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FINAL 30 Mar 2026 21:25 UTC
Lynn Vision
Lynn Vision
Elo 1531
2 โ€“ 0
Winner: Lynn Vision
Change The Game
Change The Game
CN
Elo 1521
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 79% CONF WRONG
Lynn Vision 21.2% 78.8% Change The Game
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)
inferno
13 โ€“ 5
10|3vs3|2
Lynn Vision
ancient
13 โ€“ 8
8|5vs7|1
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
WestmeloNz
35
kills
ADR 79.8
Top Assist
Starry
19
assists
0 flash
Best ADR
C4LLM3SU3
88.6
avg dmg/rd
29K 22D
Best KAST
Starry
92.3%
KAST
25K 20D
Most HS
EmiliaQAQ
19
headshots
56% HS rate
Best K/D
EmiliaQAQ
1.62
K/D ratio
34K 21D
de_inferno
inferno
13 โ€“ 5
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
ProKiller
14 16 3 0.88 50% 87.1 66.7% 0.46
LaiKeXu
11 17 0 0.65 55% 74.3 50.0% 0.31
957
9 14 2 0.64 56% 48.3 66.7% 0.31
VanceKK
9 16 5 0.56 67% 68.3 66.7% 0.33
Hack1ng
3 13 7 0.23 100% 34.8 61.1% 0.21
CT SIDE
EmiliaQAQ
18 9 2 2.00 56% 95.9 94.4% 0.76
C4LLM3SU3
17 9 7 1.89 65% 95.5 94.4% 0.75
z4kr
17 11 3 1.55 18% 83.1 77.8% 0.59
WestmeloNz
16 11 7 1.45 25% 74.2 88.9% 0.59
Starry
9 9 10 1.00 44% 74.8 94.4% 0.49
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
ProKiller
8 12 1 50% 77.4 66.7% 0.36
LaiKeXu
5 12 0 60% 55.2 33.3% 0.14
957
5 10 2 60% 47.4 58.3% 0.24
VanceKK
4 11 1 50% 38.8 58.3% 0.15
Hack1ng
2 10 4 100% 39.2 41.7% 0.14
1ST HALF โ€” CT SIDE
EmiliaQAQ
16 4 2 50% 123.8 91.7% 0.99
C4LLM3SU3
10 3 3 50% 78.6 100.0% 0.74
z4kr
11 6 3 9% 82.1 75.0% 0.59
WestmeloNz
9 6 5 22% 59.7 83.3% 0.52
Starry
8 4 9 38% 92.5 91.7% 0.62
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
ProKiller
6 4 2 50% 106.5 66.7% 0.65
LaiKeXu
6 5 0 50% 112.7 83.3% 0.65
957
4 4 0 50% 50.0 83.3% 0.46
VanceKK
5 5 4 80% 127.5 83.3% 0.64
Hack1ng
1 3 3 100% 26.2 100.0% 0.36
2ND HALF โ€” T SIDE
EmiliaQAQ
2 5 0 100% 40.3 100.0% 0.36
C4LLM3SU3
7 6 4 86% 129.3 83.3% 0.76
z4kr
6 5 0 33% 85.2 83.3% 0.59
WestmeloNz
7 5 2 29% 103.3 100.0% 0.72
Starry
1 5 1 100% 39.5 100.0% 0.28
Highlights available for subscribers Sign in
de_ancient
ancient
13 โ€“ 8
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
WestmeloNz
19 13 6 1.46 53% 84.6 90.5% 0.65
z4kr
17 10 6 1.70 29% 85.1 90.5% 0.62
Starry
16 11 9 1.45 62% 84.5 90.5% 0.63
EmiliaQAQ
16 12 6 1.33 56% 80.2 81.0% 0.58
C4LLM3SU3
12 13 10 0.92 58% 82.8 81.0% 0.49
CT SIDE
VanceKK
20 15 3 1.33 50% 101.4 76.2% 0.63
ProKiller
11 14 8 0.79 9% 51.8 71.4% 0.31
957
10 18 5 0.56 50% 54.5 57.1% 0.26
Hack1ng
9 16 4 0.56 44% 50.6 71.4% 0.28
LaiKeXu
8 16 6 0.50 62% 52.6 57.1% 0.26
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
WestmeloNz
8 9 3 50% 69.5 83.3% 0.46
z4kr
10 8 6 40% 101.6 91.7% 0.62
Starry
8 8 4 88% 69.4 83.3% 0.54
EmiliaQAQ
5 9 2 60% 45.4 66.7% 0.29
C4LLM3SU3
8 8 6 38% 97.8 75.0% 0.49
1ST HALF โ€” CT SIDE
VanceKK
14 7 2 50% 115.2 75.0% 0.79
ProKiller
9 7 6 11% 76.9 91.7% 0.52
957
5 10 4 40% 56.2 58.3% 0.23
Hack1ng
6 7 2 33% 59.1 83.3% 0.4
LaiKeXu
8 8 5 62% 89.2 75.0% 0.51
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
WestmeloNz
11 4 3 55% 104.7 100.0% 0.91
z4kr
7 2 0 14% 63.2 88.9% 0.62
Starry
8 3 5 38% 104.7 100.0% 0.76
EmiliaQAQ
11 3 4 55% 126.7 100.0% 0.97
C4LLM3SU3
4 5 4 100% 62.7 88.9% 0.5
2ND HALF โ€” T SIDE
VanceKK
6 8 1 50% 83.0 77.8% 0.43
ProKiller
2 7 2 0% 18.3 44.4% 0.01
957
5 8 1 60% 52.3 55.6% 0.29
Hack1ng
3 9 2 67% 39.3 55.6% 0.15
LaiKeXu
0 8 1 0% 3.8 33.3% -0.18
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
WestmeloNz t1
35 24 13 1.46 40% 79.8 89.7% 39
EmiliaQAQ t1
34 21 8 1.62 56% 87.5 87.2% 39
