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.

Female Pro League Season 1ยท T3 ONLINE BO3
FINAL 04 Nov 2025 20:29 UTC
Imperial Valkyries
Imperial Valkyries
Elo 1456
2 โ€“ 0
Winner: Imperial Valkyries
AM
amateurs
Elo 1501
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 54% CONF WRONG
Imperial Valkyries 46.0% 54.0% amateurs
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
13 โ€“ 6
7|6vs1|5
Imperial Valkyries
dust2
13 โ€“ 2
3|10vs2|?
Imperial Valkyries
Match Highlights Demo parsed
Top Performers
Top Fragger
Kat
37
kills
ADR 124.4
Top Assist
twenty3
15
assists
3 flash
Best ADR
Kat
124.4
avg dmg/rd
37K 20D
Best KAST
twenty3
94.1%
KAST
34K 20D
Most HS
twenty3
22
headshots
65% HS rate
Best K/D
Kat
1.85
K/D ratio
37K 20D
de_ancient
ancient
13 โ€“ 6
Imperial Valkyries 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
Nem1za
 16 16 3 1.00 69% 88.9 68.4% 0.53
akiyanora
 12 16 5 0.75 33% 80.8 73.7% 0.39
mb1w
 12 17 2 0.71 50% 68.5 68.4% 0.36
unknxwn
 11 17 6 0.65 36% 70.6 78.9% 0.35
meo
 9 18 4 0.50 44% 56.6 78.9% 0.28
CT SIDE
Kat
 24 11 7 2.18 33% 141.8 94.7% 0.89
wieenN-
 16 12 6 1.33 62% 88.5 89.5% 0.64
twenty3
 15 13 9 1.15 73% 102.4 94.7% 0.65
ANa
 14 11 4 1.27 43% 84.3 94.7% 0.59
tory
 13 13 5 1.00 31% 83.7 73.7% 0.46
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Nem1za
 10 10 3 80% 100.3 75.0% 0.58
akiyanora
 8 10 3 25% 76.4 66.7% 0.37
mb1w
 9 11 2 56% 83.4 75.0% 0.46
unknxwn
 9 10 5 33% 74.9 100.0% 0.5
meo
 7 12 3 29% 63.7 75.0% 0.29
1ST HALF โ€” CT SIDE
Kat
 18 8 5 28% 153.5 91.7% 0.98
wieenN-
 6 10 2 83% 59.0 83.3% 0.4
twenty3
 8 10 8 62% 101.7 91.7% 0.52
ANa
 9 7 3 33% 82.8 91.7% 0.57
tory
 10 8 3 30% 97.0 75.0% 0.55
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Nem1za
 6 6 0 50% 69.4 57.1% 0.45
akiyanora
 4 6 2 50% 88.4 85.7% 0.42
mb1w
 3 6 0 33% 43.0 57.1% 0.19
unknxwn
 2 7 1 50% 63.3 42.9% 0.11
meo
 2 6 1 100% 44.4 85.7% 0.3
2ND HALF โ€” T SIDE
Kat
 6 3 2 50% 121.9 100.0% 0.76
wieenN-
 10 2 4 50% 139.0 100.0% 1.09
twenty3
 7 3 1 86% 103.6 100.0% 0.86
ANa
 5 4 1 60% 86.9 100.0% 0.62
tory
 3 5 2 33% 60.9 71.4% 0.3
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 2
Imperial Valkyries 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
twenty3
 19 7 6 2.71 58% 135.5 93.3% 0.95
ANa
 14 7 3 2.00 21% 94.8 86.7% 0.67
Kat
 13 9 6 1.44 46% 102.3 73.3% 0.62
tory
 10 10 0 1.00 50% 61.2 66.7% 0.43
wieenN-
 10 10 8 1.00 70% 87.9 80.0% 0.54
CT SIDE
akiyanora
 12 13 2 0.92 42% 103.3 66.7% 0.48
unknxwn
 9 14 7 0.64 33% 79.8 66.7% 0.33
mb1w
 9 14 2 0.64 33% 75.1 53.3% 0.29
Nem1za
 6 13 2 0.46 67% 64.0 66.7% 0.28
meo
 6 13 0 0.46 50% 44.7 40.0% 0.16
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
twenty3
 15 6 5 60% 140.0 91.7% 0.94
ANa
 10 7 1 20% 74.0 83.3% 0.55
Kat
 11 8 5 45% 114.7 75.0% 0.64
tory
 7 8 0 29% 51.5 58.3% 0.33
wieenN-
 8 8 5 75% 73.9 75.0% 0.51
1ST HALF โ€” CT SIDE
akiyanora
 12 10 2 42% 120.0 75.0% 0.63
unknxwn
 9 11 5 33% 93.9 66.7% 0.42
mb1w
 5 11 2 40% 65.6 50.0% 0.2
Nem1za
 6 10 2 67% 75.7 75.0% 0.38
meo
 4 10 0 25% 32.2 41.7% 0.09
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
twenty3
 4 1 1 50% 117.7 100.0% 1.0
ANa
 4 0 2 25% 178.0 100.0% 1.15
Kat
 2 1 1 50% 52.7 66.7% 0.52
tory
 3 2 0 100% 100.0 100.0% 0.8
wieenN-
 2 2 3 50% 144.0 100.0% 0.64
2ND HALF โ€” T SIDE
akiyanora
 0 3 0 0% 36.3 33.3% -0.16
unknxwn
 0 3 2 0% 23.3 66.7% -0.1
mb1w
 4 3 0 25% 113.0 66.7% 0.67
Nem1za
