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LanTrek eSM 2025ยท T3 ONLINE BO3
FINAL 18 Oct 2025 21:28 UTC
ENCE Academy
ENCE Academy
FI
Elo 1511
2 โ€“ 0
Winner: ENCE Academy
TM
TMVG
Elo 1483
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 51% CONF CORRECT
ENCE Academy 51.0% 49.0% TMVG
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)
mirage
13 โ€“ 9
8|5vs7|2
ENCE Academy
dust2
13 โ€“ 10
9|4vs7|3
ENCE Academy
Match Highlights Demo parsed
Top Performers
Top Fragger
millert
46
kills
ADR 119.1
Top Assist
Schwarz
18
assists
1 flash
Best ADR
millert
119.1
avg dmg/rd
46K 28D
Best KAST
Schwarz
88.9%
KAST
43K 30D
Most HS
doto
24
headshots
62% HS rate
Best K/D
millert
1.64
K/D ratio
46K 28D
de_mirage
mirage
13 โ€“ 9
ENCE Academy 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
Schwarz
23 14 6 1.64 48% 125.7 90.9% 0.77
millert
22 13 4 1.69 32% 108.4 68.2% 0.65
teme
20 15 10 1.33 65% 108.5 81.8% 0.67
Blick
11 14 4 0.79 18% 64.9 63.6% 0.32
Cliqq
7 16 2 0.44 57% 38.8 54.5% 0.2
CT SIDE
doto
21 17 3 1.24 67% 114.9 81.8% 0.68
Samppa
15 18 5 0.83 53% 86.2 63.6% 0.43
kaavio
15 15 0 1.00 53% 72.9 72.7% 0.47
shaker
13 14 3 0.93 62% 63.7 63.6% 0.42
Matz
7 18 7 0.39 57% 67.3 72.7% 0.27
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Schwarz
8 9 1 75% 81.8 83.3% 0.52
millert
11 11 1 27% 93.7 41.7% 0.42
teme
9 9 7 67% 102.8 75.0% 0.55
Blick
9 10 1 22% 89.0 50.0% 0.38
Cliqq
1 11 1 100% 22.3 33.3% 0.03
1ST HALF โ€” CT SIDE
doto
15 8 1 53% 135.4 91.7% 0.87
Samppa
9 8 3 56% 86.1 66.7% 0.52
kaavio
12 6 0 50% 103.3 83.3% 0.74
shaker
7 6 3 57% 54.4 75.0% 0.47
Matz
6 9 5 67% 90.8 91.7% 0.47
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Schwarz
15 5 5 33% 178.5 100.0% 1.09
millert
11 2 3 36% 126.0 100.0% 0.93
teme
11 6 3 64% 115.4 90.0% 0.81
Blick
2 4 3 0% 35.9 80.0% 0.22
Cliqq
6 5 1 50% 58.5 80.0% 0.48
2ND HALF โ€” T SIDE
doto
6 9 2 100% 90.3 70.0% 0.46
Samppa
6 10 2 50% 86.3 60.0% 0.32
kaavio
3 9 0 67% 36.3 60.0% 0.17
shaker
6 8 0 67% 74.8 50.0% 0.37
Matz
1 9 2 0% 39.0 50.0% -0.04
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 10
ENCE Academy 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
doto
18 14 6 1.29 56% 90.5 65.2% 0.55
Samppa
17 19 4 0.89 71% 87.2 73.9% 0.51
Matz
15 19 6 0.79 47% 70.9 73.9% 0.41
shaker
14 19 6 0.74 7% 82.7 65.2% 0.32
kaavio
10 17 6 0.59 30% 66.6 78.3% 0.31
CT SIDE
millert
24 15 4 1.60 42% 129.3 82.6% 0.74
Schwarz
20 16 12 1.25 40% 109.0 87.0% 0.62
Blick
18 13 3 1.38 56% 76.9 91.3% 0.61
Cliqq
15 17 9 0.88 60% 83.9 82.6% 0.49
teme
11 14 7 0.79 45% 66.7 87.0% 0.42
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
doto
7 10 3 71% 77.4 50.0% 0.36
Samppa
7 12 3 100% 86.5 58.3% 0.39
Matz
5 10 2 60% 49.9 58.3% 0.25
shaker
3 12 1 0% 36.8 41.7% -0.03
kaavio
4 10 2 50% 65.0 75.0% 0.26
1ST HALF โ€” CT SIDE
millert
16 6 2 44% 151.9 83.3% 0.95
Schwarz
16 6 8 38% 157.1 100.0% 0.99
Blick
8 4 1 50% 58.8 100.0% 0.61
Cliqq
8 6 5 50% 88.4 91.7% 0.59
teme
6 5 4 50% 77.5 91.7% 0.52
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
doto
11 4 3 45% 104.7 81.8% 0.77
Samppa
10 7 1 50% 87.9 90.9% 0.65
Matz
10 9 4 40% 93.8 90.9% 0.59
shaker
11 7 5 9% 132.8 90.9% 0.7
kaavio
6 7 4 17% 68.3 81.8% 0.39
2ND HALF โ€” T SIDE
millert
8 9 2 38% 104.6 81.8% 0.5
Schwarz
4 10 4 50% 56.6 72.7% 0.23
Blick
10 9 2 60% 96.7 81.8% 0.6
Cliqq
7 11 4 71% 78.9 72.7% 0.39
teme
5 9 3 40% 54.8 81.8% 0.31
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
millert t2
46 28 8 1.64 37% 119.1 75.6% 45
Schwarz t2
43 30 18 1.43 44% 117.2 88.9% 45
doto t1
39 31 9 1.26 62% 102.4 73.3% 45
Samppa t1
32 37 9 0.86 62% 86.7 68.9% 45
teme t2
31 29 17 1.07 58% 87.1 84.4% 45
Blick t2
29 27 7 1.07 41% 71.0 77.8% 45
shaker t1
27 33 9 0.82 33% 73.4 64.4% 45
kaavio t1
25 32 6 0.78 44% 69.6 75.6% 45
