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.

ESL Challenger League Season 48 North Americaยท A-TIER ONLINE BO3
FINAL 17 Jul 2024 21:39 UTC
Wildcard
Wildcard
US
Elo 1400
0 โ€“ 1
Winner: LAG
LAG
LAG
CA
Elo 1466
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF CORRECT
Wildcard 41.8% 58.2% LAG
Why this prediction?
โˆ’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
4|2vs10|3
LAG
Match Highlights Demo parsed
Top Performers
Top Fragger
nicx
23
kills
Most HS
nicx
12
headshots
52% HS rate
Best K/D
ogwizard
1.83
K/D ratio
22K 12D
de_ancient
ancient
6 โ€“ 13
LAG 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
nicx
 23 14 โ€” 1.64 52% โ€” โ€” โ€”
ogwizard
 22 12 โ€” 1.83 27% โ€” โ€” โ€”
#00630
 20 14 โ€” 1.43 40% โ€” โ€” โ€”
Experative
 17 11 โ€” 1.55 41% โ€” โ€” โ€”
#60554
 12 13 โ€” 0.92 25% โ€” โ€” โ€”
CT SIDE
JBa
 17 18 โ€” 0.94 53% โ€” โ€” โ€”
phzy
 16 17 โ€” 0.94 19% โ€” โ€” โ€”
Sonic
 9 19 โ€” 0.47 44% โ€” โ€” โ€”
stanislaw
 9 20 โ€” 0.45 89% โ€” โ€” โ€”
susp
 9 16 โ€” 0.56 67% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
nicx
 7 8 โ€” 43% โ€” โ€” โ€”
ogwizard
 8 8 โ€” 38% โ€” โ€” โ€”
#00630
 10 8 โ€” 20% โ€” โ€” โ€”
Experative
 7 7 โ€” 29% โ€” โ€” โ€”
#60554
 5 9 โ€” 20% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
JBa
 9 8 โ€” 22% โ€” โ€” โ€”
phzy
 8 5 โ€” 12% โ€” โ€” โ€”
Sonic
 7 8 โ€” 29% โ€” โ€” โ€”
stanislaw
 6 8 โ€” 83% โ€” โ€” โ€”
susp
 6 4 โ€” 83% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
nicx
 16 6 โ€” 56% โ€” โ€” โ€”
ogwizard
 14 4 โ€” 21% โ€” โ€” โ€”
#00630
 10 6 โ€” 60% โ€” โ€” โ€”
Experative
 10 4 โ€” 50% โ€” โ€” โ€”
#60554
 7 4 โ€” 29% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
JBa
 8 10 โ€” 88% โ€” โ€” โ€”
phzy
 8 12 โ€” 25% โ€” โ€” โ€”
Sonic
 2 11 โ€” 100% โ€” โ€” โ€”
stanislaw
 3 12 โ€” 100% โ€” โ€” โ€”
susp
 3 12 โ€” 33% โ€” โ€” โ€”
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ nicx t1
23 14 โ€” 1.64 52% โ€” โ€” โ€”
ogwizard t1
22 12 โ€” 1.83 27% โ€” โ€” โ€”
#00630 t1
20 14 โ€” 1.43 40% โ€” โ€” โ€”
JBa t2
17 18 โ€” 0.94 53% โ€” โ€” โ€”
Experative t1
17 11 โ€” 1.55 41% โ€” โ€” โ€”
phzy t2
16 17 โ€” 0.94 19% โ€” โ€” โ€”
#60554 t1
12 13 โ€” 0.92 25% โ€” โ€” โ€”
Sonic t2
9 19 โ€” 0.47 44% โ€” โ€” โ€”
stanislaw t2
9 20 โ€” 0.45 89% โ€” โ€” โ€”
susp t2
9 16 โ€” 0.56 67% โ€” โ€” โ€”
Player Awards
🔫
Top Fragger
nicx
23 kills
🎯
Headshot Machine
nicx
52% HS
23K
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
⭐
nicx
23 14 โ€” 1.64 52% โ€” โ€” โ€”
ogwizard
22 12 โ€” 1.83 27% โ€” โ€” โ€”
#00630
20 14 โ€” 1.43 40% โ€” โ€” โ€”
Experative
17 11 โ€” 1.55 41% โ€” โ€” โ€”
#60554
12 13 โ€” 0.92 25% โ€” โ€” โ€”
JBa
17 18 โ€” 0.94 53% โ€” โ€” โ€”
phzy
16 17 โ€” 0.94 19% โ€” โ€” โ€”
Sonic
9 19 โ€” 0.47 44% โ€” โ€” โ€”
stanislaw
9 20 โ€” 0.45 89% โ€” โ€” โ€”
susp
9 16 โ€” 0.56 67% โ€” โ€” โ€”
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 $4350 | CT $4000
Round 3
T $1000 | CT $19700
Round 4
T $23500 | CT $24150
Round 5
T $20200 | CT $27050
Round 6
T $23200 | CT $18650
Round 7
T $4500 | CT $27950
Round 8
T $24000 | CT $29400
Round 9
T $7600 | CT $30850
Round 10
T $26150 | CT $31050
Round 11
T $22800 | CT $30750
Round 12
T $8200 | CT $30050
Round 13
T $27650 | CT $30000
Round 14
T $3650 | CT $4300
Round 15
T $2000 | CT $20650
HT
Round 16
T $22750 | CT $25500
Round 17
T $8200 | CT $29800
Round 18
T $25400 | CT $30750
Round 19
T $25100 | CT $16750
Round 20
T $23250 | CT $11150
LAG Eco Rating: 11.0
Eco rounds
2/3 W (67%)
Force buy
0/1 W (0%)
Full buy
12 rounds
Avg Equip
$22288
Util Dmg
0.00
0.0/rd
Opening K
16
100%/rd
Trade Kill Rate 41%
Headshot% 43%
2K
0
3K
2
4K
4
5K
13
Wildcard Eco Rating: 6.0
Eco rounds
1/6 W (17%)
Force buy
0/3 W (0%)
Full buy
10 rounds
Avg Equip
$15338
Util Dmg
0.00
0.0/rd
Opening K
5
26%/rd
Trade Kill Rate 66%
Headshot% 43%
2K
5
3K
2
4K
2
5K
7
CQ Feature Intelligence 534 features
null: 42.0% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs 50.0%
WR 90d
38.5% vs 50.0%
Rating 30d
โ€” vs 1.32
Map Intelligence
CT WR 90d
51.1% vs 57.8%
T WR 90d
53.7% vs 45.6%
Pool Depth
2.0 vs โ€”
Team Dynamics
Days Rest
31.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
โ€” vs 0.51
Elo ฮ” -85
Elo Win% 38.0%
LAG Eco Rating: 11.0
Economy Mastery
Eco Win%
67%
Force Win%
0%
Kill Quality
Headshot%
43%
Trade Rate
41%
Opening K/Rd
100%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
0
3K
2
4K
4
5K
13
Multi-Kill Score: 68
Wildcard Eco Rating: 6.0
Economy Mastery
Eco Win%
17%
Force Win%
0%
Kill Quality
Headshot%
43%
Trade Rate
66%
Opening K/Rd
26%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
5
3K
2
4K
2
5K
7
Multi-Kill Score: 43
Quantum Locked

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

Current: 42.0% null Target: <10%
More features will unlock as demo parsing progresses
Wildcard
7 โ€“ 3
LAG
Recent Meetings
Wildcard 2 โ€“ 0 LAG Mar 2026 Wildcard 0 โ€“ 3 LAG Feb 2026 LAG 0 โ€“ 3 Wildcard Feb 2026 Wildcard 3 โ€“ 0 LAG Jul 2025 Wildcard 0 โ€“ 1 LAG Jul 2024
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 $4350 | CT $4000
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $1000 | CT $19700
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $23500 | CT $24150
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $20200 | CT $27050
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $23200 | CT $18650
T buy: full_buy CT buy: half_buy
Round 7 7 โ€” 1st half
T $4500 | CT $27950
T buy: eco CT buy: full_buy
Round 8 8 โ€” 1st half
T $24000 | CT $29400
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $7600 | CT $30850
T buy: force_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $26150 | CT $31050
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $22800 | CT $30750
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $8200 | CT $30050
T buy: force_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $27650 | CT $30000
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $3650 | CT $4300
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $2000 | CT $20650
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $22750 | CT $25500
T buy: full_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $8200 | CT $29800
T buy: force_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $25400 | CT $30750
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25100 | CT $16750
T buy: full_buy CT buy: half_buy Bomb planted
Round 20 20 โ€” 2nd half
T $23250 | CT $11150
T buy: full_buy CT buy: force_buy Bomb planted