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.

eXTREMESLAND 2023ยท A-TIER ONLINE BO3
FINAL 28 Jan 2024 19:52 UTC
Lynn Vision
Lynn Vision
Elo 1531
2 โ€“ 0
Winner: Lynn Vision
TYLOO
TYLOO
CN
Elo 1705
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 54% CONF WRONG
Lynn Vision 46.0% 54.0% TYLOO
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
+29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
nuke
13 โ€“ 4
10|3vs2|2
Lynn Vision
anubis
13 โ€“ 7
6|7vs1|6
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
JamYoung
29
kills
ADR 95.1
Top Assist
westmelon
14
assists
1 flash
Best ADR
JamYoung
95.1
avg dmg/rd
29K 27D
Best KAST
EmiliaQAQ
89.2%
KAST
26K 22D
Most HS
JamYoung
19
headshots
66% HS rate
Best K/D
Jee
1.86
K/D ratio
26K 14D
de_nuke
nuke
13 โ€“ 4
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
JamYoung
17 14 5 1.21 82% 130.3 88.2% 0.74
Mercury
10 14 3 0.71 50% 77.4 64.7% 0.37
advent
10 12 2 0.83 50% 67.4 76.5% 0.42
kaze
5 12 3 0.42 40% 49.3 76.5% 0.25
aumaN
4 15 2 0.27 75% 43.5 41.2% 0.12
CT SIDE
EmiliaQAQ
17 11 5 1.55 65% 117.1 82.4% 0.74
Jee
14 6 2 2.33 43% 83.5 88.2% 0.67
westmelon
14 9 6 1.56 57% 100.8 88.2% 0.67
z4KR
12 11 4 1.09 58% 88.6 88.2% 0.56
Starry
10 9 2 1.11 40% 61.4 70.6% 0.43
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
JamYoung
11 9 3 82% 124.4 91.7% 0.73
Mercury
7 10 3 71% 82.3 58.3% 0.39
advent
9 9 1 56% 79.8 75.0% 0.5
kaze
1 10 3 100% 32.2 75.0% 0.17
aumaN
2 10 2 100% 38.2 41.7% 0.14
1ST HALF โ€” CT SIDE
EmiliaQAQ
15 7 3 60% 131.3 83.3% 0.88
Jee
7 3 1 29% 67.2 83.3% 0.54
westmelon
10 7 5 60% 106.5 83.3% 0.66
z4KR
7 7 2 43% 71.1 83.3% 0.47
Starry
9 6 2 33% 75.5 75.0% 0.54
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
JamYoung
6 5 2 83% 144.4 80.0% 0.78
Mercury
3 4 0 0% 65.4 80.0% 0.33
advent
1 3 1 0% 37.6 80.0% 0.17
kaze
4 2 0 25% 90.4 80.0% 0.61
aumaN
2 5 0 50% 56.2 40.0% 0.14
2ND HALF โ€” T SIDE
EmiliaQAQ
2 4 2 100% 83.0 80.0% 0.41
Jee
7 3 1 57% 122.6 100.0% 0.97
westmelon
4 2 1 50% 87.2 100.0% 0.7
z4KR
5 4 2 80% 130.6 100.0% 0.78
Starry
1 3 0 100% 27.6 60.0% 0.25
Highlights available for subscribers Sign in
de_anubis
anubis
13 โ€“ 7
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
kaze
20 12 3 1.67 40% 101.8 85.0% 0.7
Mercury
12 14 5 0.86 67% 83.2 95.0% 0.52
JamYoung
12 13 3 0.92 42% 65.2 75.0% 0.42
advent
8 15 2 0.53 88% 59.0 75.0% 0.36
aumaN
6 16 4 0.38 50% 55.6 70.0% 0.23
CT SIDE
Starry
16 10 2 1.60 38% 80.2 80.0% 0.59
z4KR
15 12 3 1.25 60% 95.8 80.0% 0.59
westmelon
14 16 8 0.88 57% 85.6 75.0% 0.48
Jee
12 8 1 1.50 33% 62.5 85.0% 0.51
EmiliaQAQ
9 11 9 0.82 56% 66.2 95.0% 0.46
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
kaze
12 6 3 50% 103.4 91.7% 0.76
Mercury
9 8 4 78% 100.9 100.0% 0.66
JamYoung
6 7 2 67% 57.2 66.7% 0.4
advent
6 8 2 83% 70.5 83.3% 0.46
aumaN
5 10 2 60% 56.2 66.7% 0.28
1ST HALF โ€” CT SIDE
Starry
11 8 0 45% 87.5 66.7% 0.58
z4KR
9 6 1 44% 87.4 75.0% 0.57
westmelon
6 10 6 50% 62.9 66.7% 0.31
Jee
7 8 1 29% 64.6 75.0% 0.39
EmiliaQAQ
6 6 6 50% 77.5 100.0% 0.52
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
kaze
8 6 0 25% 99.2 75.0% 0.6
Mercury
3 6 1 33% 56.5 87.5% 0.3
JamYoung
6 6 1 17% 77.4 87.5% 0.47
advent
2 7 0 100% 41.6 62.5% 0.22
aumaN
1 6 2 0% 54.9 75.0% 0.1
2ND HALF โ€” T SIDE
Starry
5 2 2 20% 69.1 100.0% 0.59
z4KR
6 6 2 83% 108.5 87.5% 0.62
westmelon
8 6 2 62% 119.6 87.5% 0.72