 0 3 0 0% 17.3 33.3% -0.19
meo
 2 3 0 100% 94.7 33.3% 0.38
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ Kat t2
37 20 13 1.85 38% 124.4 85.3% 34
twenty3 t2
34 20 15 1.70 65% 117.0 94.1% 34
ANa t2
28 18 7 1.56 32% 88.9 91.2% 34
wieenN- t2
26 22 14 1.18 65% 88.2 85.3% 34
akiyanora t1
24 29 7 0.83 38% 90.7 70.6% 34
tory t2
23 23 5 1.00 39% 73.8 70.6% 34
Nem1za t1
22 29 5 0.76 68% 77.9 67.6% 34
mb1w t1
21 31 4 0.68 43% 71.4 61.8% 34
unknxwn t1
20 31 13 0.65 35% 74.7 73.5% 34
meo t1
15 31 4 0.48 47% 51.3 61.8% 34
Player Awards
🔫
Top Fragger
Kat
37 kills
🎯
Headshot Machine
Kat
38% HS
37K
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
⭐
Nem1za
16 16 3 1.00 69% 88.9 68.4% 0.53
akiyanora
12 16 5 0.75 33% 80.8 73.7% 0.39
mb1w
12 17 2 0.71 50% 68.5 68.4% 0.36
unknxwn
11 17 6 0.65 36% 70.6 78.9% 0.35
meo
9 18 4 0.50 44% 56.6 78.9% 0.28
Kat
24 11 7 2.18 33% 141.8 94.7% 0.89
wieenN-
16 12 6 1.33 62% 88.5 89.5% 0.64
twenty3
15 13 9 1.15 73% 102.4 94.7% 0.65
ANa
14 11 4 1.27 43% 84.3 94.7% 0.59
tory
13 13 5 1.00 31% 83.7 73.7% 0.46
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
twenty3
19 7 6 2.71 58% 135.5 93.3% 0.95
ANa
14 7 3 2.00 21% 94.8 86.7% 0.67
Kat
13 9 6 1.44 46% 102.3 73.3% 0.62
tory
10 10 0 1.00 50% 61.2 66.7% 0.43
wieenN-
10 10 8 1.00 70% 87.9 80.0% 0.54
akiyanora
12 13 2 0.92 42% 103.3 66.7% 0.48
unknxwn
9 14 7 0.64 33% 79.8 66.7% 0.33
mb1w
9 14 2 0.64 33% 75.1 53.3% 0.29
Nem1za
6 13 2 0.46 67% 64.0 66.7% 0.28
meo
6 13 0 0.46 50% 44.7 40.0% 0.16
de_ancient ancient 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4300 | CT $4250
Round 3
T $17000 | CT $22950
Round 4
T $19400 | CT $17400
Round 5
T $23800 | CT $1800
Round 6
T $27250 | CT $25950
Round 7
T $11150 | CT $29350
Round 8
T $1800 | CT $29750
Round 9
T $22800 | CT $29400
Round 10
T $12250 | CT $30350
Round 11
T $26100 | CT $29200
Round 12
T $24700 | CT $29650
Round 13
T $23400 | CT $24850
Round 14
T $4900 | CT $4000
Round 15
T $16300 | CT $22400
HT
Round 16
T $25200 | CT $9000
Round 17
T $23250 | CT $1200
Round 18
T $28350 | CT $24150
Round 19
T $28550 | CT $7150
Round 20
T $27550 | CT $27100
de_dust2 dust2 16 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $3650 | CT $4500
Round 3
T $15200 | CT $22400
Round 4
T $20500 | CT $8400
Round 5
T $23900 | CT $1800
Round 6
T $27200 | CT $24950
Round 7
T $22250 | CT $9000
Round 8
T $23350 | CT $25850
Round 9
T $27250 | CT $28450
Round 10
T $27350 | CT $21500
Round 11
T $23450 | CT $10100
Round 12
T $27950 | CT $28600
Round 13
T $27850 | CT $20250
Round 14
T $4200 | CT $4400
Round 15
T $10500 | CT $20300
HT
Round 16
T $17700 | CT $28950
Imperial Valkyries Eco Rating: 4.9
Eco rounds
0/5 W (0%)
Force buy
0/3 W (0%)
Full buy
19 rounds
Avg Equip
$19716
Util Dmg
3.00
0.1/rd
Opening K
9
33%/rd
Trade Kill Rate 48%
Headshot% 49%
2K
1
3K
1
4K
1
5K
16
amateurs Eco Rating: 10.0
Eco rounds
4/7 W (57%)
Force buy
0/5 W (0%)
Full buy
16 rounds
Avg Equip
$18510
Util Dmg
4.00
0.1/rd
Opening K
11
39%/rd
Trade Kill Rate 50%
Headshot% 43%
2K
0
3K
1
4K
3
5K
14
CQ Feature Intelligence 534 features
null: 60.3% โฌก Gold
Form (30d / 90d)
WR 30d
100.0% vs โ€”
WR 90d
71.4% vs โ€”
Rating 30d
1.18 vs โ€”
Map Intelligence
CT WR 90d
46.2% vs โ€”
T WR 90d
46.4% vs โ€”
Pool Depth
1.0 vs โ€”
Team Dynamics
Days Rest
9.0d vs 30.0d
Roster Stab
โ€” vs โ€”
Synergy
0.81 vs โ€”
Elo ฮ” -101
Elo Win% 35.9%
Imperial Valkyries Eco Rating: 4.9
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
49%
Trade Rate
48%
Opening K/Rd
33%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
1
3K
1
4K
1
5K
16
Multi-Kill Score: 70
amateurs Eco Rating: 10.0
Economy Mastery
Eco Win%
57%
Force Win%
0%
Kill Quality
Headshot%
43%
Trade Rate
50%
Opening K/Rd
39%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
0
3K
1
4K
3
5K
14
Multi-Kill Score: 67
Quantum Locked

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

Current: 60.3% null Target: <10%
More features will unlock as demo parsing progresses
Imperial Valkyries
1 โ€“ 0
amateurs
Recent Meetings
Imperial Valkyries 2 โ€“ 0 amateurs 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 20 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 $4300 | CT $4250
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $17000 | CT $22950
T buy: half_buy CT buy: full_buy Bomb planted
Round 4 4 โ€” 1st half
T $19400 | CT $17400
T buy: half_buy CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $23800 | CT $1800
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $27250 | CT $25950
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $11150 | CT $29350
T buy: force_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $1800 | CT $29750
T buy: eco CT buy: full_buy
Round 9 9 โ€” 1st half
T $22800 | CT $29400
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $12250 | CT $30350
T buy: force_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $26100 | CT $29200
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $24700 | CT $29650
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $23400 | CT $24850
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4900 | CT $4000
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $16300 | CT $22400
T buy: half_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $25200 | CT $9000
T buy: full_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $23250 | CT $1200
T buy: full_buy CT buy: eco Bomb planted
Round 18 18 โ€” 2nd half
T $28350 | CT $24150
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $28550 | CT $7150
T buy: full_buy CT buy: force_buy
Round 20 20 โ€” 2nd half
T $27550 | CT $27100
T buy: full_buy CT buy: full_buy Bomb planted
de_dust2 dust2 16 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 $3650 | CT $4500
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $15200 | CT $22400
T buy: half_buy CT buy: half_buy Bomb planted
Round 4 4 โ€” 1st half
T $20500 | CT $8400
T buy: half_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $23900 | CT $1800
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $27200 | CT $24950
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $22250 | CT $9000
T buy: half_buy CT buy: force_buy
Round 8 8 โ€” 1st half
T $23350 | CT $25850
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $27250 | CT $28450
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $27350 | CT $21500
T buy: full_buy CT buy: half_buy Bomb planted
Round 11 11 โ€” 1st half
T $23450 | CT $10100
T buy: full_buy CT buy: force_buy Bomb planted
Round 12 12 โ€” 1st half
T $27950 | CT $28600
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $27850 | CT $20250
T buy: full_buy CT buy: half_buy
Round 14 14 โ€” 1st half
T $4200 | CT $4400
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $10500 | CT $20300
T buy: force_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $17700 | CT $28950
T buy: half_buy CT buy: full_buy