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 01 Apr 2025 14:56 UTC
Lynn Vision
Lynn Vision
Elo 1531
1 โ€“ 0
Winner: Lynn Vision
THE
THE
Elo 1466
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF WRONG
Lynn Vision 41.8% 58.2% THE
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)
ancient
13 โ€“ 9
4|9vs1|8
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
z4KR1114
24
kills
ADR 111.6
Top Assist
DayMake
11
assists
0 flash
Best ADR
z4KR1114
111.6
avg dmg/rd
24K 13D
Best KAST
Sange
91.3%
KAST
19K 14D
Most HS
z4KR1114
12
headshots
50% HS rate
Best K/D
z4KR1114
1.85
K/D ratio
24K 13D
de_ancient
ancient
13 โ€“ 9
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
24 13 7 1.85 50% 111.6 78.3% 0.74
C4LLM3SUE
17 14 6 1.21 41% 82.6 82.6% 0.54
Starryo1o3-
17 18 8 0.94 41% 94.9 73.9% 0.49
We5tmeloN
16 17 9 0.94 31% 86.4 73.9% 0.45
Emil1aQAQ
10 17 9 0.59 60% 60.8 65.2% 0.32
CT SIDE
Sange
19 14 5 1.36 58% 101.8 91.3% 0.66
d0RREN
18 15 6 1.20 33% 80.7 82.6% 0.53
Koreec
17 21 8 0.81 71% 93.0 82.6% 0.51
Tugu-
15 19 8 0.79 80% 89.7 82.6% 0.51
DayMake
12 19 11 0.63 8% 61.3 73.9% 0.28
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
z4KR1114
10 5 5 60% 108.4 90.9% 0.75
C4LLM3SUE
10 4 2 30% 92.2 90.9% 0.71
Starryo1o3-
7 6 5 43% 97.5 90.9% 0.56
We5tmeloN
9 7 6 22% 92.6 90.9% 0.58
Emil1aQAQ
8 6 6 62% 85.3 90.9% 0.61
1ST HALF โ€” CT SIDE
Sange
6 9 2 50% 80.1 90.9% 0.42
d0RREN
5 8 2 20% 60.9 63.6% 0.27
Koreec
6 9 4 50% 76.2 72.7% 0.37
Tugu-
5 9 4 60% 65.7 72.7% 0.33
DayMake
5 9 7 0% 68.6 72.7% 0.24
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
z4KR1114
14 8 2 43% 114.6 66.7% 0.73
C4LLM3SUE
7 10 4 57% 73.8 75.0% 0.4
Starryo1o3-
10 12 3 40% 92.5 58.3% 0.42
We5tmeloN
7 10 3 43% 80.8 58.3% 0.34
Emil1aQAQ
2 11 3 50% 38.3 41.7% 0.04
2ND HALF โ€” T SIDE
Sange
13 5 3 62% 121.8 91.7% 0.87
d0RREN
13 7 4 38% 98.8 100.0% 0.77
Koreec
11 12 4 82% 108.5 91.7% 0.63
Tugu-
10 10 4 90% 111.7 91.7% 0.66
DayMake
7 10 4 14% 54.7 75.0% 0.3
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
24 13 7 1.85 50% 111.6 78.3% 23
Sange t2
19 14 5 1.36 58% 101.8 91.3% 23
d0RREN t2
18 15 6 1.20 33% 80.7 82.6% 23
C4LLM3SUE t1
17 14 6 1.21 41% 82.6 82.6% 23
Starryo1o3- t1
17 18 8 0.94 41% 94.9 73.9% 23
Koreec t2
17 21 8 0.81 71% 93.0 82.6% 23
We5tmeloN t1
16 17 9 0.94 31% 86.4 73.9% 23
Tugu- t2
15 19 8 0.79 80% 89.7 82.6% 23
DayMake t2
12 19 11 0.63 8% 61.3 73.9% 23
Emil1aQAQ t1
10 17 9 0.59 60% 60.8 65.2% 23
Player Awards
🔫
Top Fragger
z4KR1114
24 kills
🎯
Headshot Machine
z4KR1114
50% HS
24K
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
z4KR1114
24 13 7 1.85 50% 111.6 78.3% 0.74
C4LLM3SUE
17 14 6 1.21 41% 82.6 82.6% 0.54
Starryo1o3-
17 18 8 0.94 41% 94.9 73.9% 0.49
We5tmeloN
16 17 9 0.94 31% 86.4 73.9% 0.45
Emil1aQAQ
10 17 9 0.59 60% 60.8 65.2% 0.32
Sange
19 14 5 1.36 58% 101.8 91.3% 0.66
d0RREN
18 15 6 1.20 33% 80.7 82.6% 0.53
Koreec
17 21 8 0.81 71% 93.0 82.6% 0.51
Tugu-
15 19 8 0.79 80% 89.7 82.6% 0.51
DayMake
12 19 11 0.63 8% 61.3 73.9% 0.28
de_ancient ancient 23 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4300 | CT $4300
Round 3
T $1200 | CT $17950
Round 4
T $23500 | CT $24200
Round 5
T $24500 | CT $19450
Round 6
T $23850 | CT $1400
Round 7
T $25350 | CT $23550
Round 8
T $27650 | CT $4350
Round 9
T $27750 | CT $27950
Round 10
T $27750 | CT $13000
Round 11
T $27150 | CT $27850
Round 12
T $27750 | CT $28450
Round 13
T $26850 | CT $28300
