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FINAL 30 Jul 2025 20:07 UTC
Northern Lights
Northern Lights
Elo 1459
0 โ€“ 2
Winner: VP.Prodigy
VP.Prodigy
VP.Prodigy
RU
Elo 1522
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF CORRECT
Northern Lights 42.5% 57.5% VP.Prodigy
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
15 โ€“ 19
6|6vs6|6
VP.Prodigy
dust2
6 โ€“ 13
4|2vs5|8
VP.Prodigy
Match Highlights Demo parsed
Top Performers
Top Fragger
b1st
49
kills
ADR 98.4
Top Assist
AquaRS
15
assists
3 flash
Best ADR
AquaRS
99.4
avg dmg/rd
45K 34D
Best KAST
Observer
100.0%
KAST
0K 0D
Most HS
F0R3VER
29
headshots
72% HS rate
Best K/D
b1st
1.88
K/D ratio
49K 26D
de_ancient
ancient
15 โ€“ 19
OT VP.Prodigy WON
Round Timeline
CT win T win
HT
OT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
Wonder
28 24 4 1.17 57% 86.1 73.5% 0.56
lindeen
27 28 6 0.96 56% 107.7 67.6% 0.52
Sn0w
24 23 9 1.04 42% 81.7 73.5% 0.48
meinz
21 28 8 0.75 57% 75.6 85.3% 0.44
doobs
15 23 8 0.65 60% 55.4 64.7% 0.33
CT SIDE
b1st
33 18 7 1.83 24% 104.8 85.3% 0.68
TriBorgg1
26 22 8 1.18 73% 92.2 82.4% 0.6
AquaRS
24 26 11 0.92 50% 89.0 82.4% 0.5
F0R3VER
23 25 8 0.92 70% 79.9 79.4% 0.51
anon
19 23 10 0.83 63% 73.9 76.5% 0.45
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Wonder
12 14 3 75% 76.8 66.7% 0.46
lindeen
16 16 3 56% 109.9 72.2% 0.56
Sn0w
13 11 5 38% 84.9 77.8% 0.52
meinz
9 15 3 67% 62.8 77.8% 0.36
doobs
9 12 4 67% 61.9 66.7% 0.39
1ST HALF โ€” CT SIDE
b1st
20 9 4 15% 119.5 94.4% 0.79
TriBorgg1
10 12 6 70% 71.6 83.3% 0.47
AquaRS
14 13 3 50% 86.0 83.3% 0.55
F0R3VER
12 13 6 58% 83.4 83.3% 0.5
anon
12 12 6 58% 81.6 83.3% 0.52
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Wonder
16 10 1 44% 96.6 81.2% 0.68
lindeen
11 12 3 55% 105.2 62.5% 0.48
Sn0w
11 12 4 45% 78.1 68.8% 0.44
meinz
12 13 5 50% 90.1 93.8% 0.54
doobs
6 11 4 50% 48.1 62.5% 0.27
2ND HALF โ€” T SIDE
b1st
13 9 3 38% 88.2 75.0% 0.57
TriBorgg1
16 10 2 75% 115.4 81.2% 0.75
AquaRS
10 13 8 50% 92.4 81.2% 0.45
F0R3VER
11 12 2 82% 76.0 75.0% 0.51
anon
7 11 4 71% 65.2 68.8% 0.37
Highlights available for subscribers Sign in
de_dust2
dust2
6 โ€“ 13
VP.Prodigy 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
AquaRS
21 8 4 2.62 62% 117.8 78.9% 0.84
F0R3VER
17 15 7 1.13 76% 115.5 94.7% 0.69
b1st
16 8 5 2.00 44% 92.1 94.7% 0.69
anon
13 9 5 1.44 31% 62.1 89.5% 0.53
TriBorgg1
11 10 4 1.10 73% 75.2 84.2% 0.54
CT SIDE
Sn0w
11 15 3 0.73 18% 72.6 52.6% 0.29
Wonder
11 15 4 0.73 27% 60.4 73.7% 0.34
lindeen
9 15 3 0.60 100% 69.7 63.2% 0.39
meinz
8 18 1 0.44 50% 50.0 42.1% 0.16
doobs
8 15 7 0.53 50% 69.5 63.2% 0.29
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
AquaRS
14 5 2 57% 128.3 66.7% 0.84
F0R3VER
9 11 3 78% 101.4 91.7% 0.56
b1st
9 4 3 33% 83.2 100.0% 0.66
anon
6 4 3 33% 45.2 91.7% 0.47
TriBorgg1
8 8 1 75% 74.8 75.0% 0.51
1ST HALF โ€” CT SIDE
Sn0w
8 9 2 12% 93.1 66.7% 0.4
Wonder
7 9 4 43% 59.6 83.3% 0.4
lindeen
6 8 2 100% 69.7 58.3% 0.43
meinz
6 11 1 33% 56.3 41.7% 0.19