z4kr t1
34 21 9 1.62 24% 84.2 84.6% 39
C4LLM3SU3 t1
29 22 17 1.32 62% 88.6 87.2% 39
VanceKK t2
29 31 8 0.94 55% 86.1 71.8% 39
Starry t1
25 20 19 1.25 56% 80.1 92.3% 39
ProKiller t2
25 30 11 0.83 32% 68.1 69.2% 39
957 t2
19 32 7 0.59 53% 51.6 61.5% 39
LaiKeXu t2
19 33 6 0.58 58% 62.6 53.8% 39
Hack1ng t2
12 29 11 0.41 58% 43.3 66.7% 39
Player Awards
🔫
Top Fragger
WestmeloNz
35 kills
🎯
Headshot Machine
WestmeloNz
40% HS
35K
Per-Map Player Stats per map ยท sorted by kills
de_inferno inferno 10 players
Player K D A K/D HS% ADR KAST% Impact
ProKiller
14 16 3 0.88 50% 87.1 66.7% 0.46
LaiKeXu
11 17 0 0.65 55% 74.3 50.0% 0.31
957
9 14 2 0.64 56% 48.3 66.7% 0.31
VanceKK
9 16 5 0.56 67% 68.3 66.7% 0.33
Hack1ng
3 13 7 0.23 100% 34.8 61.1% 0.21
EmiliaQAQ
18 9 2 2.00 56% 95.9 94.4% 0.76
C4LLM3SU3
17 9 7 1.89 65% 95.5 94.4% 0.75
z4kr
17 11 3 1.55 18% 83.1 77.8% 0.59
WestmeloNz
16 11 7 1.45 25% 74.2 88.9% 0.59
Starry
9 9 10 1.00 44% 74.8 94.4% 0.49
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
WestmeloNz
19 13 6 1.46 53% 84.6 90.5% 0.65
z4kr
17 10 6 1.70 29% 85.1 90.5% 0.62
Starry
16 11 9 1.45 62% 84.5 90.5% 0.63
EmiliaQAQ
16 12 6 1.33 56% 80.2 81.0% 0.58
C4LLM3SU3
12 13 10 0.92 58% 82.8 81.0% 0.49
VanceKK
20 15 3 1.33 50% 101.4 76.2% 0.63
ProKiller
11 14 8 0.79 9% 51.8 71.4% 0.31
957
10 18 5 0.56 50% 54.5 57.1% 0.26
Hack1ng
9 16 4 0.56 44% 50.6 71.4% 0.28
LaiKeXu
8 16 6 0.50 62% 52.6 57.1% 0.26
de_ancient ancient 21 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3650 | CT $3750
Round 2
T $1500 | CT $21650
Round 3
T $24200 | CT $26050
Round 4
T $6750 | CT $27800
Round 5
T $27150 | CT $27900
Round 6
T $18100 | CT $29250
Round 7
T $21850 | CT $29450
Round 8
T $21900 | CT $29850
Round 9
T $28050 | CT $24300
Round 10
T $27850 | CT $1300
Round 11
T $28350 | CT $22650
Round 12
T $29050 | CT $15100
Round 13
T $4350 | CT $4400
Round 14
T $14950 | CT $22600
Round 15
T $2300 | CT $22750
HT
Round 16
T $24900 | CT $28650
Round 17
T $12200 | CT $29950
Round 18
T $21800 | CT $30250
Round 19
T $25600 | CT $30200
Round 20
T $26950 | CT $29800
Round 21
T $23300 | CT $30050
de_inferno inferno 18 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4250 | CT $4600
Round 2
T $18950 | CT $10500
Round 3
T $6050 | CT $25800
Round 4
T $5850 | CT $27400
Round 5
T $21200 | CT $28200
Round 6
T $25800 | CT $28800
Round 7
T $8700 | CT $29150
Round 8
T $3450 | CT $28700
Round 9
T $23900 | CT $30800
Round 10
T $22450 | CT $29600
Round 11
T $9650 | CT $31650
Round 12
T $25050 | CT $32450
Round 13
T $5050 | CT $4200
Round 14
T $19000 | CT $11350
Round 15
T $21200 | CT $15350
HT
Round 16
T $7950 | CT $25300
Round 17
T $2000 | CT $28400
Round 18
T $15700 | CT $30650
Change The Game Eco Rating: 4.3
Eco rounds
0/1 W (0%)
Force buy
0/3 W (0%)
Full buy
34 rounds
Avg Equip
$23349
Util Dmg
1715.00
45.1/rd
Opening K
14
37%/rd
Trade Kill Rate 28%
Headshot% 43%
2K
1
3K
0
4K
0
5K
20
Lynn Vision Eco Rating: 5.5
Eco rounds
0/1 W (0%)
Force buy
0/6 W (0%)
Full buy
30 rounds
Avg Equip
$16435
Util Dmg
874.00
23.6/rd
Opening K
7
19%/rd
Trade Kill Rate 54%
Headshot% 55%
2K
4
3K
4
4K
2
5K
11
CQ Feature Intelligence 524 features
null: 42.4% โฌก Gold
Form (30d / 90d)
WR 30d
55.6% vs 80.0%
WR 90d
55.6% vs 71.4%
Rating 30d
1.26 vs 1.06
Form Slope
โ†“-0.050 vs โ†“-0.200
Map Intelligence
CT WR 90d
59.5% vs 52.9%
T WR 90d
55.8% vs 51.5%
Pool Depth
6.0 vs 3.0
Team Dynamics
Days Rest
7.0d vs 8.0d
Roster Stab
โ€” vs โ€”
Synergy
0.58 vs 1.06
Elo ฮ” -170
Elo Win% 27.3%
Change The Game Eco Rating: 4.3
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
43%
Trade Rate
28%
Opening K/Rd