Round 14
T $4850 | CT $4000
Round 15
T $9800 | CT $18750
HT
Round 16
T $20650 | CT $6650
Round 17
T $21500 | CT $1000
Round 18
T $25500 | CT $23800
Round 19
T $25400 | CT $12500
Round 20
T $25900 | CT $27850
Round 21
T $25700 | CT $28900
Round 22
T $25900 | CT $22400
Round 23
T $25600 | CT $17350
Lynn Vision Eco Rating: 15.2
Eco rounds
0/4 W (0%)
Force buy
1/1 W (100%)
Full buy
16 rounds
Avg Equip
$20941
Util Dmg
4.00
0.2/rd
Opening K
13
62%/rd
Trade Kill Rate 39%
Headshot% 52%
2K
2
3K
4
4K
6
5K
11
THE Eco Rating: 9.0
Eco rounds
3/6 W (50%)
Force buy
0/1 W (0%)
Full buy
9 rounds
Avg Equip
$16835
Util Dmg
1.00
0.1/rd
Opening K
11
69%/rd
Trade Kill Rate 55%
Headshot% 40%
2K
7
3K
4
4K
0
5K
6
CQ Feature Intelligence 534 features
null: 45.7% โฌก Gold
Form (30d / 90d)
WR 30d
53.3% vs 50.0%
WR 90d
55.9% vs 47.6%
Rating 30d
1.26 vs โ€”
Form Slope
โ†“-0.010 vs โ†‘0.020
Map Intelligence
CT WR 90d
49.5% vs 42.7%
T WR 90d
56.0% vs 51.8%
Pool Depth
3.0 vs 1.0
Team Dynamics
Days Rest
1.0d vs 5.0d
Roster Stab
โ€” vs โ€”
Synergy
0.59 vs โ€”
Elo ฮ” -157
Elo Win% 28.8%
Lynn Vision Eco Rating: 15.2
Economy Mastery
Eco Win%
0%
Force Win%
100%
Kill Quality
Headshot%
52%
Trade Rate
39%
Opening K/Rd
62%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
2
3K
4
4K
6
5K
11
Multi-Kill Score: 72
THE Eco Rating: 9.0
Economy Mastery
Eco Win%
50%
Force Win%
0%
Kill Quality
Headshot%
40%
Trade Rate
55%
Opening K/Rd
69%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
7
3K
4
4K
0
5K
6
Multi-Kill Score: 39
Quantum Locked

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

Current: 45.7% 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 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 $4300 | CT $4300
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $1200 | CT $17950
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $23500 | CT $24200
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $24500 | CT $19450
T buy: full_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $23850 | CT $1400
T buy: full_buy CT buy: eco Bomb planted
Round 7 7 โ€” 1st half
T $25350 | CT $23550
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $27650 | CT $4350
T buy: full_buy CT buy: eco Bomb planted
Round 9 9 โ€” 1st half
T $27750 | CT $27950
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27750 | CT $13000
T buy: full_buy CT buy: half_buy
Round 11 11 โ€” 1st half
T $27150 | CT $27850
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27750 | CT $28450
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $26850 | CT $28300
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4850 | CT $4000
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $9800 | CT $18750
T buy: force_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $20650 | CT $6650
T buy: half_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $21500 | CT $1000
T buy: half_buy CT buy: eco Bomb planted
Round 18 18 โ€” 2nd half
T $25500 | CT $23800
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25400 | CT $12500
T buy: full_buy CT buy: half_buy
Round 20 20 โ€” 2nd half
T $25900 | CT $27850
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $25700 | CT $28900
T buy: full_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $25900 | CT $22400
T buy: full_buy CT buy: half_buy Bomb planted
Round 23 23 โ€” 2nd half
T $25600 | CT $17350
T buy: full_buy CT buy: half_buy Bomb planted