doobs
5 9 4 60% 68.5 75.0% 0.34
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
AquaRS
7 3 2 71% 99.9 100.0% 0.83
F0R3VER
8 4 4 75% 139.6 100.0% 0.91
b1st
7 4 2 57% 107.3 85.7% 0.74
anon
7 5 2 29% 91.0 85.7% 0.63
TriBorgg1
3 2 3 67% 75.7 100.0% 0.57
2ND HALF โ€” T SIDE
Sn0w
3 6 1 33% 37.6 28.6% 0.11
Wonder
4 6 0 0% 61.7 57.1% 0.24
lindeen
3 7 1 100% 69.7 71.4% 0.33
meinz
2 7 0 100% 39.1 42.9% 0.14
doobs
3 6 3 33% 71.3 42.9% 0.2
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
b1st t2
49 26 12 1.88 31% 98.4 88.9% 54
AquaRS t2
45 34 15 1.32 56% 99.4 81.1% 53
F0R3VER t2
40 40 15 1.00 72% 92.7 84.9% 53
Wonder t1
39 39 8 1.00 49% 75.5 74.1% 54
TriBorgg1 t2
37 32 12 1.16 73% 86.1 83.0% 53
lindeen t1
36 43 9 0.84 67% 94.1 66.0% 53
Sn0w t1
35 38 12 0.92 34% 77.0 66.7% 54
anon t2
32 32 15 1.00 50% 68.4 81.5% 54
meinz t1
29 46 9 0.63 55% 66.5 69.8% 53
doobs t1
23 38 15 0.61 57% 60.5 64.2% 53
Observer t2
0 0 0 0.00 0% โ€” 100.0% 1
Player Awards
🔫
Top Fragger
b1st
49 kills
🎯
Headshot Machine
b1st
31% HS
49K
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
Wonder
28 24 4 1.17 57% 86.1 73.5% 0.56
lindeen
27 28 6 0.96 56% 107.7 67.6% 0.52
Sn0w
24 23 9 1.04 42% 81.7 73.5% 0.48
meinz
21 28 8 0.75 57% 75.6 85.3% 0.44
doobs
15 23 8 0.65 60% 55.4 64.7% 0.33
b1st
33 18 7 1.83 24% 104.8 85.3% 0.68
TriBorgg1
26 22 8 1.18 73% 92.2 82.4% 0.6
AquaRS
24 26 11 0.92 50% 89.0 82.4% 0.5
F0R3VER
23 25 8 0.92 70% 79.9 79.4% 0.51
anon
19 23 10 0.83 63% 73.9 76.5% 0.45
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
AquaRS
21 8 4 2.62 62% 117.8 78.9% 0.84
F0R3VER
17 15 7 1.13 76% 115.5 94.7% 0.69
b1st
16 8 5 2.00 44% 92.1 94.7% 0.69
anon
13 9 5 1.44 31% 62.1 89.5% 0.53
TriBorgg1
11 10 4 1.10 73% 75.2 84.2% 0.54
Sn0w
11 15 3 0.73 18% 72.6 52.6% 0.29
Wonder
11 15 4 0.73 27% 60.4 73.7% 0.34
lindeen
9 15 3 0.60 100% 69.7 63.2% 0.39
meinz
8 18 1 0.44 50% 50.0 42.1% 0.16
doobs
8 15 7 0.53 50% 69.5 63.2% 0.29
de_ancient ancient 35 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4650 | CT $4000
Round 3
T $19800 | CT $10300
Round 4
T $21250 | CT $8250
Round 5
T $15300 | CT $26000
Round 6
T $3450 | CT $30850
Round 7
T $23650 | CT $31450
Round 8
T $11550 | CT $30850
Round 9
T $24300 | CT $30950
Round 10
T $26250 | CT $29850
Round 11
T $27150 | CT $29850
Round 12
T $27350 | CT $2400
Round 13
T $27050 | CT $28900
Round 14
T $4500 | CT $4350
Round 15
T $18200 | CT $13200
HT
Round 16
T $19900 | CT $14400
Round 17
T $11450 | CT $25100
Round 18
T $4450 | CT $28350
Round 19
T $21300 | CT $30650
Round 20
T $24800 | CT $28050
Round 21
T $26850 | CT $13800
Round 22
T $23000 | CT $29750
Round 23
T $23550 | CT $19050
Round 24
T $23950 | CT $11450
Round 25
T $22200 | CT $30150
Round 26
T $27250 | CT $30100
Round 27
T $27350 | CT $30100
Round 28
T $27950 | CT $30100
Round 29
T $27100 | CT $30850
Round 30
T $27650 | CT $30250
OT
Round 31
T $27850 | CT $32250
Round 32
T $27100 | CT $30200
Round 33
T $27400 | CT $30350
Round 34
T $27250 | CT $30750
Round 35
T $27350 | CT $30000
de_dust2 dust2 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 $4050
Round 3
T $10200 | CT $22300
Round 4
T $25450 | CT $9900
Round 5
T $26300 | CT $1000
Round 6
T $27950 | CT $25450
Round 7
T $27750 | CT $11200
Round 8
T $28050 | CT $28000
Round 9
T $27050 | CT $29000
Round 10
T $27150 | CT $3450
Round 11
T $27050 | CT $30200
Round 12
T $22200 | CT $32350
Round 13
T $27200 | CT $23200
Round 14
T $4300 | CT $4200
Round 15
T $14450 | CT $22400
HT
Round 16
T $21750 | CT $9300
Round 17
T $10200 | CT $27300
Round 18
T $8450 | CT $28200
Round 19
T $11950 | CT $31050
Round 20
T $27000 | CT $27050
VP.Prodigy Eco Rating: 15.4
Eco rounds
3/4 W (75%)
Force buy
1/3 W (33%)
Full buy
10 rounds
Avg Equip
$19453
Util Dmg
2.00
0.1/rd
Opening K
9
53%/rd
Trade Kill Rate 42%
Headshot% 46%
2K
3
3K
2
4K
2
5K
10
Northern Lights Eco Rating: 10.3
Eco rounds
0/2 W (0%)
Force buy
2/4 W (50%)
Full buy
10 rounds
Avg Equip
$19937
Util Dmg
3.00
0.2/rd
Opening K
12
75%/rd
Trade Kill Rate 35%
Headshot% 53%
2K
2
3K
3
4K
0
5K
10
VP.Prodigy Eco Rating: 15.4
Economy Mastery
Eco Win%
75%
Force Win%
33%
Kill Quality
Headshot%
46%
Trade Rate
42%
Opening K/Rd
53%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
3
3K
2
4K
2
5K
10
Multi-Kill Score: 53
Northern Lights Eco Rating: 10.3
Economy Mastery
Eco Win%
0%
Force Win%
50%
Kill Quality
Headshot%
53%
Trade Rate
35%
Opening K/Rd
75%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
2
3K
3
4K
0
5K
10
Multi-Kill Score: 48
Quantum Locked

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

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 35 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 $4650 | CT $4000
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19800 | CT $10300
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $21250 | CT $8250
T buy: half_buy CT buy: force_buy
Round 5 5 โ€” 1st half
T $15300 | CT $26000
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $3450 | CT $30850
T buy: eco CT buy: full_buy
Round 7 7 โ€” 1st half
T $23650 | CT $31450
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $11550 | CT $30850
T buy: force_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $24300 | CT $30950
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $26250 | CT $29850
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27150 | CT $29850
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27350 | CT $2400
T buy: full_buy CT buy: eco Bomb planted
Round 13 13 โ€” 1st half
T $27050 | CT $28900
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4500 | CT $4350
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $18200 | CT $13200
T buy: half_buy CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $19900 | CT $14400
T buy: half_buy CT buy: half_buy
Round 17 17 โ€” 2nd half
T $11450 | CT $25100
T buy: force_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $4450 | CT $28350
T buy: eco CT buy: full_buy
