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 Pro League Season 18· S-TIER ONLINE BO3
FINAL 24 Sep 2023 20:01 UTC
Lynn Vision
Lynn Vision
Elo 1531
0 – 2
Winner: Liquid
Liquid
Liquid
Elo 1789
CS:GO
CQ-GESUS CS2-APEX SHAP
AUC 0.702 51% CONF WRONG
Lynn Vision 51.0% 49.0% Liquid
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
13 – 16
Liquid
anubis
17 – 19
Liquid
Match Highlights Demo parsed
Top Performers
Top Fragger
EmiliaQAQ
52
kills
ADR 98.3
Top Assist
Patsi
17
assists
2 flash
Best ADR
EmiliaQAQ
98.3
avg dmg/rd
52K 52D
Best KAST
@reLazffs
100.0%
KAST
0K 0D
Most HS
EmiliaQAQ
38
headshots
73% HS rate
Best K/D
NAF
1.29
K/D ratio
49K 38D
de_ancient
ancient
13 – 16
Liquid WON
Round Timeline
CT win T win
HT
Round — Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
YEKINDAR
 26 17 5 1.53 65% 96.4 71.4% 0.66
Rainwaker
 22 18 4 1.22 27% 94.5 75.0% 0.53
NAF
 18 14 6 1.29 39% 82.7 78.6% 0.52
Patsi
 18 19 5 0.95 28% 78.7 82.1% 0.45
oSee
 17 12 4 1.42 35% 58.3 82.1% 0.49
CT SIDE
EmiliaQAQ
 22 23 5 0.96 73% 95.1 75.0% 0.55
westmelon
 21 19 4 1.11 52% 75.3 75.0% 0.51
Starry
 18 20 6 0.90 61% 81.6 64.3% 0.45
Jee
 10 18 5 0.56 10% 53.3 78.6% 0.26
z4kr
 9 22 4 0.41 56% 54.5 67.9% 0.24
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
YEKINDAR
 11 11 2 82% 85.4 57.1% 0.51
Rainwaker
 8 12 0 50% 68.9 50.0% 0.3
NAF
 8 9 1 25% 77.1 71.4% 0.4
Patsi
 6 11 1 0% 53.3 78.6% 0.23
oSee
 7 8 3 29% 48.8 71.4% 0.35
1ST HALF — CT SIDE
EmiliaQAQ
 17 10 2 76% 139.1 78.6% 0.85
westmelon
 11 7 2 55% 74.4 71.4% 0.58
Starry
 8 8 3 62% 78.5 64.3% 0.46
Jee
 9 6 1 11% 76.7 85.7% 0.51
z4kr
 6 10 2 67% 69.6 71.4% 0.36
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
YEKINDAR
 15 6 3 53% 107.3 85.7% 0.81
Rainwaker
 14 6 4 14% 120.1 100.0% 0.77
NAF
 10 5 5 50% 88.3 85.7% 0.64
Patsi
 12 8 4 42% 104.1 85.7% 0.65
oSee
 10 4 1 40% 67.9 92.9% 0.63
2ND HALF — T SIDE
EmiliaQAQ
 5 13 3 60% 51.1 71.4% 0.23
westmelon
 10 12 2 50% 76.2 78.6% 0.45
Starry
 10 12 3 60% 84.8 64.3% 0.44
Jee
 1 12 4 0% 29.9 71.4% -0.0
z4kr
 3 12 2 33% 39.4 64.3% 0.11
Highlights available for subscribers Sign in
de_anubis
anubis
17 – 19
OT Liquid WON
Round Timeline
CT win T win
HT
OT
Round — Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
z4kr
 31 26 8 1.19 74% 108.2 77.1% 0.64
EmiliaQAQ
 30 29 11 1.03 73% 100.8 82.9% 0.61
Starry
 23 24 0 0.96 52% 77.6 68.6% 0.46
westmelon
 22 24 11 0.92 68% 80.5 80.0% 0.5
Jee
 18 17 4 1.06 22% 58.9 88.6% 0.43
CT SIDE
NAF
 31 24 6 1.29 23% 95.4 85.7% 0.58
Patsi
 23 23 12 1.00 26% 91.5 80.0% 0.47
oSee
 22 25 7 0.88 9% 77.8 74.3% 0.38
Rainwaker
 22 26 9 0.85 45% 77.5 65.7% 0.41
YEKINDAR
 20 25 9 0.80 45% 71.5 77.1% 0.41
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
z4kr
 17 12 3 71% 114.7 88.2% 0.74
EmiliaQAQ
 19 14 3 74% 121.4 88.2% 0.77
Starry
 12 12 0 50% 78.4 64.7% 0.46
westmelon
 10 12 5 60% 78.0 82.4% 0.47
Jee
 8 7 3 25% 49.7 100.0% 0.45
1ST HALF — CT SIDE
NAF
 13 12 2 15% 84.1 88.2% 0.5
Patsi
 5 12 6 20% 57.8 76.5% 0.23
oSee
 15 12 2 7% 94.2 70.6% 0.51
Rainwaker
 9 16 5 22% 82.2 64.7% 0.27
YEKINDAR
 13 13 3 46% 87.8 82.4% 0.52
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
z4kr
 14 14 5 79% 102.1 66.7% 0.56
EmiliaQAQ
 11 15 8 73% 81.4 77.8% 0.45
Starry
 11 12 0 55% 76.9 72.2% 0.45
westmelon
 12 12 6 75% 82.9 77.8% 0.53
Jee
 10 10 1 20% 67.5 77.8% 0.41
2ND HALF — T SIDE
NAF
 18 12 4 28% 106.0 83.3% 0.66
Patsi
 18 11 6 28% 123.4 83.3% 0.7
oSee
 7 13 5 14% 62.3 77.8% 0.27
Rainwaker
 13 10 4 62% 73.1 66.7% 0.53
YEKINDAR
 7 12 6 43% 56.0 72.2% 0.3
Highlights available for subscribers Sign in
Match Stats — All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ EmiliaQAQ t1
52 52 16 1.00 73% 98.3 79.4% 63
NAF t2
49 38 12 1.29 29% 89.7 82.5% 63
YEKINDAR t2
46 42 14 1.10 57% 82.5 74.6% 63
Rainwaker t2
44 44 13 1.00 36% 85.1 69.8% 63
westmelon t1
43 43 15 1.00 60% 78.2 77.8% 63
Patsi t2
41 42 17 0.98 27% 85.8 81.0% 63
Starry t1
41 44 6 0.93 56% 79.4 66.7% 63
z4kr t1
40 48 12 0.83 70% 84.3 73.0% 63
oSee t2
39 37 11 1.05 21% 69.1 77.8% 63
Jee t1
28 35 9 0.80 18% 56.4 84.1% 63
@reLazffs t2
0 0 0 0.00 0% — 100.0% 63
Rushly123456 & jeyrazz t2
0 0 0 0.00 0% — 100.0% 63
Player Awards
🔫
Top Fragger
EmiliaQAQ
52 kills
🎯
Headshot Machine
EmiliaQAQ
73% HS
52K
Per-Map Player Stats per map · sorted by kills
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
YEKINDAR
26 17 5 1.53 65% 96.4 71.4% 0.66
Rainwaker
22 18 4 1.22 27% 94.5 75.0% 0.53
NAF
18 14 6 1.29 39% 82.7 78.6% 0.52
Patsi
18 19 5 0.95 28% 78.7 82.1% 0.45
oSee
17 12 4 1.42 35% 58.3 82.1% 0.49
EmiliaQAQ
22 23 5 0.96 73% 95.1 75.0% 0.55
westmelon
21 19 4 1.11 52% 75.3 75.0% 0.51
Starry
18 20 6 0.90 61% 81.6 64.3% 0.45
Jee
10 18 5 0.56 10% 53.3 78.6% 0.26
z4kr
9 22 4 0.41 56% 54.5 67.9% 0.24
de_anubis anubis 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
z4kr
31 26 8 1.19 74% 108.2 77.1% 0.64
EmiliaQAQ
30 29 11 1.03 73% 100.8 82.9% 0.61
Starry
23 24 0 0.96 52% 77.6 68.6% 0.46
westmelon
22 24 11 0.92 68% 80.5 80.0% 0.5
Jee
18 17 4 1.06 22% 58.9 88.6% 0.43
NAF
31 24 6 1.29 23% 95.4 85.7% 0.58
Patsi
23 23 12 1.00 26% 91.5 80.0% 0.47
oSee
22 25 7 0.88 9% 77.8 74.3% 0.38
Rainwaker
22 26 9 0.85 45% 77.5 65.7% 0.41
YEKINDAR
20 25 9 0.80 45% 71.5 77.1% 0.41
de_ancient ancient 28 rounds
■ CT Win ■ 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
Round 25
T $0 | CT $0
Round 26
T $0 | CT $0
Round 27
T $0 | CT $0
Round 28
T $0 | CT $0
de_anubis anubis 35 rounds
■ CT Win ■ 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
Round 25
T $0 | CT $0
Round 26
T $0 | CT $0
Round 27
T $0 | CT $0
Round 28
T $0 | CT $0
Round 29
T $0 | CT $0
Round 30
T $0 | CT $0
OT
Round 31
T $0 | CT $0
Round 32
T $0 | CT $0
Round 33
T $0 | CT $0
Round 34
T $0 | CT $0
Round 35
T $0 | CT $0
Lynn Vision Eco Rating: 4.7
Avg Equip
$
Util Dmg
0.00
0.0/rd
Opening K
17
1700%/rd
Trade Kill Rate 32%
Headshot% 47%
2K
2
3K
5
4K
5
5K
23
Liquid Eco Rating: 4.5
Avg Equip
$
Util Dmg
0.00
0.0/rd
Opening K
18
1800%/rd
Trade Kill Rate 25%
Headshot% 45%
2K
3
3K
4
4K
3
5K
25
Lynn Vision Eco Rating: 4.7
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
47%
Trade Rate
32%
Opening K/Rd
1700%
Util Dmg/Rd
—
Multi-Kill Rounds
2K
2
3K
5
4K
5
5K
23
Multi-Kill Score: 119
Liquid Eco Rating: 4.5
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
45%
Trade Rate
25%
Opening K/Rd
1800%
Util Dmg/Rd
—
Multi-Kill Rounds
2K
3
3K
4
4K
3
5K
25
Multi-Kill Score: 120
Quantum Locked

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

Lynn Vision
1 – 2
Liquid
Recent Meetings
Liquid 0 – 1 Lynn Vision Jun 2025 Lynn Vision 0 – 2 Liquid Sep 2023 Liquid 2 – 0 Lynn Vision Sep 2023
Player Performance
DEMO PARSED sorted by Impact
Impact = KPR×0.45 − DPR×0.30 + KAST×0.25 + HS%×0.15 + ADR/100×0.15  |  KAST = Kill/Assist/Survived/Traded per round  |  Source: awpy + demoparser2
de_ancient ancient 28 rounds
■ CT Win ■ T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 2 2 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 3 3 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 4 4 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 5 5 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 6 6 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 7 7 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 8 8 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 9 9 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 10 10 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 11 11 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 12 12 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 13 13 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 14 14 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 15 15 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
HT
Round 16 16 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 17 17 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 18 18 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 19 19 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 20 20 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 21 21 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 22 22 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 23 23 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 24 24 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 25 25 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 26 26 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 27 27 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 28 28 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
de_anubis anubis 35 rounds
■ CT Win ■ T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 2 2 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 3 3 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 4 4 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 5 5 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 6 6 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 7 7 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 8 8 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 9 9 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 10 10 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 11 11 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 12 12 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 13 13 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 14 14 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 15 15 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
HT
Round 16 16 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 17 17 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 18 18 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 19 19 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 20 20 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 21 21 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 22 22 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 23 23 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 24 24 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 25 25 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 26 26 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 27 27 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 28 28 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 29 29 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 30 30 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
OT
Round 31 31 — OT
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 32 32 — OT
T $0 | CT $0
T buy: — CT buy: —
Round 33 33 — OT
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 34 34 — OT
T $0 | CT $0
T buy: — CT buy: —
Round 35 35 — OT
T $0 | CT $0
T buy: — CT buy: —