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 21 Jan 2025 21:39 UTC
Chinggis Warriors
Chinggis Warriors
MN
Elo 1526
0 โ€“ 1
Winner: Lynn Vision
Lynn Vision
Lynn Vision
Elo 1490
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 76% CONF WRONG
Chinggis Warriors 76.0% 24.0% 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)
ancient
6 โ€“ 13
3|3vs4|9
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
Starryo1o3-
18
kills
ADR 113.6
Top Assist
We5tmeloN
7
assists
1 flash
Best ADR
Starryo1o3-
113.6
avg dmg/rd
18K 9D
Best KAST
z4KR1114
80.0%
KAST
18K 10D
Most HS
z4KR1114
11
headshots
61% HS rate
Best K/D
Starryo1o3-
2.00
K/D ratio
18K 9D
de_ancient
ancient
6 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
Starryo1o3-
18 9 6 2.00 44% 113.6 70.0% 0.68
z4KR1114
18 10 2 1.80 61% 90.5 80.0% 0.68
Emil1aQAQ
16 12 4 1.33 69% 90.4 75.0% 0.61
We5tmeloN
12 14 7 0.86 75% 81.0 65.0% 0.46
windsnow
7 13 6 0.54 86% 49.0 70.0% 0.34
CT SIDE
-XUOR
18 15 4 1.20 44% 98.0 75.0% 0.58
GHETTOKIDS
14 15 4 0.93 64% 93.7 70.0% 0.5
ariucleee
10 14 1 0.71 90% 58.8 60.0% 0.39
NEUZ
8 13 5 0.62 50% 63.4 50.0% 0.28
controlez--
7 15 4 0.47 29% 55.2 45.0% 0.17
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Starryo1o3-
9 5 3 56% 95.8 69.2% 0.6
z4KR1114
9 5 2 67% 71.8 76.9% 0.6
Emil1aQAQ
13 7 2 69% 108.7 84.6% 0.77
We5tmeloN
9 10 3 89% 92.7 61.5% 0.51
windsnow
5 7 5 80% 58.1 69.2% 0.39
1ST HALF โ€” CT SIDE
-XUOR
11 10 2 45% 97.5 69.2% 0.54
GHETTOKIDS
6 9 4 17% 78.3 61.5% 0.3
ariucleee
7 10 1 86% 60.2 61.5% 0.38
NEUZ
4 9 3 25% 51.6 53.8% 0.18
controlez--
6 8 3 17% 63.8 46.2% 0.26
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Starryo1o3-
9 4 3 33% 146.6 71.4% 0.86
z4KR1114
9 5 0 56% 125.3 85.7% 0.85
Emil1aQAQ
3 5 2 67% 56.4 57.1% 0.31
We5tmeloN
3 4 4 33% 59.4 71.4% 0.34
windsnow
2 6 1 100% 32.3 71.4% 0.25
2ND HALF โ€” T SIDE
-XUOR
7 5 2 43% 99.0 85.7% 0.66
GHETTOKIDS
8 6 0 100% 122.3 85.7% 0.8
ariucleee
3 4 0 100% 56.1 57.1% 0.4
NEUZ
4 4 2 75% 85.1 42.9% 0.43
controlez--
1 7 1 100% 39.4 42.9% 0.08
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
Starryo1o3- t2
18 9 6 2.00 44% 113.6 70.0% 20
z4KR1114 t2
18 10 2 1.80 61% 90.5 80.0% 20
-XUOR t1
18 15 4 1.20 44% 98.0 75.0% 20
Emil1aQAQ t2
16 12 4 1.33 69% 90.4 75.0% 20
GHETTOKIDS t1
14 15 4 0.93 64% 93.7 70.0% 20
We5tmeloN t2
12 14 7 0.86 75% 81.0 65.0% 20
ariucleee t1
10 14 1 0.71 90% 58.8 60.0% 20
NEUZ t1
8 13 5 0.62 50% 63.4 50.0% 20
windsnow t2
7 13 6 0.54 86% 49.0 70.0% 20
controlez-- t1
7 15 4 0.47 29% 55.2 45.0% 20
Player Awards
🔫
Top Fragger
Starryo1o3-
18 kills
🎯
Headshot Machine
Starryo1o3-
44% HS
18K
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
Starryo1o3-
18 9 6 2.00 44% 113.6 70.0% 0.68
z4KR1114
18 10 2 1.80 61% 90.5 80.0% 0.68
Emil1aQAQ
16 12 4 1.33 69% 90.4 75.0% 0.61
We5tmeloN
12 14 7 0.86 75% 81.0 65.0% 0.46
windsnow
7 13 6 0.54 86% 49.0 70.0% 0.34
-XUOR
18 15 4 1.20 44% 98.0 75.0% 0.58
GHETTOKIDS
14 15 4 0.93 64% 93.7 70.0% 0.5
ariucleee
10 14 1 0.71 90% 58.8 60.0% 0.39
NEUZ
8 13 5 0.62 50% 63.4 50.0% 0.28
controlez--
7 15 4 0.47 29% 55.2 45.0% 0.17
de_ancient ancient 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4500 | CT $4200
Round 3
T $2700 | CT $21600
Round 4
T $25150 | CT $8300
Round 5
T $25650 | CT $1200
Round 6
T $25650 | CT $23450