Round 19 19 โ€” 2nd half
T $21300 | CT $30650
T buy: half_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $24800 | CT $28050
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $26850 | CT $13800
T buy: full_buy CT buy: half_buy
Round 22 22 โ€” 2nd half
T $23000 | CT $29750
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $23550 | CT $19050
T buy: full_buy CT buy: half_buy Bomb planted
Round 24 24 โ€” 2nd half
T $23950 | CT $11450
T buy: full_buy CT buy: force_buy Bomb planted
Round 25 25 โ€” 2nd half
T $22200 | CT $30150
T buy: half_buy CT buy: full_buy Bomb planted
Round 26 26 โ€” 2nd half
T $27250 | CT $30100
T buy: full_buy CT buy: full_buy
Round 27 27 โ€” 2nd half
T $27350 | CT $30100
T buy: full_buy CT buy: full_buy Bomb planted
Round 28 28 โ€” 2nd half
T $27950 | CT $30100
T buy: full_buy CT buy: full_buy Bomb planted
Round 29 29 โ€” 2nd half
T $27100 | CT $30850
T buy: full_buy CT buy: full_buy Bomb planted
Round 30 30 โ€” 2nd half
T $27650 | CT $30250
T buy: full_buy CT buy: full_buy Bomb planted
OT
Round 31 31 โ€” OT
T $27850 | CT $32250
T buy: full_buy CT buy: full_buy Bomb planted
Round 32 32 โ€” OT
T $27100 | CT $30200
T buy: full_buy CT buy: full_buy
Round 33 33 โ€” OT
T $27400 | CT $30350
T buy: full_buy CT buy: full_buy
Round 34 34 โ€” OT
T $27250 | CT $30750
T buy: full_buy CT buy: full_buy Bomb planted
Round 35 35 โ€” OT
T $27350 | CT $30000
T buy: full_buy CT buy: full_buy Bomb planted
de_dust2 dust2 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 $4050
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $10200 | CT $22300
T buy: force_buy CT buy: half_buy Bomb planted
Round 4 4 โ€” 1st half
T $25450 | CT $9900
T buy: full_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $26300 | CT $1000
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $27950 | CT $25450
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $27750 | CT $11200
T buy: full_buy CT buy: force_buy Bomb planted
Round 8 8 โ€” 1st half
T $28050 | CT $28000
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $27050 | CT $29000
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27150 | CT $3450
T buy: full_buy CT buy: eco
Round 11 11 โ€” 1st half
T $27050 | CT $30200
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $22200 | CT $32350
T buy: half_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $27200 | CT $23200
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4300 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $14450 | CT $22400
T buy: half_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $21750 | CT $9300
T buy: half_buy CT buy: force_buy
Round 17 17 โ€” 2nd half
T $10200 | CT $27300
T buy: force_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $8450 | CT $28200
T buy: force_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $11950 | CT $31050
T buy: force_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27000 | CT $27050
T buy: full_buy CT buy: full_buy