Matz t1
22 37 13 0.59 50% 69.1 73.3% 45
Cliqq t2
22 33 11 0.67 59% 61.8 68.9% 45
Player Awards
🔫
Top Fragger
millert
46 kills
🎯
Headshot Machine
millert
37% HS
46K
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
Schwarz
23 14 6 1.64 48% 125.7 90.9% 0.77
millert
22 13 4 1.69 32% 108.4 68.2% 0.65
teme
20 15 10 1.33 65% 108.5 81.8% 0.67
Blick
11 14 4 0.79 18% 64.9 63.6% 0.32
Cliqq
7 16 2 0.44 57% 38.8 54.5% 0.2
doto
21 17 3 1.24 67% 114.9 81.8% 0.68
Samppa
15 18 5 0.83 53% 86.2 63.6% 0.43
kaavio
15 15 0 1.00 53% 72.9 72.7% 0.47
shaker
13 14 3 0.93 62% 63.7 63.6% 0.42
Matz
7 18 7 0.39 57% 67.3 72.7% 0.27
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
doto
18 14 6 1.29 56% 90.5 65.2% 0.55
Samppa
17 19 4 0.89 71% 87.2 73.9% 0.51
Matz
15 19 6 0.79 47% 70.9 73.9% 0.41
shaker
14 19 6 0.74 7% 82.7 65.2% 0.32
kaavio
10 17 6 0.59 30% 66.6 78.3% 0.31
millert
24 15 4 1.60 42% 129.3 82.6% 0.74
Schwarz
20 16 12 1.25 40% 109.0 87.0% 0.62
Blick
18 13 3 1.38 56% 76.9 91.3% 0.61
Cliqq
15 17 9 0.88 60% 83.9 82.6% 0.49
teme
11 14 7 0.79 45% 66.7 87.0% 0.42
de_dust2 dust2 25 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 $14900 | CT $22350
Round 5
T $19350 | CT $14050
Round 6
T $21250 | CT $5000
Round 7
T $24200 | CT $24500
Round 8
T $23650 | CT $28300
Round 9
T $1000 | CT $29750
Round 10
T $21700 | CT $30350
Round 11
T $6700 | CT $29950
Round 12
T $24700 | CT $30150
Round 13
T $19600 | CT $31050
Round 14
T $19350 | CT $32150
Round 15
T $4300 | CT $4250
HT
Round 16
T $1000 | CT $20100
Round 17
T $23700 | CT $24400
Round 18
T $25000 | CT $17950
Round 19
T $6500 | CT $27000
Round 20
T $27250 | CT $28250
Round 21
T $6700 | CT $28500
Round 22
T $26250 | CT $30450
Round 23
T $21300 | CT $27850
Round 24
T $23300 | CT $11150
Round 25
T $8550 | CT $27400
de_mirage mirage 24 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 $4350 | CT $4350
Round 4
T $1500 | CT $20100
Round 5
T $26200 | CT $26250
Round 6
T $7700 | CT $30000
Round 7
T $25600 | CT $30700
Round 8
T $25100 | CT $29000
Round 9
T $10050 | CT $30300
Round 10
T $24950 | CT $30900
Round 11
T $27250 | CT $26700
Round 12
T $25000 | CT $21750
Round 13
T $25200 | CT $2100
Round 14
T $28150 | CT $27150
Round 15
T $4250 | CT $4250
HT
Round 16
T $18800 | CT $13650
Round 17
T $8200 | CT $27000
Round 18
T $1500 | CT $29400
Round 19
T $22600 | CT $30850
Round 20
T $24700 | CT $29850
Round 21
T $17300 | CT $27800
Round 22
T $4250 | CT $27800
Round 23
T $26750 | CT $29950
Round 24
T $19050 | CT $30650
ENCE Academy Eco Rating: 7.7
Eco rounds
1/9 W (11%)
Force buy
1/7 W (14%)
Full buy
19 rounds
Avg Equip
$16732
Util Dmg
12.00
0.3/rd
Opening K
9
26%/rd
Trade Kill Rate 56%
Headshot% 52%
2K
3
3K
2
4K
3
5K
16
TMVG Eco Rating: 15.2
Eco rounds
3/5 W (60%)
Force buy
1/2 W (50%)
Full buy
31 rounds
Avg Equip
$23553
Util Dmg
1.00
0.0/rd
Opening K
16
42%/rd
Trade Kill Rate 44%
Headshot% 42%
2K
0
3K
0
4K
1
5K
23
CQ Feature Intelligence 534 features
null: 53.0% โฌก Gold
Form (30d / 90d)
WR 30d
45.5% vs 50.0%
WR 90d
50.0% vs 50.0%
Rating 30d
1.04 vs 1.67
Form Slope
โ†“-0.060 vs โ€”
Map Intelligence
CT WR 90d
53.2% vs 75.0%
T WR 90d
41.1% vs 83.3%
Pool Depth
โ€” vs โ€”
Team Dynamics
Days Rest
1.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.8 vs โ€”
Elo ฮ” -90
Elo Win% 37.3%
ENCE Academy Eco Rating: 7.7
Economy Mastery
Eco Win%
11%
Force Win%
14%
Kill Quality
Headshot%
52%
Trade Rate
56%
Opening K/Rd
26%
Util Dmg/Rd
0.3
Multi-Kill Rounds
2K
3
3K
2
4K
3
5K
16
Multi-Kill Score: 80
TMVG Eco Rating: 15.2
Economy Mastery
Eco Win%
60%
Force Win%
50%
Kill Quality
Headshot%
42%
Trade Rate
44%
Opening K/Rd
42%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
0
3K
0
4K
1
5K
23
Multi-Kill Score: 95
Quantum Locked

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

