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 13 Aug 2022 21:51 UTC
Wings Up
Wings Up
Elo 1469
0 โ€“ 1
Winner: Lynn Vision
Lynn Vision
Lynn Vision
Elo 1531
CS:GO
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF CORRECT
Wings Up 41.8% 58.2% Lynn Vision
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
? โ€“ ?
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
z4kr1337
24
kills
ADR 102.7
Top Assist
exproQ.
7
assists
2 flash
Best ADR
z4kr1337
102.7
avg dmg/rd
24K 10D
Best KAST
5EArena Dilraba
100.0%
KAST
0K 0D
Most HS
ๅฐๆฏ’็˜ค1
10
headshots
59% HS rate
Best K/D
z4kr1337
2.40
K/D ratio
24K 10D
de_ancient
ancient
? โ€“ ?
Lynn Vision WON
Round Timeline
CT win T win
HT
๐Ÿ“Š
Player stats not yet available
Appears after demo parsing completes
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
z4kr1337 t1
24 10 5 2.40 33% 102.7 87.5% 24
Starry-v- t1
20 14 4 1.43 40% 94.2 95.8% 24
exproQ. t1
18 11 7 1.64 39% 83.7 91.7% 24
ๅฐๆฏ’็˜ค1 t1
17 14 7 1.21 59% 88.5 79.2% 24
ๅฟ้‡Žๅฟ t2
16 17 1 0.94 12% 69.2 66.7% 24
girlswantgirls t1
13 9 2 1.44 23% 64.8 83.3% 24
B1NGO- t2
12 19 6 0.63 42% 68.9 75.0% 24
ๅญ่ฑชChildKing t2
12 20 3 0.60 67% 70.1 62.5% 24
MarT1n t2
9 20 0 0.45 78% 44.5 75.0% 24
gas t2
9 16 2 0.56 67% 53.5 66.7% 24
5EArena Dilraba t2
0 0 0 0.00 0% โ€” 100.0% 24
5EArena YuCR t2
0 0 0 0.00 0% โ€” 100.0% 24
Player Awards
🔫
Top Fragger
z4kr1337
24 kills
🎯
Headshot Machine
z4kr1337
33% 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
ๅฟ้‡Žๅฟ
16 17 1 0.94 12% 69.2 66.7% 0.38
B1NGO-
12 19 6 0.63 42% 68.9 75.0% 0.34
ๅญ่ฑชChildKing
12 20 3 0.60 67% 70.1 62.5% 0.34
MarT1n
9 20 0 0.45 78% 44.5 75.0% 0.29
gas
9 16 2 0.56 67% 53.5 66.7% 0.32
z4kr1337
24 10 5 2.40 33% 102.7 87.5% 0.75
Starry-v-
20 14 4 1.43 40% 94.2 95.8% 0.64
exproQ.
18 11 7 1.64 39% 83.7 91.7% 0.61
ๅฐๆฏ’็˜ค1
17 14 7 1.21 59% 88.5 79.2% 0.56
girlswantgirls
13 9 2 1.44 23% 64.8 83.3% 0.47
de_ancient ancient 24 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $0 | CT $0
Round 3
T $0 | CT $0
Round 4
T $0 | CT $0
Round 5
T $0 | CT $0
Round 6
T $0 | CT $0
Round 7
T $0 | CT $0
Round 8
T $0 | CT $0
Round 9
T $0 | CT $0
Round 10
T $0 | CT $0
Round 11
T $0 | CT $0
Round 12
T $0 | CT $0
Round 13
T $0 | CT $0
Round 14
T $0 | CT $0
Round 15
T $0 | CT $0
HT
Round 16
T $0 | CT $0
Round 17
T $0 | CT $0
Round 18
T $0 | CT $0
Round 19
T $0 | CT $0
Round 20
T $0 | CT $0
Round 21
T $0 | CT $0
Round 22
T $0 | CT $0
Round 23
T $0 | CT $0
Round 24
T $0 | CT $0
Lynn Vision Eco Rating: 4.2
Avg Equip
$
Util Dmg
1.00
1.0/rd
Opening K
17
1700%/rd
Trade Kill Rate 21%
Headshot% 42%
2K
3
3K
1
4K
2
5K
16
Wings Up Eco Rating: 5.1
Avg Equip
$
Util Dmg
4.00
4.0/rd
Opening K
7
700%/rd
Trade Kill Rate 43%
Headshot% 51%
2K
7
3K
3
4K
3
5K
5
Lynn Vision Eco Rating: 4.2
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
42%
Trade Rate
21%
Opening K/Rd
1700%
Util Dmg/Rd
1.0
Multi-Kill Rounds
2K
3
3K
1
4K
2
5K
16
Multi-Kill Score: 75
Wings Up Eco Rating: 5.1
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
51%
Trade Rate
43%
Opening K/Rd
700%
Util Dmg/Rd
4.0
Multi-Kill Rounds
2K
7
3K
3
4K
3
5K
5
Multi-Kill Score: 42
Quantum Locked

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

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 $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 3 3 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 4 4 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 5 5 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 6 6 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 7 7 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 8 8 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 9 9 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 10 10 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 11 11 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 12 12 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 13 13 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 14 14 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 15 15 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
HT
Round 16 16 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 17 17 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 18 18 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 19 19 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 20 20 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 21 21 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 22 22 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted
Round 23 23 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 24 24 โ€” 2nd half
T $0 | CT $0
T buy: โ€” CT buy: โ€” Bomb planted