Jee
5 0 0 40% 59.2 100.0% 0.68
EmiliaQAQ
3 5 3 67% 49.2 87.5% 0.37
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
JamYoung t2
29 27 8 1.07 66% 95.1 81.1% 37
westmelon t1
28 25 14 1.12 57% 92.6 81.1% 37
z4KR t1
27 23 7 1.17 59% 92.5 83.8% 37
Starry t1
26 19 4 1.37 38% 71.5 75.7% 37
EmiliaQAQ t1
26 22 14 1.18 62% 89.6 89.2% 37
Jee t1
26 14 3 1.86 38% 72.1 86.5% 37
kaze t2
25 24 6 1.04 40% 77.6 81.1% 37
Mercury t2
22 28 8 0.79 59% 80.5 81.1% 37
advent t2
18 27 4 0.67 67% 62.8 75.7% 37
aumaN t2
10 31 6 0.32 60% 50.1 56.8% 37
Player Awards
🔫
Top Fragger
JamYoung
29 kills
🎯
Headshot Machine
JamYoung
66% HS
29K
Per-Map Player Stats per map ยท sorted by kills
de_nuke nuke 10 players
Player K D A K/D HS% ADR KAST% Impact
JamYoung
17 14 5 1.21 82% 130.3 88.2% 0.74
Mercury
10 14 3 0.71 50% 77.4 64.7% 0.37
advent
10 12 2 0.83 50% 67.4 76.5% 0.42
kaze
5 12 3 0.42 40% 49.3 76.5% 0.25
aumaN
4 15 2 0.27 75% 43.5 41.2% 0.12
EmiliaQAQ
17 11 5 1.55 65% 117.1 82.4% 0.74
Jee
14 6 2 2.33 43% 83.5 88.2% 0.67
westmelon
14 9 6 1.56 57% 100.8 88.2% 0.67
z4KR
12 11 4 1.09 58% 88.6 88.2% 0.56
Starry
10 9 2 1.11 40% 61.4 70.6% 0.43
de_anubis anubis 10 players
Player K D A K/D HS% ADR KAST% Impact
kaze
20 12 3 1.67 40% 101.8 85.0% 0.7
Mercury
12 14 5 0.86 67% 83.2 95.0% 0.52
JamYoung
12 13 3 0.92 42% 65.2 75.0% 0.42
advent
8 15 2 0.53 88% 59.0 75.0% 0.36
aumaN
6 16 4 0.38 50% 55.6 70.0% 0.23
Starry
16 10 2 1.60 38% 80.2 80.0% 0.59
z4KR
15 12 3 1.25 60% 95.8 80.0% 0.59
westmelon
14 16 8 0.88 57% 85.6 75.0% 0.48
Jee
12 8 1 1.50 33% 62.5 85.0% 0.51
EmiliaQAQ
9 11 9 0.82 56% 66.2 95.0% 0.46
de_anubis anubis 22 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 $4250 | CT $4500
Round 4
T $1700 | CT $18900
Round 5
T $22000 | CT $24600
Round 6
T $25800 | CT $26900
Round 7
T $25350 | CT $27200
Round 8
T $6050 | CT $26100
Round 9
T $25950 | CT $29450
Round 10
T $27250 | CT $29400
Round 11
T $27550 | CT $27500
Round 12
T $27750 | CT $1000
Round 13
T $27250 | CT $29800
Round 14
T $27450 | CT $29750
Round 15
T $4100 | CT $4500
HT
Round 16
T $19850 | CT $3950
Round 17
T $20450 | CT $1700
Round 18
T $24000 | CT $28550
Round 19
T $25300 | CT $11400
Round 20
T $27350 | CT $28750
Round 21
T $26650 | CT $29450
Round 22
T $27650 | CT $29250
de_nuke nuke 18 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4200 | CT $4500
Round 3
T $19450 | CT $1000
Round 4
T $20850 | CT $22800
Round 5
T $22800 | CT $27100
Round 6
T $4800 | CT $28300
Round 7
T $21100 | CT $27850
Round 8
T $6900 | CT $30150
Round 9
T $27150 | CT $30750
Round 10
T $24900 | CT $30550
Round 11
T $25100 | CT $31150
Round 12
T $10150 | CT $31650
Round 13
T $24200 | CT $34300
Round 14
T $5050 | CT $4500
Round 15
T $16300 | CT $9350
HT
Round 16
T $12500 | CT $24050
Round 17
T $25500 | CT $17150
Round 18
T $14300 | CT $25250
Lynn Vision Eco Rating: 12.6
Eco rounds
2/5 W (40%)
Force buy
1/4 W (25%)
Full buy
19 rounds
Avg Equip
$19161
Util Dmg
1.00
0.0/rd
Opening K
9
32%/rd
Trade Kill Rate 41%
Headshot% 61%
2K
1
3K
1
4K
2
5K
16
TYLOO Eco Rating: 10.2
Eco rounds
1/8 W (12%)
Force buy
1/2 W (50%)
Full buy
25 rounds
Avg Equip
$21434
Util Dmg
3.00
0.1/rd
Opening K
13
37%/rd
Trade Kill Rate 45%
Headshot% 40%
2K
0
3K
1
4K
4
5K
15
Lynn Vision Eco Rating: 12.6
Economy Mastery
Eco Win%
40%
Force Win%
25%
Kill Quality
Headshot%
61%
Trade Rate
41%
Opening K/Rd