Round 7
T $25400 | CT $25500
Round 8
T $25200 | CT $10650
Round 9
T $25800 | CT $27650
Round 10
T $26000 | CT $30200
Round 11
T $25300 | CT $31800
Round 12
T $25300 | CT $32600
Round 13
T $28850 | CT $24300
Round 14
T $4750 | CT $4500
Round 15
T $19150 | CT $9850
HT
Round 16
T $20800 | CT $5100
Round 17
T $23550 | CT $27200
Round 18
T $25100 | CT $29350
Round 19
T $19850 | CT $29800
Round 20
T $13000 | CT $29600
Chinggis Warriors Eco Rating: 12.4
Eco rounds
2/4 W (50%)
Full buy
12 rounds
Avg Equip
$19748
Util Dmg
0.00
0.0/rd
Opening K
11
69%/rd
Trade Kill Rate 16%
Headshot% 74%
2K
4
3K
2
4K
3
5K
8
Lynn Vision Eco Rating: 9.2
Eco rounds
2/4 W (50%)
Force buy
0/4 W (0%)
Full buy
11 rounds
Avg Equip
$19005
Util Dmg
2.00
0.1/rd
Opening K
10
53%/rd
Trade Kill Rate 38%
Headshot% 42%
2K
2
3K
4
4K
1
5K
8
CQ Feature Intelligence 534 features
null: 36.0% โฌก Gold
Form (30d / 90d)
WR 30d
66.7% vs 50.0%
WR 90d
58.8% vs 44.4%
Rating 30d
1.07 vs 1.11
Form Slope
โ†‘0.230 vs โ€”
Map Intelligence
CT WR 90d
45.2% vs 43.9%
T WR 90d
53.1% vs 56.1%
Pool Depth
2.0 vs 3.0
Team Dynamics
Days Rest
3.0d vs 9.0d
Roster Stab
โ€” vs โ€”
Synergy
0.85 vs 0.57
Elo ฮ” +176
Elo Win% 73.4%
Chinggis Warriors Eco Rating: 12.4
Economy Mastery
Eco Win%
50%
Force Win%
0%
Kill Quality
Headshot%
74%
Trade Rate
16%
Opening K/Rd
69%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
4
3K
2
4K
3
5K
8
Multi-Kill Score: 49
Lynn Vision Eco Rating: 9.2
Economy Mastery
Eco Win%
50%
Force Win%
0%
Kill Quality
Headshot%
42%
Trade Rate
38%
Opening K/Rd
53%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
2
3K
4
4K
1
5K
8
Multi-Kill Score: 45
Quantum Locked

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

Current: 36.0% 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 20 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 $4500 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $2700 | CT $21600
T buy: eco CT buy: half_buy Bomb planted
Round 4 4 โ€” 1st half
T $25150 | CT $8300
T buy: full_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $25650 | CT $1200
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $25650 | CT $23450
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $25400 | CT $25500
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $25200 | CT $10650
T buy: full_buy CT buy: force_buy Bomb planted
Round 9 9 โ€” 1st half
T $25800 | CT $27650
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $26000 | CT $30200
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25300 | CT $31800
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $25300 | CT $32600
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $28850 | CT $24300
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4750 | CT $4500
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $19150 | CT $9850
T buy: half_buy CT buy: force_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $20800 | CT $5100
T buy: half_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $23550 | CT $27200
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $25100 | CT $29350
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $19850 | CT $29800
T buy: half_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $13000 | CT $29600
T buy: half_buy CT buy: full_buy Bomb planted