37%
Util Dmg/Rd
45.1
Multi-Kill Rounds
2K
1
3K
0
4K
0
5K
20
Multi-Kill Score: 81
Lynn Vision Eco Rating: 5.5
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
55%
Trade Rate
54%
Opening K/Rd
19%
Util Dmg/Rd
23.6
Multi-Kill Rounds
2K
4
3K
4
4K
2
5K
11
Multi-Kill Score: 62
Quantum Locked

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

Current: 42.4% 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_ancient ancient 21 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 $3650 | CT $3750 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $1500 | CT $21650 DEFUSED
T buy: eco CT buy: full_buy Bomb planted
Round 3 3 โ€” 1st half
T $24200 | CT $26050 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $6750 | CT $27800 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $27150 | CT $27900 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $18100 | CT $29250 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $21850 | CT $29450 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $21900 | CT $29850 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $28050 | CT $24300 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $27850 | CT $1300 BOMB EXPLODED
T buy: full_buy CT buy: eco Bomb planted
Round 11 11 โ€” 1st half
T $28350 | CT $22650 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $29050 | CT $15100 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $4350 | CT $4400 DEFUSED
T buy: force_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $14950 | CT $22600 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $2300 | CT $22750 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $24900 | CT $28650 TIME EXPIRED
T buy: full_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $12200 | CT $29950 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $21800 | CT $30250 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25600 | CT $30200 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $26950 | CT $29800 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $23300 | CT $30050 TIME EXPIRED
T buy: full_buy CT buy: full_buy
de_inferno inferno 18 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 $4250 | CT $4600 T WIN โ€” CT ELIM
T buy: force_buy CT buy: half_buy Bomb planted
Round 2 2 โ€” 1st half
T $18950 | CT $10500 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 3 3 โ€” 1st half
T $6050 | CT $25800 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 4 4 โ€” 1st half
T $5850 | CT $27400 CT WIN โ€” T ELIM
T buy: half_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $21200 | CT $28200 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $25800 | CT $28800 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $8700 | CT $29150 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $3450 | CT $28700 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $23900 | CT $30800 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $22450 | CT $29600 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $9650 | CT $31650 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $25050 | CT $32450 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $5050 | CT $4200 BOMB EXPLODED
T buy: half_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $19000 | CT $11350 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $21200 | CT $15350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $7950 | CT $25300 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $2000 | CT $28400 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $15700 | CT $30650 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted