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 24 Jan 2025 22:04 UTC
Lynn Vision
Lynn Vision
Elo 1531
1 โ€“ 0
Winner: Lynn Vision
FE
FengDa
Elo 1538
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF WRONG
Lynn Vision 41.8% 58.2% FengDa
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)
anubis
13 โ€“ 9
4|9vs3|6
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
C4LLM3SUE
23
kills
ADR 94.2
Top Assist
Starryo1o3-
13
assists
0 flash
Best ADR
Starryo1o3-
104.3
avg dmg/rd
18K 16D
Best KAST
We5tmeloN
84.0%
KAST
18K 17D
Most HS
We5tmeloN
16
headshots
89% HS rate
Best K/D
Emil1aQAQ
1.75
K/D ratio
21K 12D
de_anubis
anubis
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
Jung1eZzz
17 22 4 0.77 41% 82.2 64.0% 0.39
3glxd
17 17 3 1.00 29% 75.6 60.0% 0.41
NertZz-
17 16 5 1.06 47% 77.3 76.0% 0.49
chengking-
13 21 1 0.62 62% 65.2 48.0% 0.29
ysp5p
11 20 9 0.55 36% 65.3 76.0% 0.3
CT SIDE
C4LLM3SUE
23 17 3 1.35 57% 94.2 68.0% 0.61
Emil1aQAQ
21 12 2 1.75 52% 86.0 72.0% 0.62
Starryo1o3-
18 16 13 1.12 44% 104.3 80.0% 0.55
We5tmeloN
18 17 5 1.06 89% 84.4 84.0% 0.59
z4KR1114
16 13 3 1.23 19% 74.4 76.0% 0.46
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Jung1eZzz
12 9 2 50% 120.9 81.8% 0.71
3glxd
4 6 3 0% 60.0 72.7% 0.27
NertZz-
10 6 2 60% 91.1 81.8% 0.68
chengking-
8 8 1 75% 90.6 63.6% 0.52
ysp5p
4 8 4 25% 58.9 81.8% 0.28
1ST HALF โ€” CT SIDE
C4LLM3SUE
10 8 0 40% 80.6 63.6% 0.53
Emil1aQAQ
8 6 0 62% 76.8 63.6% 0.53
Starryo1o3-
5 8 3 40% 81.1 63.6% 0.33
We5tmeloN
5 10 5 100% 69.5 90.9% 0.41
z4KR1114
9 6 2 22% 98.6 63.6% 0.54
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Jung1eZzz
5 13 2 20% 51.9 50.0% 0.11
3glxd
13 11 0 38% 87.9 50.0% 0.5
NertZz-
7 10 3 29% 66.4 71.4% 0.33
chengking-
5 13 0 40% 45.3 35.7% 0.1
ysp5p
7 12 5 43% 70.3 71.4% 0.32
2ND HALF โ€” T SIDE
C4LLM3SUE
13 9 3 69% 104.9 71.4% 0.66
Emil1aQAQ
13 6 2 46% 93.1 78.6% 0.69
Starryo1o3-
13 8 10 46% 122.6 92.9% 0.73
We5tmeloN
13 7 0 85% 96.1 78.6% 0.74
z4KR1114
7 7 1 14% 55.4 85.7% 0.39
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
C4LLM3SUE t2
23 17 3 1.35 57% 94.2 68.0% 25
Emil1aQAQ t2
21 12 2 1.75 52% 86.0 72.0% 25
Starryo1o3- t2
18 16 13 1.12 44% 104.3 80.0% 25
We5tmeloN t2
18 17 5 1.06 89% 84.4 84.0% 25
Jung1eZzz t1
17 22 4 0.77 41% 82.2 64.0% 25
3glxd t1
17 17 3 1.00 29% 75.6 60.0% 25
NertZz- t1
17 16 5 1.06 47% 77.3 76.0% 25
z4KR1114 t2
16 13 3 1.23 19% 74.4 76.0% 25
chengking- t1
13 21 1 0.62 62% 65.2 48.0% 25
ysp5p t1
11 20 9 0.55 36% 65.3 76.0% 25
Player Awards
🔫
Top Fragger
C4LLM3SUE
23 kills
🎯
Headshot Machine
C4LLM3SUE
57% HS
23K
Per-Map Player Stats per map ยท sorted by kills
de_anubis anubis 10 players
Player K D A K/D HS% ADR KAST% Impact
Jung1eZzz
17 22 4 0.77 41% 82.2 64.0% 0.39
3glxd
17 17 3 1.00 29% 75.6 60.0% 0.41
NertZz-
17 16 5 1.06 47% 77.3 76.0% 0.49
chengking-
13 21 1 0.62 62% 65.2 48.0% 0.29
ysp5p
11 20 9 0.55 36% 65.3 76.0% 0.3
C4LLM3SUE
23 17 3 1.35 57% 94.2 68.0% 0.61
Emil1aQAQ
21 12 2 1.75 52% 86.0 72.0% 0.62
Starryo1o3-
18 16 13 1.12 44% 104.3 80.0% 0.55
We5tmeloN
18 17 5 1.06 89% 84.4 84.0% 0.59
z4KR1114
16 13 3 1.23 19% 74.4 76.0% 0.46
de_anubis anubis 25 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4650 | CT $4450
Round 3
T $19000 | CT $1000
Round 4
T $21200 | CT $23300
Round 5
T $25600 | CT $6150
Round 6
T $27750 | CT $28150
Round 7
T $27750 | CT $28150
Round 8
T $27650 | CT $28150
Round 9
T $27750 | CT $7250
Round 10
T $28250 | CT $27800
Round 11
T $28250 | CT $7100
Round 12
T $28150 | CT $28700
Round 13
T $27750 | CT $29750
Round 14
T $27950 | CT $30850
Round 15
T $28550 | CT $25700
HT
Round 16
T $4750 | CT $4200
Round 17
T $17150 | CT $21450
Round 18
T $26000 | CT $12350
Round 19
T $13750 | CT $25450
Round 20
T $10850 | CT $28400
Round 21
T $26700 | CT $2300
Round 22
T $26800 | CT $28850
Round 23
T $28050 | CT $14500
Round 24
T $27950 | CT $25750
Round 25
T $27950 | CT $8450
FengDa Eco Rating: 12.1
Eco rounds
2/5 W (40%)
Force buy
2/5 W (40%)
Full buy
13 rounds
Avg Equip
$18058
Util Dmg
1.00
0.0/rd
Opening K
11
48%/rd
Trade Kill Rate 40%
Headshot% 41%
2K
5
3K
3
4K
0
5K
10
Lynn Vision Eco Rating: 18.7
Eco rounds
1/3 W (33%)
Force buy
1/1 W (100%)
Full buy
17 rounds
Avg Equip
$22538
Util Dmg
8.00
0.4/rd
Opening K
15
71%/rd
Trade Kill Rate 34%
Headshot% 54%
2K
3
3K
5
4K
4
5K
12
CQ Feature Intelligence 534 features
null: 49.3% โฌก Gold
Form (30d / 90d)
WR 30d
50.0% vs 50.0%
WR 90d
45.5% vs 50.0%
Rating 30d
1.17 vs 1.19
Form Slope
โ€” vs โ†“-0.200
Map Intelligence
CT WR 90d
44.5% vs 50.0%
T WR 90d
57.6% vs 50.0%
Pool Depth
3.0 vs โ€”
Team Dynamics
Days Rest
3.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.52 vs โ€”
Elo ฮ” -169
Elo Win% 27.4%
FengDa Eco Rating: 12.1
Economy Mastery
Eco Win%
40%
Force Win%
40%
Kill Quality
Headshot%
41%
Trade Rate
40%
Opening K/Rd
48%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
5
3K
3
4K
0
5K
10
Multi-Kill Score: 51
Lynn Vision Eco Rating: 18.7
Economy Mastery
Eco Win%
33%
Force Win%
100%
Kill Quality
Headshot%
54%
Trade Rate
34%
Opening K/Rd
71%
Util Dmg/Rd
0.4
Multi-Kill Rounds
2K
3
3K
5
4K
4
5K
12
Multi-Kill Score: 73
Quantum Locked

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

Current: 49.3% 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_anubis anubis 25 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 $4650 | CT $4450
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19000 | CT $1000
T buy: half_buy CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $21200 | CT $23300
T buy: half_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $25600 | CT $6150
T buy: full_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $27750 | CT $28150
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $27750 | CT $28150
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $27650 | CT $28150
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $27750 | CT $7250
T buy: full_buy CT buy: force_buy
Round 10 10 โ€” 1st half
T $28250 | CT $27800
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $28250 | CT $7100
T buy: full_buy CT buy: force_buy Bomb planted
Round 12 12 โ€” 1st half
T $28150 | CT $28700
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $27750 | CT $29750
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $27950 | CT $30850
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $28550 | CT $25700
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $4750 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 17 17 โ€” 2nd half
T $17150 | CT $21450
T buy: half_buy CT buy: half_buy Bomb planted
Round 18 18 โ€” 2nd half
T $26000 | CT $12350
T buy: full_buy CT buy: force_buy
Round 19 19 โ€” 2nd half
T $13750 | CT $25450
T buy: half_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $10850 | CT $28400
T buy: force_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $26700 | CT $2300
T buy: full_buy CT buy: eco Bomb planted
Round 22 22 โ€” 2nd half
T $26800 | CT $28850
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $28050 | CT $14500
T buy: full_buy CT buy: half_buy Bomb planted
Round 24 24 โ€” 2nd half
T $27950 | CT $25750
T buy: full_buy CT buy: full_buy Bomb planted
Round 25 25 โ€” 2nd half
T $27950 | CT $8450
T buy: full_buy CT buy: force_buy Bomb planted