Current: 53.0% 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_dust2 dust2 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 $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 Bomb planted
Round 4 4 โ€” 1st half
T $14900 | CT $22350
T buy: half_buy CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $19350 | CT $14050
T buy: half_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $21250 | CT $5000
T buy: half_buy CT buy: force_buy Bomb planted
Round 7 7 โ€” 1st half
T $24200 | CT $24500
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $23650 | CT $28300
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $1000 | CT $29750
T buy: eco CT buy: full_buy
Round 10 10 โ€” 1st half
T $21700 | CT $30350
T buy: half_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $6700 | CT $29950
T buy: force_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $24700 | CT $30150
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $19600 | CT $31050
T buy: half_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $19350 | CT $32150
T buy: half_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $4300 | CT $4250
T buy: eco CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $1000 | CT $20100
T buy: eco CT buy: half_buy
Round 17 17 โ€” 2nd half
T $23700 | CT $24400
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $25000 | CT $17950
T buy: full_buy CT buy: half_buy
Round 19 19 โ€” 2nd half
T $6500 | CT $27000
T buy: force_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27250 | CT $28250
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $6700 | CT $28500
T buy: force_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $26250 | CT $30450
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $21300 | CT $27850
T buy: half_buy CT buy: full_buy
Round 24 24 โ€” 2nd half
T $23300 | CT $11150
T buy: full_buy CT buy: force_buy Bomb planted
Round 25 25 โ€” 2nd half
T $8550 | CT $27400
T buy: force_buy CT buy: full_buy Bomb planted
de_mirage mirage 24 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 $4350 | CT $4350
T buy: eco CT buy: eco
Round 4 4 โ€” 1st half
T $1500 | CT $20100
T buy: eco CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $26200 | CT $26250
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $7700 | CT $30000
T buy: force_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $25600 | CT $30700
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $25100 | CT $29000
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $10050 | CT $30300
T buy: force_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $24950 | CT $30900
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27250 | CT $26700
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $25000 | CT $21750
T buy: full_buy CT buy: half_buy
Round 13 13 โ€” 1st half
T $25200 | CT $2100
T buy: full_buy CT buy: eco Bomb planted
Round 14 14 โ€” 1st half
T $28150 | CT $27150
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $4250 | CT $4250
T buy: eco CT buy: eco Bomb planted
HT
Round 16 16 โ€” 2nd half
T $18800 | CT $13650
T buy: half_buy CT buy: half_buy
Round 17 17 โ€” 2nd half
T $8200 | CT $27000
T buy: force_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $1500 | CT $29400
T buy: eco CT buy: full_buy
Round 19 19 โ€” 2nd half
T $22600 | CT $30850
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $24700 | CT $29850
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $17300 | CT $27800
T buy: half_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $4250 | CT $27800
T buy: eco CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $26750 | CT $29950
T buy: full_buy CT buy: full_buy
Round 24 24 โ€” 2nd half
T $19050 | CT $30650
T buy: half_buy CT buy: full_buy