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FINAL 11 May 2026 21:30 UTC
Lynn Vision
Lynn Vision
Elo 1531
2 โ€“ 0
Winner: Lynn Vision
Alter Ego
Alter Ego
ID
Elo 1507
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 70% CONF WRONG
Lynn Vision 29.6% 70.4% Alter Ego
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)
dust2
13 โ€“ 10
8|5vs7|3
Lynn Vision
overpass
13 โ€“ 7
11|2vs6|1
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
Starry
47
kills
ADR 118.1
Top Assist
westmelon
18
assists
3 flash
Best ADR
Starry
118.1
avg dmg/rd
47K 28D
Best KAST
EmiliaQAQ
83.7%
KAST
34K 30D
Most HS
Starry
22
headshots
47% HS rate
Best K/D
z4KR
1.70
K/D ratio
39K 23D
de_dust2
dust2
13 โ€“ 10
Lynn Vision 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
Starry
26 16 8 1.62 46% 126.2 78.3% 0.75
z4KR
22 11 8 2.00 36% 97.7 87.0% 0.71
EmiliaQAQ
20 16 6 1.25 45% 76.4 91.3% 0.59
C4LLM3SU3
14 12 5 1.17 43% 68.2 91.3% 0.51
westmelon
11 19 10 0.58 45% 60.4 82.6% 0.33
CT SIDE
Gratisfaction
17 14 5 1.21 29% 81.7 82.6% 0.52
Pokemon
16 20 4 0.80 69% 78.6 69.6% 0.45
Polbandana
13 17 3 0.76 62% 72.9 60.9% 0.39
BnTeT
12 19 8 0.63 67% 60.7 60.9% 0.33
tomiko
12 19 4 0.63 67% 71.6 69.6% 0.37
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Starry
13 10 3 62% 109.8 66.7% 0.66
z4KR
8 7 6 75% 72.8 83.3% 0.55
EmiliaQAQ
9 10 5 56% 87.0 91.7% 0.53
C4LLM3SU3
8 9 3 50% 82.9 91.7% 0.5
westmelon
6 11 4 67% 68.9 83.3% 0.36
1ST HALF โ€” CT SIDE
Gratisfaction
11 6 3 9% 99.0 91.7% 0.65
Pokemon
10 10 1 70% 80.9 66.7% 0.52
Polbandana
7 8 2 57% 74.8 58.3% 0.41
BnTeT
9 10 7 67% 84.8 83.3% 0.52
tomiko
10 10 2 70% 94.4 91.7% 0.6
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Starry
13 6 5 31% 144.1 90.9% 0.86
z4KR
14 4 2 14% 124.8 90.9% 0.9
EmiliaQAQ
11 6 1 36% 64.9 90.9% 0.66
C4LLM3SU3
6 3 2 33% 52.1 90.9% 0.52
westmelon
5 8 6 20% 51.2 81.8% 0.3
2ND HALF โ€” T SIDE
Gratisfaction
6 8 2 67% 62.8 72.7% 0.4
Pokemon
6 10 3 67% 76.0 72.7% 0.37
Polbandana
6 9 1 67% 70.8 63.6% 0.37
BnTeT
3 9 1 67% 34.5 36.4% 0.12
tomiko
2 9 2 50% 46.6 45.5% 0.1
Highlights available for subscribers Sign in
de_overpass
overpass
13 โ€“ 7
Lynn Vision 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
BnTeT
14 15 3 0.93 29% 60.2 75.0% 0.41
Polbandana
14 16 4 0.88 64% 93.6 75.0% 0.5
Gratisfaction
13 15 5 0.87 38% 77.0 65.0% 0.4
Pokemon
9 17 8 0.53 33% 55.0 75.0% 0.27
tomiko
7 14 3 0.50 71% 38.8 70.0% 0.29
CT SIDE
Starry
21 12 4 1.75 48% 108.8 85.0% 0.74
z4KR
17 12 4 1.42 24% 77.2 75.0% 0.54
westmelon
15 10 8 1.50 47% 76.3 85.0% 0.58
EmiliaQAQ
14 14 3 1.00 29% 69.7 75.0% 0.44
C4LLM3SU3
13 12 6 1.08 54% 90.2 75.0% 0.52
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
BnTeT
5 11 2 20% 42.8 58.3% 0.15
Polbandana
5 11 0 80% 71.9 58.3% 0.29
Gratisfaction
5 12 3 60% 64.1 58.3% 0.22
Pokemon
6 11 2 33% 60.4 66.7% 0.26
tomiko
3 11 1 67% 25.5 66.7% 0.14
1ST HALF โ€” CT SIDE
Starry
16 5 3 44% 142.9 91.7% 0.98
z4KR
13 5 3 15% 103.6 91.7% 0.77
westmelon
9 3 4 56% 88.2 91.7% 0.71
EmiliaQAQ
11 7 1 36% 90.6 83.3% 0.64
C4LLM3SU3
7 4 3 57% 68.4 83.3% 0.56
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
BnTeT
9 4 1 33% 86.4 100.0% 0.79
Polbandana
9 5 4 56% 126.1 100.0% 0.84
Gratisfaction
8 3 2 25% 96.5 75.0% 0.71
Pokemon
3 6 6 33% 47.0 87.5% 0.28
tomiko
4 3 2 75% 58.8 75.0% 0.5
2ND HALF โ€” T SIDE
Starry
5 7 1 60% 57.5 75.0% 0.38
z4KR
4 7 1 50% 37.5 50.0% 0.22
westmelon
6 7 4 33% 58.4 75.0% 0.4
EmiliaQAQ
3 7 2 0% 38.2 62.5% 0.12
C4LLM3SU3
6 8 3 50% 122.9 62.5% 0.45
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
Starry t1
47 28 12 1.68 47% 118.1 81.4% 43
z4KR t1
39 23 12 1.70 31% 88.1 81.4% 43
EmiliaQAQ t1
34 30 9 1.13 38% 73.3 83.7% 43
Gratisfaction t2
30 29 10 1.03 33% 79.5 74.4% 43
C4LLM3SU3 t1
27 24 11 1.12 48% 78.4 83.7% 43
Polbandana t2
27 33 7 0.82 63% 82.5 67.4% 43
westmelon t1
26 29 18 0.90 46% 67.8 83.7% 43
BnTeT t2
26 34 11 0.76 46% 60.5 67.4% 43
Pokemon t2
25 37 12 0.68 56% 67.6 72.1% 43
tomiko t2
19 33 7 0.58 68% 56.3 69.8% 43
Player Awards
🔫
Top Fragger
Starry
47 kills
🎯
Headshot Machine
Starry
47% HS
47K
Per-Map Player Stats per map ยท sorted by kills
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
Starry
26 16 8 1.62 46% 126.2 78.3% 0.75
z4KR
22 11 8 2.00 36% 97.7 87.0% 0.71
EmiliaQAQ
20 16 6 1.25 45% 76.4 91.3% 0.59
C4LLM3SU3
14 12 5 1.17 43% 68.2 91.3% 0.51
westmelon
11 19 10 0.58 45% 60.4 82.6% 0.33
Gratisfaction
17 14 5 1.21 29% 81.7 82.6% 0.52
Pokemon
16 20 4 0.80 69% 78.6 69.6% 0.45
Polbandana
13 17 3 0.76 62% 72.9 60.9% 0.39
BnTeT
12 19 8 0.63 67% 60.7 60.9% 0.33
tomiko
12 19 4 0.63 67% 71.6 69.6% 0.37
de_overpass overpass 10 players
Player K D A K/D HS% ADR KAST% Impact
BnTeT
14 15 3 0.93 29% 60.2 75.0% 0.41
Polbandana
14 16 4 0.88 64% 93.6 75.0% 0.5
Gratisfaction
13 15 5 0.87 38% 77.0 65.0% 0.4
Pokemon
9 17 8 0.53 33% 55.0 75.0% 0.27
tomiko
7 14 3 0.50 71% 38.8 70.0% 0.29
Starry
21 12 4 1.75 48% 108.8 85.0% 0.74
z4KR
17 12 4 1.42 24% 77.2 75.0% 0.54
westmelon
15 10 8 1.50 47% 76.3 85.0% 0.58
EmiliaQAQ
14 14 3 1.00 29% 69.7 75.0% 0.44
C4LLM3SU3
13 12 6 1.08 54% 90.2 75.0% 0.52
de_dust2 dust2 23 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4150 | CT $4400
Round 2
T $10400 | CT $21800
Round 3
T $22100 | CT $9350
Round 4
T $24300 | CT $1000
Round 5
T $26850 | CT $24800
Round 6
T $25950 | CT $27900
Round 7
T $26400 | CT $1500
Round 8
T $27600 | CT $25350
Round 9
T $20500 | CT $26000
Round 10
T $2000 | CT $29850
Round 11
T $22400 | CT $30550
Round 12
T $20400 | CT $30550
Round 13
T $4150 | CT $4550
Round 14
T $20200 | CT $10500
Round 15
T $22150 | CT $9500
HT
Round 16
T $17950 | CT $28650
Round 17
T $1550 | CT $30050
Round 18
T $23600 | CT $28650
Round 19
T $25100 | CT $29300
Round 20
T $4650 | CT $31200
Round 21
T $24200 | CT $30150
Round 22
T $9400 | CT $30250
Round 23
T $25350 | CT $33400
de_overpass overpass 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4850 | CT $4200
Round 2
T $1000 | CT $20500
Round 3
T $22600 | CT $25300
Round 4
T $8350 | CT $29050
Round 5
T $28450 | CT $25750
Round 6
T $21700 | CT $29300
Round 7
T $20300 | CT $28400
Round 8
T $8700 | CT $29250
Round 9
T $27050 | CT $29500
Round 10
T $22100 | CT $29950
Round 11
T $11800 | CT $29950
Round 12
T $23700 | CT $31550
Round 13
T $4400 | CT $4200
Round 14
T $16700 | CT $11050
Round 15
T $9150 | CT $25300
HT
Round 16
T $1500 | CT $31750
Round 17
T $21700 | CT $31450
Round 18
T $5450 | CT $30950
Round 19
T $25300 | CT $31850
Round 20
T $20400 | CT $31250
Alter Ego Eco Rating: 4.0
Eco rounds
0/2 W (0%)
Force buy
0/3 W (0%)
Full buy
37 rounds
Avg Equip
$23483
Util Dmg
1403.00
33.4/rd
Opening K
19
45%/rd
Trade Kill Rate 27%
Headshot% 40%
2K
0
3K
2
4K
0
5K
21
Lynn Vision Eco Rating: 5.6
Eco rounds
0/3 W (0%)
Force buy
0/4 W (0%)
Full buy
33 rounds
Avg Equip
$16664
Util Dmg
552.00
13.8/rd
Opening K
4
10%/rd
Trade Kill Rate 57%
Headshot% 56%
2K
2
3K
3
4K
4
5K
12
CQ Feature Intelligence 524 features
null: 44.7% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs 50.0%
WR 90d
41.2% vs 55.6%
Rating 30d
โ€” vs 1.15
Form Slope
โ€” vs โ†‘0.030
Map Intelligence
CT WR 90d
63.3% vs 57.1%
T WR 90d
54.2% vs 47.7%
Pool Depth
4.0 vs 3.0
Team Dynamics
Days Rest
36.0d vs 9.0d
Roster Stab
โ€” vs โ€”
Synergy
โ€” vs 0.65
Elo ฮ” -170
Elo Win% 27.3%
Alter Ego Eco Rating: 4.0
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
40%
Trade Rate
27%
Opening K/Rd
45%
Util Dmg/Rd
33.4
Multi-Kill Rounds
2K
0
3K
2
4K
0
5K
21
Multi-Kill Score: 88
Lynn Vision Eco Rating: 5.6
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
56%
Trade Rate
57%
Opening K/Rd
10%
Util Dmg/Rd