32%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
1
3K
1
4K
2
5K
16
Multi-Kill Score: 73
TYLOO Eco Rating: 10.2
Economy Mastery
Eco Win%
12%
Force Win%
50%
Kill Quality
Headshot%
40%
Trade Rate
45%
Opening K/Rd
37%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
0
3K
1
4K
4
5K
15
Multi-Kill Score: 74
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_anubis anubis 22 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€”
Round 3 3 โ€” 1st half
T $4250 | CT $4500
T buy: eco CT buy: eco
Round 4 4 โ€” 1st half
T $1700 | CT $18900
T buy: eco CT buy: half_buy
Round 5 5 โ€” 1st half
T $22000 | CT $24600
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $25800 | CT $26900
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $25350 | CT $27200
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $6050 | CT $26100
T buy: force_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $25950 | CT $29450
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27250 | CT $29400
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27550 | CT $27500
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27750 | CT $1000
T buy: full_buy CT buy: eco Bomb planted
Round 13 13 โ€” 1st half
T $27250 | CT $29800
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $27450 | CT $29750
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $4100 | CT $4500
T buy: eco CT buy: eco Bomb planted
HT
Round 16 16 โ€” 2nd half
T $19850 | CT $3950
T buy: half_buy CT buy: eco
Round 17 17 โ€” 2nd half
T $20450 | CT $1700
T buy: half_buy CT buy: eco Bomb planted
Round 18 18 โ€” 2nd half
T $24000 | CT $28550
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25300 | CT $11400
T buy: full_buy CT buy: force_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27350 | CT $28750
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $26650 | CT $29450
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $27650 | CT $29250
T buy: full_buy CT buy: full_buy Bomb planted
de_nuke nuke 18 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 $4200 | CT $4500
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19450 | CT $1000
T buy: half_buy CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $20850 | CT $22800
T buy: half_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $22800 | CT $27100
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $4800 | CT $28300
T buy: eco CT buy: full_buy
Round 7 7 โ€” 1st half
T $21100 | CT $27850
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $6900 | CT $30150
T buy: force_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27150 | CT $30750
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $24900 | CT $30550
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25100 | CT $31150
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $10150 | CT $31650
T buy: force_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $24200 | CT $34300
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $5050 | CT $4500
T buy: force_buy CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $16300 | CT $9350
T buy: half_buy CT buy: force_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $12500 | CT $24050
T buy: half_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $25500 | CT $17150
T buy: full_buy CT buy: half_buy
Round 18 18 โ€” 2nd half
T $14300 | CT $25250
T buy: half_buy CT buy: full_buy Bomb planted