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 Impact League Season 4 North America· A-TIER ONLINE BO3
FINAL 30 Oct 2023 22:21 UTC
EG
EG Gold
Elo 1515
0 – 2
Winner: Shimmer
Shimmer
Shimmer
US
Elo 1544
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 54% CONF CORRECT
EG Gold 46.0% 54.0% Shimmer
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)
mirage
11 – 13
Shimmer
ancient
3 – 13
Shimmer
Match Highlights Demo parsed
Top Performers
Top Fragger
abby
48
kills
ADR 124.4
Top Assist
phoebe
14
assists
0 flash
Best ADR
empathy
135.8
avg dmg/rd
47K 26D
Best KAST
abby
87.5%
KAST
48K 25D
Most HS
empathy
25
headshots
53% HS rate
Best K/D
abby
1.92
K/D ratio
48K 25D
de_mirage
mirage
11 – 13
Shimmer 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
abby
 29 17 3 1.71 41% 119.0 87.5% 0.79
empathy
 22 16 6 1.38 41% 109.7 87.5% 0.66
phoebe
 12 16 8 0.75 58% 59.1 83.3% 0.41
Bouchard
 12 17 6 0.71 8% 66.4 70.8% 0.3
Lx
 11 17 5 0.65 18% 48.5 54.2% 0.23
CT SIDE
PiggyKiki
 26 15 3 1.73 58% 105.6 83.3% 0.75
m1lky
 18 18 6 1.00 44% 88.4 79.2% 0.51
7licious
 14 18 6 0.78 36% 67.2 62.5% 0.35
vanessa
 13 17 9 0.76 69% 74.4 75.0% 0.43
JULI
 12 18 7 0.67 67% 73.5 75.0% 0.4
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
abby
 14 8 2 36% 116.4 75.0% 0.74
empathy
 7 8 3 43% 86.3 83.3% 0.46
phoebe
 6 8 3 67% 62.9 83.3% 0.43
Bouchard
 5 9 5 0% 64.0 66.7% 0.23
Lx
 8 7 0 25% 41.6 58.3% 0.37
1ST HALF — CT SIDE
PiggyKiki
 14 7 3 64% 124.1 83.3% 0.84
m1lky
 5 10 4 40% 76.8 75.0% 0.3
7licious
 7 8 1 29% 59.5 66.7% 0.36
vanessa
 8 8 2 50% 78.0 66.7% 0.46
JULI
 6 7 3 67% 76.1 91.7% 0.49
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
abby
 15 9 1 47% 121.5 100.0% 0.84
empathy
 15 8 3 40% 133.1 91.7% 0.85
phoebe
 6 8 5 50% 55.2 83.3% 0.39
Bouchard
 7 8 1 14% 68.8 75.0% 0.37
Lx
 3 10 5 0% 55.5 50.0% 0.07
2ND HALF — T SIDE
PiggyKiki
 12 8 0 50% 87.1 83.3% 0.66
m1lky
 13 8 2 46% 100.0 83.3% 0.71
7licious
 7 10 5 43% 74.9 58.3% 0.34
vanessa
 5 9 7 100% 70.8 83.3% 0.43
JULI
 6 11 4 67% 71.0 58.3% 0.3
Highlights available for subscribers Sign in
de_ancient
ancient
3 – 13
Shimmer 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
m1lky
 12 14 4 0.86 50% 86.1 62.5% 0.44
vanessa
 10 15 3 0.67 60% 76.4 68.8% 0.38
7licious
 10 14 5 0.71 40% 84.9 62.5% 0.36
JULI
 8 13 2 0.62 50% 66.9 56.2% 0.3
PiggyKiki
 7 16 6 0.44 71% 67.2 81.2% 0.31
CT SIDE
empathy
 25 10 7 2.50 64% 174.8 87.5% 1.09
abby
 19 8 7 2.38 47% 132.6 87.5% 0.87
phoebe
 17 9 6 1.89 41% 103.9 87.5% 0.75
Lx
 6 12 8 0.50 50% 68.2 87.5% 0.34
Bouchard
 5 8 8 0.62 20% 60.4 87.5% 0.33
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
m1lky
 7 11 4 57% 73.8 66.7% 0.35
vanessa
 8 11 3 75% 79.2 75.0% 0.44
7licious
 6 10 4 50% 75.3 50.0% 0.29
JULI
 8 10 0 50% 80.7 58.3% 0.39
PiggyKiki
 5 12 5 80% 67.4 75.0% 0.3
1ST HALF — CT SIDE
empathy
 20 8 5 60% 185.2 91.7% 1.15
abby
 14 6 4 50% 125.5 83.3% 0.85
phoebe
 12 7 5 42% 102.3 91.7% 0.72
Lx
 4 8 5 50% 67.6 91.7% 0.36
Bouchard
 4 5 7 25% 66.5 91.7% 0.39
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
m1lky
 5 3 0 40% 123.2 50.0% 0.71
vanessa
 2 4 0 0% 68.0 50.0% 0.15
7licious
 4 4 1 25% 113.5 100.0% 0.61
JULI
 0 3 2 0% 25.5 50.0% -0.06
PiggyKiki
 2 4 1 50% 66.8 100.0% 0.35
2ND HALF — T SIDE
empathy
 5 2 2 80% 143.5 75.0% 0.94
abby
 5 2 3 40% 154.0 100.0% 0.95
phoebe
 5 2 1 40% 108.8 75.0% 0.82
Lx
 2 4 3 50% 70.2 75.0% 0.29
Bouchard
 1 3 1 0% 42.0 75.0% 0.14
Highlights available for subscribers Sign in
Match Stats — All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ abby t2
48 25 10 1.92 44% 124.4 87.5% 40
empathy t2
47 26 13 1.81 53% 135.8 87.5% 40
PiggyKiki t1
33 31 9 1.06 61% 90.2 82.5% 40
m1lky t1
30 32 10 0.94 47% 87.5 72.5% 40
phoebe t2
29 25 14 1.16 48% 77.0 85.0% 40
7licious t1
24 32 11 0.75 38% 74.3 62.5% 40
vanessa t1
23 32 12 0.72 65% 75.2 72.5% 40
JULI t1
20 31 9 0.65 60% 70.9 67.5% 40
Bouchard t2
17 25 14 0.68 12% 64.0 77.5% 40
Lx t2
17 29 13 0.59 29% 56.4 67.5% 40
Player Awards
🔫
Top Fragger
abby
48 kills
🎯
Headshot Machine
abby
44% HS
48K
Per-Map Player Stats per map · sorted by kills
de_mirage mirage 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
abby
29 17 3 1.71 41% 119.0 87.5% 0.79
empathy
22 16 6 1.38 41% 109.7 87.5% 0.66
phoebe
12 16 8 0.75 58% 59.1 83.3% 0.41
Bouchard
12 17 6 0.71 8% 66.4 70.8% 0.3
Lx
11 17 5 0.65 18% 48.5 54.2% 0.23
PiggyKiki
26 15 3 1.73 58% 105.6 83.3% 0.75
m1lky
18 18 6 1.00 44% 88.4 79.2% 0.51
7licious
14 18 6 0.78 36% 67.2 62.5% 0.35
vanessa
13 17 9 0.76 69% 74.4 75.0% 0.43
JULI
12 18 7 0.67 67% 73.5 75.0% 0.4
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
m1lky
12 14 4 0.86 50% 86.1 62.5% 0.44
vanessa
10 15 3 0.67 60% 76.4 68.8% 0.38
7licious
10 14 5 0.71 40% 84.9 62.5% 0.36
JULI
8 13 2 0.62 50% 66.9 56.2% 0.3
PiggyKiki
7 16 6 0.44 71% 67.2 81.2% 0.31
empathy
25 10 7 2.50 64% 174.8 87.5% 1.09
abby
19 8 7 2.38 47% 132.6 87.5% 0.87
phoebe
17 9 6 1.89 41% 103.9 87.5% 0.75
Lx
6 12 8 0.50 50% 68.2 87.5% 0.34
Bouchard
5 8 8 0.62 20% 60.4 87.5% 0.33
de_ancient ancient 16 rounds
■ CT Win ■ T Win Click a round to see kill feed
Round 1
T $4300 | CT $3400
Round 2
T $1700 | CT $18550
Round 3
T $23300 | CT $21350
Round 4
T $4750 | CT $25300
Round 5
T $25100 | CT $31950
Round 6
T $20050 | CT $31450
Round 7
T $6950 | CT $31250
Round 8
T $25000 | CT $32250
Round 9
T $25100 | CT $9450
Round 10
T $22650 | CT $29050
Round 11
T $8150 | CT $31000
Round 12
T $25300 | CT $32250
Round 13
T $4250 | CT $4300
Round 14
T $19450 | CT $11050
Round 15
T $4100 | CT $20650
HT
Round 16
T $25900 | CT $12150
de_mirage mirage 24 rounds
■ CT Win ■ T Win Click a round to see kill feed
Round 1
T $4300 | CT $4400
Round 2
T $2000 | CT $20000
Round 3
T $22300 | CT $22300
Round 4
T $24400 | CT $21950
Round 5
T $21150 | CT $28400
Round 6
T $21750 | CT $1600
Round 7
T $26150 | CT $4150
Round 8
T $28150 | CT $27450
Round 9
T $13600 | CT $30150
Round 10
T $22950 | CT $30250
Round 11
T $26250 | CT $4850
Round 12
T $27150 | CT $25850
Round 13
T $4450 | CT $4350
Round 14
T $18850 | CT $2150
Round 15
T $20900 | CT $22600
HT
Round 16
T $24400 | CT $6550
Round 17
T $27250 | CT $28000
Round 18
T $7350 | CT $29750
Round 19
T $28350 | CT $13350
Round 20
T $27250 | CT $26550
Round 21
T $5500 | CT $31050
Round 22
T $22200 | CT $32350
Round 23
T $2900 | CT $32350
Round 24
T $25100 | CT $31850
Shimmer Eco Rating: 12.0
Eco rounds
2/8 W (25%)
Force buy
2/4 W (50%)
Full buy
21 rounds
Avg Equip
$20691
Util Dmg
2.00
0.1/rd
Opening K
12
36%/rd
Trade Kill Rate 39%
Headshot% 45%
2K
1
3K
1
4K
2
5K
20
EG Gold Eco Rating: 10.8
Eco rounds
3/9 W (33%)
Force buy
1/4 W (25%)
Full buy
18 rounds
Avg Equip
$17518
Util Dmg
0.00
0.0/rd
Opening K
12
39%/rd
Trade Kill Rate 42%
Headshot% 50%
2K
0
3K
2
4K
1
5K
17
Shimmer Eco Rating: 12.0
Economy Mastery
Eco Win%
25%
Force Win%
50%
Kill Quality
Headshot%
45%
Trade Rate
39%
Opening K/Rd
36%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
1
3K
1
4K
2
5K
20
Multi-Kill Score: 89
EG Gold Eco Rating: 10.8
Economy Mastery
Eco Win%
33%
Force Win%
25%
Kill Quality
Headshot%
50%
Trade Rate
42%
Opening K/Rd
39%
Util Dmg/Rd
—
Multi-Kill Rounds
2K
0
3K
2
4K
1
5K
17
Multi-Kill Score: 75
Quantum Locked

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

EG Gold
1 – 1
Shimmer
Recent Meetings
EG Gold 0 – 2 Shimmer Oct 2023 Shimmer 0 – 3 EG Gold 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 16 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 $4300 | CT $3400
T buy: eco CT buy: eco
Round 2 2 — 1st half
T $1700 | CT $18550
T buy: eco CT buy: half_buy
Round 3 3 — 1st half
T $23300 | CT $21350
T buy: full_buy CT buy: half_buy
Round 4 4 — 1st half
T $4750 | CT $25300
T buy: eco CT buy: full_buy
Round 5 5 — 1st half
T $25100 | CT $31950
T buy: full_buy CT buy: full_buy
Round 6 6 — 1st half
T $20050 | CT $31450
T buy: half_buy CT buy: full_buy
Round 7 7 — 1st half
T $6950 | CT $31250
T buy: force_buy CT buy: full_buy
Round 8 8 — 1st half
T $25000 | CT $32250
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 — 1st half
T $25100 | CT $9450
T buy: full_buy CT buy: force_buy
Round 10 10 — 1st half
T $22650 | CT $29050
T buy: full_buy CT buy: full_buy
Round 11 11 — 1st half
T $8150 | CT $31000
T buy: force_buy CT buy: full_buy
Round 12 12 — 1st half
T $25300 | CT $32250
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 — 1st half
T $4250 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 14 14 — 1st half
T $19450 | CT $11050
T buy: half_buy CT buy: force_buy Bomb planted
Round 15 15 — 1st half
T $4100 | CT $20650
T buy: eco CT buy: half_buy Bomb planted
HT
Round 16 16 — 2nd half
T $25900 | CT $12150
T buy: full_buy CT buy: force_buy Bomb planted
de_mirage mirage 24 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 $4300 | CT $4400
T buy: eco CT buy: eco
Round 2 2 — 1st half
T $2000 | CT $20000
T buy: eco CT buy: half_buy
Round 3 3 — 1st half
T $22300 | CT $22300
T buy: half_buy CT buy: half_buy Bomb planted
Round 4 4 — 1st half
T $24400 | CT $21950
T buy: full_buy CT buy: half_buy Bomb planted
Round 5 5 — 1st half
T $21150 | CT $28400
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 — 1st half
T $21750 | CT $1600
T buy: half_buy CT buy: eco Bomb planted
Round 7 7 — 1st half
T $26150 | CT $4150
T buy: full_buy CT buy: eco Bomb planted
Round 8 8 — 1st half
T $28150 | CT $27450
T buy: full_buy CT buy: full_buy
Round 9 9 — 1st half
T $13600 | CT $30150
T buy: half_buy CT buy: full_buy
Round 10 10 — 1st half
T $22950 | CT $30250
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 — 1st half
T $26250 | CT $4850
T buy: full_buy CT buy: eco Bomb planted
Round 12 12 — 1st half
T $27150 | CT $25850
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 — 1st half
T $4450 | CT $4350
T buy: eco CT buy: eco Bomb planted
Round 14 14 — 1st half
T $18850 | CT $2150
T buy: half_buy CT buy: eco Bomb planted
Round 15 15 — 1st half
T $20900 | CT $22600
T buy: half_buy CT buy: full_buy
HT
Round 16 16 — 2nd half
T $24400 | CT $6550
T buy: full_buy CT buy: force_buy Bomb planted
Round 17 17 — 2nd half
T $27250 | CT $28000
T buy: full_buy CT buy: full_buy
Round 18 18 — 2nd half
T $7350 | CT $29750
T buy: force_buy CT buy: full_buy Bomb planted
Round 19 19 — 2nd half
T $28350 | CT $13350
T buy: full_buy CT buy: half_buy Bomb planted
Round 20 20 — 2nd half
T $27250 | CT $26550
T buy: full_buy CT buy: full_buy
Round 21 21 — 2nd half
T $5500 | CT $31050
T buy: force_buy CT buy: full_buy
Round 22 22 — 2nd half
T $22200 | CT $32350
T buy: half_buy CT buy: full_buy
Round 23 23 — 2nd half
T $2900 | CT $32350
T buy: eco CT buy: full_buy
Round 24 24 — 2nd half
T $25100 | CT $31850
T buy: full_buy CT buy: full_buy