13.8
Multi-Kill Rounds
2K
2
3K
3
4K
4
5K
12
Multi-Kill Score: 68
Quantum Locked

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

Current: 44.7% 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_dust2 dust2 23 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 $4150 | CT $4400 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $10400 | CT $21800 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 3 3 โ€” 1st half
T $22100 | CT $9350 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 4 4 โ€” 1st half
T $24300 | CT $1000 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco
Round 5 5 โ€” 1st half
T $26850 | CT $24800 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $25950 | CT $27900 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $26400 | CT $1500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco Bomb planted
Round 8 8 โ€” 1st half
T $27600 | CT $25350 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $20500 | CT $26000 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $2000 | CT $29850 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $22400 | CT $30550 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $20400 | CT $30550 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $4150 | CT $4550 T WIN โ€” CT ELIM
T buy: force_buy CT buy: half_buy Bomb planted
Round 14 14 โ€” 1st half
T $20200 | CT $10500 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $22150 | CT $9500 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $17950 | CT $28650 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $1550 | CT $30050 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 18 18 โ€” 2nd half
T $23600 | CT $28650 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25100 | CT $29300 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $4650 | CT $31200 CT WIN โ€” T ELIM
T buy: half_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $24200 | CT $30150 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $9400 | CT $30250 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 23 23 โ€” 2nd half
T $25350 | CT $33400 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
de_overpass overpass 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 $4850 | CT $4200 CT WIN โ€” T ELIM
T buy: half_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $1000 | CT $20500 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 3 3 โ€” 1st half
T $22600 | CT $25300 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $8350 | CT $29050 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $28450 | CT $25750 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $21700 | CT $29300 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $20300 | CT $28400 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $8700 | CT $29250 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27050 | CT $29500 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $22100 | CT $29950 TIME EXPIRED
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $11800 | CT $29950 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $23700 | CT $31550 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $4400 | CT $4200 T WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $16700 | CT $11050 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $9150 | CT $25300 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $1500 | CT $31750 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 17 17 โ€” 2nd half
T $21700 | CT $31450 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $5450 | CT $30950 CT WIN โ€” T ELIM
T buy: half_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $25300 | CT $31850 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $20400 | CT $31250 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy