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.

Dust2.us Eagle Masters Series 4ยท T3 ONLINE BO3
FINAL 02 Nov 2025 21:31 UTC
SportsBetExpert
SportsBetExpert
Elo 1460
2 โ€“ 0
Take Flyte
Take Flyte
US
Elo 1498
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF WRONG
SportsBetExpert 41.8% 58.2% Take Flyte
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
โˆ’29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
mirage
13 โ€“ 6
5|8vs4|2
SportsBetExpert
train
13 โ€“ 11
4|9vs3|8
SportsBetExpert
Match Highlights Demo parsed
Top Performers
Top Fragger
ogwizard
59
kills
ADR 118.5
Top Assist
huncho
17
assists
0 flash
Best ADR
ogwizard
118.5
avg dmg/rd
59K 37D
Best KAST
INUI lezort
100.0%
KAST
0K 0D
Most HS
reckftp
36
headshots
68% HS rate
Best K/D
ogwizard
1.59
K/D ratio
59K 37D
de_mirage
mirage
13 โ€“ 6
SportsBetExpert 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
ogwizard
32 19 6 1.68 41% 128.0 68.4% 0.88
reckftp
30 18 4 1.67 73% 110.8 78.9% 0.9
tr0jn
22 16 8 1.38 64% 103.1 84.2% 0.73
evancaw
20 23 6 0.87 75% 90.9 73.7% 0.54
frvshie
19 24 6 0.79 53% 90.3 73.7% 0.47
CT SIDE
crisp.killa
29 27 4 1.07 34% 104.2 63.2% 0.63
jared
24 20 7 1.20 46% 108.3 73.7% 0.67
huncho
20 27 6 0.74 45% 102.8 78.9% 0.47
Dropcs
15 29 5 0.52 47% 83.1 68.4% 0.26
2Panic
12 20 3 0.60 50% 64.4 68.4% 0.31
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
ogwizard
24 15 4 46% 125.8 58.3% 0.93
reckftp
22 13 1 82% 97.3 66.7% 0.94
tr0jn
18 14 7 67% 131.2 83.3% 0.83
evancaw
15 19 4 80% 95.8 66.7% 0.52
frvshie
15 21 4 60% 95.6 75.0% 0.46
1ST HALF โ€” CT SIDE
crisp.killa
24 21 3 38% 119.0 58.3% 0.76
jared
20 14 6 35% 126.8 91.7% 0.87
huncho
18 21 3 50% 125.2 83.3% 0.62
Dropcs
14 23 5 43% 110.1 83.3% 0.39
2Panic
6 15 3 33% 58.8 66.7% 0.15
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
ogwizard
8 4 2 25% 131.9 85.7% 0.79
reckftp
8 5 3 50% 134.0 100.0% 0.83
tr0jn
4 2 1 50% 54.9 85.7% 0.54
evancaw
5 4 2 60% 82.4 85.7% 0.58
frvshie
4 3 2 25% 81.1 71.4% 0.47
2ND HALF โ€” T SIDE
crisp.killa
5 6 1 20% 78.9 71.4% 0.39
jared
4 6 1 100% 76.7 42.9% 0.37
huncho
2 6 3 0% 64.3 71.4% 0.15
Dropcs
1 6 0 100% 36.9 42.9% 0.12
2Panic
6 5 0 67% 74.0 71.4% 0.56
Highlights available for subscribers Sign in
de_train
train
13 โ€“ 11
SportsBetExpert 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
2Panic
29 25 6 1.16 72% 108.1 79.2% 0.7
crisp.killa
24 21 10 1.14 46% 89.8 79.2% 0.59
jared
22 23 5 0.96 73% 107.3 75.0% 0.58
huncho
20 23 11 0.87 80% 97.1 79.2% 0.55
Dropcs
17 18 3 0.94 47% 71.6 79.2% 0.47
CT SIDE
ogwizard
27 18 1 1.50 44% 111.0 87.5% 0.73
frvshie
26 29 2 0.90 58% 102.7 75.0% 0.55
reckftp
23 18 3 1.28 61% 98.9 79.2% 0.64
tr0jn
17 23 7 0.74 76% 83.4 75.0% 0.46
evancaw
17 24 8 0.71 53% 84.4 70.8% 0.4
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
2Panic
18 15 4 83% 122.1 91.7% 0.84
crisp.killa
19 11 7 47% 120.2 91.7% 0.92
jared
15 14 3 80% 131.0 91.7% 0.76
huncho
16 13 5 81% 117.2 83.3% 0.78
Dropcs
9 9 2 56% 73.3 100.0% 0.56
1ST HALF โ€” CT SIDE
ogwizard
17 13 0 53% 133.4 83.3% 0.8
frvshie
15 20 1 60% 117.7 66.7% 0.5
reckftp
12 11 1 50% 98.3 75.0% 0.58
tr0jn
8 17 2 75% 64.2 66.7% 0.25
evancaw
10 16 5 50% 101.6 66.7% 0.37
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
2Panic
11 10 2 55% 94.2 66.7% 0.55
crisp.killa
5 10 3 40% 59.3 66.7% 0.25
jared
7 9 2 57% 83.6 58.3% 0.39
huncho
4 10 6 75% 77.0 75.0% 0.32
Dropcs
8 9 1 38% 69.8 58.3% 0.38
2ND HALF โ€” T SIDE
ogwizard
10 5 1 30% 88.5 91.7% 0.66
frvshie
11 9 1 55% 87.8 83.3% 0.61
reckftp
11 7 2 73% 99.5 83.3% 0.7
tr0jn
9 6 5 78% 102.6 83.3% 0.67
evancaw
7 8 3 57% 67.2 75.0% 0.44
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
ogwizard t1
59 37 7 1.59 42% 118.5 79.1% 43
reckftp t1
53 36 7 1.47 68% 104.2 79.1% 43
crisp.killa t2
53 48 14 1.10 40% 96.1 72.1% 43
jared t2
