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 49 Asia-Pacificยท A-TIER ONLINE BO3
FINAL 26 Feb 2025 15:08 UTC
Rare Atom
Rare Atom
CN
Elo 1581
0 โ€“ 1
Winner: Lynn Vision
Lynn Vision
Lynn Vision
Elo 1531
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 52% CONF WRONG
Rare Atom 52.1% 47.9% Lynn Vision
Why this prediction?
+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
โˆ’29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
ancient
10 โ€“ 13
5|5vs6|7
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
z4KR1114
26
kills
ADR 112.0
Top Assist
C4LLM3SUE
10
assists
0 flash
Best ADR
L1haNg
117.6
avg dmg/rd
22K 19D
Best KAST
C4LLM3SUE
87.5%
KAST
17K 15D
Most HS
Emil1aQAQ
13
headshots
72% HS rate
Best K/D
z4KR1114
1.73
K/D ratio
26K 15D
de_ancient
ancient
10 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
 26 15 6 1.73 27% 112.0 83.3% 0.72
Emil1aQAQ
 18 16 8 1.12 72% 86.3 75.0% 0.56
C4LLM3SUE
 17 15 10 1.13 47% 96.5 87.5% 0.57
Starryo1o3-
 15 18 8 0.83 47% 73.9 83.3% 0.45
We5tmeloN
 13 17 6 0.76 69% 69.2 62.5% 0.39
CT SIDE
L1haNg
 22 19 8 1.16 45% 117.6 83.3% 0.63
DxANGEROUS
 22 13 6 1.69 36% 112.4 75.0% 0.66
suMMMMMer-
 15 19 4 0.79 53% 78.1 75.0% 0.43
SOMEBODYGO1
 12 20 10 0.60 58% 69.1 75.0% 0.35
kaze-
 9 17 4 0.53 44% 48.2 58.3% 0.24
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
z4KR1114
 16 8 4 25% 123.2 84.6% 0.8
Emil1aQAQ
 9 9 6 78% 83.4 84.6% 0.56
C4LLM3SUE
 9 9 7 44% 98.8 84.6% 0.53
Starryo1o3-
 10 10 3 50% 81.2 76.9% 0.5
We5tmeloN
 4 9 5 100% 62.8 53.8% 0.31
1ST HALF โ€” CT SIDE
L1haNg
 13 10 5 31% 113.0 84.6% 0.65
DxANGEROUS
 8 6 5 50% 88.4 84.6% 0.56
suMMMMMer-
 9 11 2 44% 88.3 76.9% 0.45
SOMEBODYGO1
 6 11 4 50% 64.9 76.9% 0.32
kaze-
 8 9 3 50% 79.5 69.2% 0.44
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
z4KR1114
 10 7 2 30% 98.7 81.8% 0.62
Emil1aQAQ
 9 7 2 67% 89.7 63.6% 0.57
C4LLM3SUE
 8 6 3 50% 93.8 90.9% 0.61
Starryo1o3-
 5 8 5 40% 65.2 90.9% 0.37
We5tmeloN
 9 8 1 56% 76.8 72.7% 0.53
2ND HALF โ€” T SIDE
L1haNg
 9 9 3 67% 123.0 81.8% 0.61
DxANGEROUS
 14 7 1 29% 140.8 63.6% 0.8
suMMMMMer-
 6 8 2 67% 66.0 72.7% 0.41
SOMEBODYGO1
 6 9 6 67% 74.1 72.7% 0.39
kaze-
 1 8 1 0% 11.3 45.5% -0.05
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 t2
26 15 6 1.73 27% 112.0 83.3% 24
L1haNg t1
22 19 8 1.16 45% 117.6 83.3% 24
DxANGEROUS t1
22 13 6 1.69 36% 112.4 75.0% 24
Emil1aQAQ t2
18 16 8 1.12 72% 86.3 75.0% 24
C4LLM3SUE t2
17 15 10 1.13 47% 96.5 87.5% 24
Starryo1o3- t2
15 18 8 0.83 47% 73.9 83.3% 24
suMMMMMer- t1
15 19 4 0.79 53% 78.1 75.0% 24
We5tmeloN t2
13 17 6 0.76 69% 69.2 62.5% 24
SOMEBODYGO1 t1
12 20 10 0.60 58% 69.1 75.0% 24
kaze- t1
9 17 4 0.53 44% 48.2 58.3% 24
Player Awards
🔫
Top Fragger
z4KR1114
26 kills
🎯
Headshot Machine
z4KR1114
27% HS
26K
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
26 15 6 1.73 27% 112.0 83.3% 0.72
Emil1aQAQ
18 16 8 1.12 72% 86.3 75.0% 0.56
C4LLM3SUE
17 15 10 1.13 47% 96.5 87.5% 0.57
Starryo1o3-
15 18 8 0.83 47% 73.9 83.3% 0.45
We5tmeloN
13 17 6 0.76 69% 69.2 62.5% 0.39
L1haNg
22 19 8 1.16 45% 117.6 83.3% 0.63
DxANGEROUS
22 13 6 1.69 36% 112.4 75.0% 0.66
suMMMMMer-
15 19 4 0.79 53% 78.1 75.0% 0.43
SOMEBODYGO1
12 20 10 0.60 58% 69.1 75.0% 0.35
kaze-
9 17 4 0.53 44% 48.2 58.3% 0.24
de_ancient ancient 24 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $5250 | CT $4250
Round 3
T $19750 | CT $12250
Round 4
T $20550 | CT $1200
Round 5
T $27350 | CT $25050
Round 6
T $27650 | CT $2250
Round 7
T $27650 | CT $27950
Round 8
T $27650 | CT $26450
Round 9
T $5900 | CT $27300
Round 10
T $25150 | CT $27500
Round 11
T $27550 | CT $26400
Round 12
T $19100 | CT $27300
Round 13
T $16850 | CT $30400
Round 14
T $4350 | CT $4400
Round 15
T $1500 | CT $18750
HT
Round 16
T $21400 | CT $27200
