
We5tmeloN
4 3 2 75% 129.2 80.0% 0.69
C4LLM3SUE
7 3 3 57% 160.4 100.0% 1.03
Emil1aQAQ
1 4 1 0% 33.0 100.0% 0.15
1ST HALF โ€” CT SIDE
UnDeRCoVeRr
5 5 1 60% 123.2 80.0% 0.62
ivan222222
2 4 2 0% 68.4 60.0% 0.19
Marek77
3 3 1 67% 93.8 100.0% 0.58
Teens-
3 3 0 100% 57.2 80.0% 0.53
V1nceKK
0 4 1 0% 39.6 40.0% -0.08
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
z4KR1114
18 6 1 28% 131.6 91.7% 0.99
Starryo1o3-
9 7 5 78% 95.9 91.7% 0.65
We5tmeloN
11 5 5 64% 118.2 91.7% 0.79
C4LLM3SUE
6 6 3 33% 74.0 91.7% 0.46
Emil1aQAQ
10 3 3 60% 69.8 91.7% 0.72
2ND HALF โ€” T SIDE
UnDeRCoVeRr
7 11 1 57% 68.9 75.0% 0.36
ivan222222
9 10 3 67% 100.5 75.0% 0.53
Marek77
4 11 3 50% 51.8 41.7% 0.13
Teens-
3 11 4 67% 47.5 75.0% 0.2
V1nceKK
4 11 0 50% 35.1 75.0% 0.19
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
z4KR1114 t1
20 8 3 2.50 30% 111.6 94.1% 17
Starryo1o3- t1
15 9 5 1.67 47% 93.2 94.1% 17
We5tmeloN t1
15 8 7 1.88 67% 121.5 88.2% 17
C4LLM3SUE t1
13 9 6 1.44 46% 99.4 94.1% 17
UnDeRCoVeRr t2
12 16 2 0.75 58% 84.9 76.5% 17
Emil1aQAQ t1
11 7 4 1.57 55% 59.0 94.1% 17
ivan222222 t2
11 14 5 0.79 55% 91.1 70.6% 17
Marek77 t2
7 14 4 0.50 57% 64.1 58.8% 17
Teens- t2
6 14 4 0.43 83% 50.4 76.5% 17
V1nceKK t2
4 15 1 0.27 50% 36.4 64.7% 17
Player Awards
🔫
Top Fragger
z4KR1114
20 kills
🎯
Headshot Machine
z4KR1114
30% HS
20K
Per-Map Player Stats per map ยท sorted by kills
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
z4KR1114
20 8 3 2.50 30% 111.6 94.1% 0.84
Starryo1o3-
15 9 5 1.67 47% 93.2 94.1% 0.68
We5tmeloN
15 8 7 1.88 67% 121.5 88.2% 0.76
C4LLM3SUE
13 9 6 1.44 46% 99.4 94.1% 0.64
Emil1aQAQ
11 7 4 1.57 55% 59.0 94.1% 0.57
UnDeRCoVeRr
12 16 2 0.75 58% 84.9 76.5% 0.44
ivan222222
11 14 5 0.79 55% 91.1 70.6% 0.44
Marek77
7 14 4 0.50 57% 64.1 58.8% 0.27
Teens-
6 14 4 0.43 83% 50.4 76.5% 0.3
V1nceKK
4 15 1 0.27 50% 36.4 64.7% 0.13
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 $3950 | CT $4600
Round 3
T $10000 | CT $19200
Round 4
T $2100 | CT $22700
Round 5
T $25300 | CT $28350
Round 6
T $10000 | CT $29950
Round 7
T $26650 | CT $30600
Round 8
T $9700 | CT $30650
Round 9
T $23700 | CT $30250
Round 10
T $6500 | CT $30550
Round 11
T $29150 | CT $29250
Round 12
T $27750 | CT $28850
Round 13
T $27850 | CT $29800
Round 14
T $4350 | CT $4200
Round 15
T $2800 | CT $19650
HT
Round 16
T $24600 | CT $15000
Round 17
T $27750 | CT $12250
Just Swing Eco Rating: 11.2
Eco rounds
2/5 W (40%)
Force buy
1/4 W (25%)
Full buy
8 rounds
Avg Equip
$15612
Util Dmg
2.00
0.1/rd
Opening K
8
47%/rd
Trade Kill Rate 57%
Headshot% 47%
2K
5
3K
2
4K
3
5K
4
Lynn Vision Eco Rating: 11.9
Eco rounds
2/3 W (67%)
Force buy
0/1 W (0%)
Full buy
10 rounds
Avg Equip
$21712
Util Dmg
1.00
0.1/rd
Opening K
10
71%/rd
Trade Kill Rate 45%
Headshot% 52%
2K
4
3K
1
4K
1
5K
10
CQ Feature Intelligence 534 features
null: 33.9% โ—† Platinum
Form (30d / 90d)
WR 30d
50.0% vs 53.3%
WR 90d
44.4% vs 55.6%
Rating 30d
1.08 vs 1.27
Form Slope
โ€” vs โ†“-0.010
Map Intelligence
CT WR 90d
40.9% vs 48.8%
T WR 90d
52.2% vs 57.5%
Pool Depth
โ€” vs 3.0
Team Dynamics
Days Rest
1.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.62 vs 0.58
Elo ฮ” +248
Elo Win% 80.7%
Just Swing Eco Rating: 11.2
Economy Mastery
Eco Win%
40%
Force Win%
25%
Kill Quality
Headshot%
47%
Trade Rate
57%
Opening K/Rd
47%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
5
3K
2
4K
3
5K
4
Multi-Kill Score: 34
Lynn Vision Eco Rating: 11.9
Economy Mastery
Eco Win%
67%
Force Win%
0%
Kill Quality
Headshot%
52%
Trade Rate
45%
Opening K/Rd
71%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
4
3K
1
4K
1
5K
10
Multi-Kill Score: 49
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_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 $3950 | CT $4600
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $10000 | CT $19200
T buy: force_buy CT buy: half_buy
Round 4 4 โ€” 1st half
T $2100 | CT $22700
T buy: eco CT buy: full_buy
Round 5 5 โ€” 1st half
T $25300 | CT $28350
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $10000 | CT $29950
T buy: force_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $26650 | CT $30600
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $9700 | CT $30650
T buy: force_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $23700 | CT $30250
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $6500 | CT $30550
T buy: force_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $29150 | CT $29250
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27750 | CT $28850
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $27850 | CT $29800
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4350 | CT $4200
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $2800 | CT $19650
T buy: eco CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $24600 | CT $15000
T buy: full_buy CT buy: half_buy Bomb planted
Round 17 17 โ€” 2nd half
T $27750 | CT $12250
T buy: full_buy CT buy: force_buy Bomb planted