46 43 12 1.07 59% 107.7 74.4% 43
frvshie t1
45 53 8 0.85 56% 97.2 74.4% 43
2Panic t2
41 45 9 0.91 66% 88.8 74.4% 43
huncho t2
40 50 17 0.80 62% 99.6 79.1% 43
tr0jn t1
39 39 15 1.00 69% 92.1 79.1% 43
evancaw t1
37 47 14 0.79 65% 87.3 72.1% 43
Dropcs t2
32 47 8 0.68 47% 76.7 74.4% 43
INUI lezort t2
0 0 0 0.00 0% โ€” 100.0% 1
Player Awards
🔫
Top Fragger
ogwizard
59 kills
🎯
Headshot Machine
ogwizard
42% HS
59K
Per-Map Player Stats per map ยท sorted by kills
de_mirage mirage 10 players
Player K D A K/D HS% ADR KAST% Impact
ogwizard
32 19 6 1.68 41% 128.0 68.4% 0.88
reckftp
30 18 4 1.67 73% 110.8 78.9% 0.9
tr0jn
22 16 8 1.38 64% 103.1 84.2% 0.73
evancaw
20 23 6 0.87 75% 90.9 73.7% 0.54
frvshie
19 24 6 0.79 53% 90.3 73.7% 0.47
crisp.killa
29 27 4 1.07 34% 104.2 63.2% 0.63
jared
24 20 7 1.20 46% 108.3 73.7% 0.67
huncho
20 27 6 0.74 45% 102.8 78.9% 0.47
Dropcs
15 29 5 0.52 47% 83.1 68.4% 0.26
2Panic
12 20 3 0.60 50% 64.4 68.4% 0.31
de_train train 10 players
Player K D A K/D HS% ADR KAST% Impact
2Panic
29 25 6 1.16 72% 108.1 79.2% 0.7
crisp.killa
24 21 10 1.14 46% 89.8 79.2% 0.59
jared
22 23 5 0.96 73% 107.3 75.0% 0.58
huncho
20 23 11 0.87 80% 97.1 79.2% 0.55
Dropcs
17 18 3 0.94 47% 71.6 79.2% 0.47
ogwizard
27 18 1 1.50 44% 111.0 87.5% 0.73
frvshie
26 29 2 0.90 58% 102.7 75.0% 0.55
reckftp
23 18 3 1.28 61% 98.9 79.2% 0.64
tr0jn
17 23 7 0.74 76% 83.4 75.0% 0.46
evancaw
17 24 8 0.71 53% 84.4 70.8% 0.4
de_mirage mirage 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4350 | CT $4150
Round 3
T $19450 | CT $1400
Round 4
T $22700 | CT $24150
Round 5
T $24800 | CT $6050
Round 6
T $7550 | CT $29900
Round 7
T $2100 | CT $30650
Round 8
T $22850 | CT $29750
Round 9
T $27450 | CT $29400
Round 10
T $27450 | CT $29000
Round 11
T $25300 | CT $8800
Round 12
T $26100 | CT $25050
Round 13
T $26200 | CT $19150
Round 14
T $4650 | CT $4800
Round 15
T $1900 | CT $20200
HT
Round 16
T $23200 | CT $24700
Round 17
T $25100 | CT $25100
Round 18
T $23900 | CT $26300
Round 19
T $10550 | CT $30550
Round 20
T $20800 | CT $20350
de_train train 25 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4400 | CT $4200
Round 3
T $18950 | CT $1200
Round 4
T $19050 | CT $23650
Round 5
T $26100 | CT $5100
Round 6
T $27250 | CT $29300
Round 7
T $27450 | CT $23750
Round 8
T $25800 | CT $9050
Round 9
T $26950 | CT $28150
Round 10
T $14400 | CT $27550
Round 11
T $27950 | CT $28700
Round 12
T $27750 | CT $21650
Round 13
T $22800 | CT $22100
Round 14
T $4750 | CT $4950
Round 15
T $19350 | CT $2200
HT
Round 16
T $7750 | CT $28100
Round 17
T $1000 | CT $28800
Round 18
T $22800 | CT $29300
Round 19
T $23700 | CT $29650
Round 20
T $25200 | CT $20750
Round 21
T $25400 | CT $9300
Round 22
T $27550 | CT $27800
Round 23
T $27750 | CT $8600
Round 24
T $27750 | CT $27200
Round 25
T $27750 | CT $18900
Take Flyte Eco Rating: 12.4
Eco rounds
1/3 W (33%)
Force buy
1/2 W (50%)
Full buy
11 rounds
Avg Equip
$20497
Util Dmg
0.00
0.0/rd
Opening K
12
75%/rd
Trade Kill Rate 43%
Headshot% 41%
2K
3
3K
2
4K
2
5K
10
SportsBetExpert Eco Rating: 13.9
Eco rounds
1/4 W (25%)
Force buy
1/2 W (50%)
Full buy
11 rounds
Avg Equip
$18232
Util Dmg
1.00
0.1/rd
Opening K
7
41%/rd
Trade Kill Rate 46%
Headshot% 64%
2K
0
3K
4
4K
2
5K
7
CQ Feature Intelligence 534 features
null: 36.7% โฌก Gold
Form (30d / 90d)
WR 30d
100.0% vs 50.0%
WR 90d
55.6% vs 57.1%
Rating 30d
1.23 vs 1.08
Form Slope
โ€” vs โ†“-0.080
Map Intelligence
CT WR 90d
57.6% vs 49.9%
T WR 90d
50.6% vs 43.1%
Pool Depth
4.0 vs 3.0
Team Dynamics
Days Rest
โ€”d vs 6.0d
Roster Stab
โ€” vs โ€”
Synergy
0.6 vs 0.79
Elo ฮ” -69
Elo Win% 40.2%
Take Flyte Eco Rating: 12.4
Economy Mastery
Eco Win%
33%
Force Win%
50%
Kill Quality
Headshot%
41%
Trade Rate
43%
Opening K/Rd
75%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
3
3K
2
4K
2
5K
10
Multi-Kill Score: 53
SportsBetExpert Eco Rating: 13.9
Economy Mastery
Eco Win%
25%
Force Win%
50%
Kill Quality
Headshot%
64%
Trade Rate
46%
Opening K/Rd
41%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
0
3K
4
4K
2
5K
7
Multi-Kill Score: 42
Quantum Locked

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

Current: 36.7% null Target: <10%
More features will unlock as demo parsing progresses
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_mirage mirage 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 $4350 | CT $4150
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19450 | CT $1400
T buy: half_buy CT buy: eco
Round 4 4 โ€” 1st half
T $22700 | CT $24150
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $24800 | CT $6050
T buy: full_buy CT buy: force_buy
Round 6 6 โ€” 1st half
T $7550 | CT $29900
T buy: force_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $2100 | CT $30650
T buy: eco CT buy: full_buy
Round 8 8 โ€” 1st half
T $22850 | CT $29750
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27450 | CT $29400
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27450 | CT $29000
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25300 | CT $8800
T buy: full_buy CT buy: force_buy
Round 12 12 โ€” 1st half
T $26100 | CT $25050
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $26200 | CT $19150
T buy: full_buy CT buy: half_buy
Round 14 14 โ€” 1st half
T $4650 | CT $4800
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1900 | CT $20200
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $23200 | CT $24700
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $25100 | CT $25100
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $23900 | CT $26300
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $10550 | CT $30550
T buy: force_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $20800 | CT $20350
T buy: half_buy CT buy: half_buy
de_train train 25 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 $4400 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $18950 | CT $1200
T buy: half_buy CT buy: eco
Round 4 4 โ€” 1st half
T $19050 | CT $23650
T buy: half_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $26100 | CT $5100
T buy: full_buy CT buy: force_buy
Round 6 6 โ€” 1st half
T $27250 | CT $29300
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $27450 | CT $23750
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $25800 | CT $9050
T buy: full_buy CT buy: force_buy Bomb planted
Round 9 9 โ€” 1st half
T $26950 | CT $28150
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $14400 | CT $27550
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27950 | CT $28700
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27750 | CT $21650
T buy: full_buy CT buy: half_buy
Round 13 13 โ€” 1st half
T $22800 | CT $22100
T buy: full_buy CT buy: half_buy
Round 14 14 โ€” 1st half
T $4750 | CT $4950
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $19350 | CT $2200
T buy: half_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $7750 | CT $28100
T buy: force_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $1000 | CT $28800
T buy: eco CT buy: full_buy
Round 18 18 โ€” 2nd half
T $22800 | CT $29300
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $23700 | CT $29650
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $25200 | CT $20750
T buy: full_buy CT buy: half_buy Bomb planted
Round 21 21 โ€” 2nd half
T $25400 | CT $9300
T buy: full_buy CT buy: force_buy Bomb planted
Round 22 22 โ€” 2nd half
T $27550 | CT $27800
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $27750 | CT $8600
T buy: full_buy CT buy: force_buy Bomb planted
Round 24 24 โ€” 2nd half
T $27750 | CT $27200
T buy: full_buy CT buy: full_buy Bomb planted
Round 25 25 โ€” 2nd half
T $27750 | CT $18900
T buy: full_buy CT buy: half_buy