Round 17
T $26100 | CT $12700
Round 18
T $27750 | CT $6300
Round 19
T $26100 | CT $24100
Round 20
T $25400 | CT $27400
Round 21
T $27750 | CT $1800
Round 22
T $25300 | CT $24950
Round 23
T $20100 | CT $28450
Round 24
T $17300 | CT $28300
Rare Atom Eco Rating: 10.0
Eco rounds
0/3 W (0%)
Force buy
1/2 W (50%)
Full buy
12 rounds
Avg Equip
$19863
Util Dmg
5.00
0.3/rd
Opening K
10
59%/rd
Trade Kill Rate 43%
Headshot% 50%
2K
2
3K
5
4K
5
5K
8
Lynn Vision Eco Rating: 7.7
Eco rounds
2/6 W (33%)
Force buy
0/2 W (0%)
Full buy
14 rounds
Avg Equip
$18579
Util Dmg
3.00
0.1/rd
Opening K
15
68%/rd
Trade Kill Rate 43%
Headshot% 44%
2K
6
3K
1
4K
3
5K
12
CQ Feature Intelligence 534 features
null: 36.3% โฌก Gold
Form (30d / 90d)
WR 30d
45.5% vs 60.0%
WR 90d
39.4% vs 56.2%
Rating 30d
1.21 vs 1.18
Form Slope
โ†“-0.020 vs โ†“-0.010
Map Intelligence
CT WR 90d
52.2% vs 51.0%
T WR 90d
54.7% vs 54.3%
Pool Depth
4.0 vs 3.0
Team Dynamics
Days Rest
โ€”d vs 7.0d
Roster Stab
โ€” vs โ€”
Synergy
0.43 vs 0.64
Elo ฮ” +72
Elo Win% 60.2%
Rare Atom Eco Rating: 10.0
Economy Mastery
Eco Win%
0%
Force Win%
50%
Kill Quality
Headshot%
50%
Trade Rate
43%
Opening K/Rd
59%
Util Dmg/Rd
0.3
Multi-Kill Rounds
2K
2
3K
5
4K
5
5K
8
Multi-Kill Score: 59
Lynn Vision Eco Rating: 7.7
Economy Mastery
Eco Win%
33%
Force Win%
0%
Kill Quality
Headshot%
44%
Trade Rate
43%
Opening K/Rd
68%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
6
3K
1
4K
3
5K
12
Multi-Kill Score: 65
Quantum Locked

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

Current: 36.3% null Target: <10%
More features will unlock as demo parsing progresses
Rare Atom
9 โ€“ 11
Lynn Vision
Recent Meetings
Lynn Vision 1 โ€“ 0 Rare Atom Apr 2026 Lynn Vision 3 โ€“ 0 Rare Atom Mar 2026 Rare Atom 3 โ€“ 0 Lynn Vision Feb 2026 Rare Atom 0 โ€“ 5 Lynn Vision Nov 2025 Rare Atom 0 โ€“ 3 Lynn Vision Nov 2025
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 24 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 $5250 | CT $4250
T buy: force_buy CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19750 | CT $12250
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $20550 | CT $1200
T buy: half_buy CT buy: eco Bomb planted
Round 5 5 โ€” 1st half
T $27350 | CT $25050
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $27650 | CT $2250
T buy: full_buy CT buy: eco
Round 7 7 โ€” 1st half
T $27650 | CT $27950
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $27650 | CT $26450
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $5900 | CT $27300
T buy: force_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $25150 | CT $27500
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27550 | CT $26400
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $19100 | CT $27300
T buy: half_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $16850 | CT $30400
T buy: half_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4350 | CT $4400
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1500 | CT $18750
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $21400 | CT $27200
T buy: half_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $26100 | CT $12700
T buy: full_buy CT buy: half_buy Bomb planted
Round 18 18 โ€” 2nd half
T $27750 | CT $6300
T buy: full_buy CT buy: force_buy
Round 19 19 โ€” 2nd half
T $26100 | CT $24100
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $25400 | CT $27400
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $27750 | CT $1800
T buy: full_buy CT buy: eco Bomb planted
Round 22 22 โ€” 2nd half
T $25300 | CT $24950
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $20100 | CT $28450
T buy: half_buy CT buy: full_buy Bomb planted
Round 24 24 โ€” 2nd half
T $17300 | CT $28300
T buy: half_buy CT buy: full_buy