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FINAL 13 May 2026 13:01 UTC
Lynn Vision
Lynn Vision
Elo 1531
2 โ€“ 0
Winner: Lynn Vision
Kaleido
Kaleido
CN
Elo 1474
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 79% CONF WRONG
Lynn Vision 21.2% 78.8% Kaleido
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
โˆ’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)
ancient
13 โ€“ 5
8|5vs1|4
Lynn Vision
dust2
13 โ€“ 4
3|10vs2|2
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
EmiliaQAQ
40
kills
ADR 107.5
Top Assist
westmelon
15
assists
2 flash
Best ADR
EmiliaQAQ
107.5
avg dmg/rd
40K 15D
Best KAST
EmiliaQAQ
91.4%
KAST
40K 15D
Most HS
EmiliaQAQ
24
headshots
60% HS rate
Best K/D
EmiliaQAQ
2.67
K/D ratio
40K 15D
de_ancient
ancient
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
Suki272
14 13 2 1.08 79% 90.3 66.7% 0.55
chuzhongT
11 14 2 0.79 82% 72.0 61.1% 0.43
SPine
9 14 3 0.64 67% 61.4 50.0% 0.31
rage
8 17 6 0.47 75% 65.8 61.1% 0.28
Sasiki
3 17 6 0.18 67% 35.8 55.6% 0.08
CT SIDE
z4KR
26 9 1 2.89 35% 132.4 88.9% 0.97
EmiliaQAQ
20 8 8 2.50 70% 117.4 94.4% 0.88
Starry
14 9 5 1.56 64% 81.7 77.8% 0.61
C4LLM3SU3
11 10 3 1.10 55% 59.7 72.2% 0.46
westmelon
7 12 8 0.58 43% 47.1 83.3% 0.32
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Suki272
11 8 0 82% 95.2 66.7% 0.65
chuzhongT
8 10 2 75% 77.7 58.3% 0.42
SPine
6 8 3 50% 62.2 58.3% 0.34
rage
4 11 2 75% 47.9 50.0% 0.18
Sasiki
2 11 6 50% 36.9 66.7% 0.1
1ST HALF โ€” CT SIDE
z4KR
17 6 1 29% 140.6 83.3% 0.95
EmiliaQAQ
14 5 5 57% 112.8 91.7% 0.88
Starry
8 6 2 62% 72.0 75.0% 0.54
C4LLM3SU3
4 6 2 75% 47.9 58.3% 0.33
westmelon
5 8 6 40% 48.9 75.0% 0.31
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Suki272
3 5 2 67% 80.3 66.7% 0.36
chuzhongT
3 4 0 100% 60.7 66.7% 0.43
SPine
3 6 0 100% 59.8 33.3% 0.25
rage
4 6 4 75% 101.7 83.3% 0.47
Sasiki
1 6 0 100% 33.5 33.3% 0.06
2ND HALF โ€” T SIDE
z4KR
9 3 0 44% 116.0 100.0% 1.01
EmiliaQAQ
6 3 3 100% 126.7 100.0% 0.89
Starry
6 3 3 67% 101.0 83.3% 0.76
C4LLM3SU3
7 4 1 43% 83.2 100.0% 0.76
westmelon
2 4 2 50% 43.5 100.0% 0.34
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 4
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
EmiliaQAQ
20 7 0 2.86 50% 96.9 88.2% 0.85
Starry
16 8 6 2.00 62% 104.1 82.4% 0.74
westmelon
13 11 7 1.18 62% 94.6 82.4% 0.59
C4LLM3SU3
11 9 4 1.22 36% 68.2 82.4% 0.49
z4KR
7 10 7 0.70 29% 71.3 76.5% 0.35
CT SIDE
rage
11 15 1 0.73 55% 72.7 76.5% 0.41
Suki272
10 14 6 0.71 90% 77.3 88.2% 0.49
SPine
9 13 4 0.69 44% 61.2 82.4% 0.37
chuzhongT
7 10 2 0.70 14% 52.2 64.7% 0.27
Sasiki
6 13 3 0.46 33% 51.1 64.7% 0.22
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
EmiliaQAQ
15 4 0 53% 121.7 100.0% 0.97
Starry
10 5 4 70% 94.6 91.7% 0.73
westmelon
11 8 5 73% 103.6 91.7% 0.71
C4LLM3SU3
9 5 3 33% 72.8 83.3% 0.58
z4KR
4 5 5 0% 66.8 83.3% 0.33
1ST HALF โ€” CT SIDE
rage
5 12 1 40% 51.2 83.3% 0.23
Suki272
8 10 2 88% 77.1 83.3% 0.51
SPine
6 10 3 17% 60.6 83.3% 0.3
chuzhongT
4 7 2 0% 49.0 50.0% 0.17
Sasiki
4 10 2 25% 51.4 58.3% 0.16
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
EmiliaQAQ
5 3 0 40% 37.4 60.0% 0.54
Starry
6 3 2 50% 127.0 60.0% 0.78
westmelon
2 3 2 0% 73.0 60.0% 0.26
C4LLM3SU3
2 4 1 50% 57.2 80.0% 0.3
z4KR
3 5 2 67% 82.2 60.0% 0.34
2ND HALF โ€” T SIDE
rage
6 3 0 67% 124.4 60.0% 0.8
Suki272
2 4 4 100% 77.8 100.0% 0.46
SPine
3 3 1 100% 62.8 80.0% 0.53
chuzhongT
3 3 0 33% 60.0 100.0% 0.48
Sasiki
2 3 1 50% 50.4 80.0% 0.35
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
EmiliaQAQ t2
40 15 8 2.67 60% 107.5 91.4% 35
z4KR t2
33 19 8 1.74 33% 102.7 82.9% 35
Starry t2
30 17 11 1.76 63% 92.6 80.0% 35
Suki272 t1
24 27 8 0.89 83% 84.0 77.1% 35
C4LLM3SU3 t2
22 19 7 1.16 45% 63.8 77.1% 35
westmelon t2
20 23 15 0.87 55% 70.2 82.9% 35
rage t1
19 32 7 0.59 63% 69.2 68.6% 35
SPine t1
18 27 7 0.67 56% 61.3 65.7% 35
chuzhongT t1
18 24 4 0.75 56% 62.4 62.9% 35
Sasiki t1
9 30 9 0.30 44% 43.2 60.0% 35
Player Awards
🔫
Top Fragger
EmiliaQAQ
40 kills
🎯
Headshot Machine
EmiliaQAQ
60% HS
40K
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
Suki272
14 13 2 1.08 79% 90.3 66.7% 0.55
chuzhongT
11 14 2 0.79 82% 72.0 61.1% 0.43
SPine
9 14 3 0.64 67% 61.4 50.0% 0.31
rage
8 17 6 0.47 75% 65.8 61.1% 0.28
Sasiki
3 17 6 0.18 67% 35.8 55.6% 0.08
z4KR
26 9 1 2.89 35% 132.4 88.9% 0.97
EmiliaQAQ
20 8 8 2.50 70% 117.4 94.4% 0.88
Starry
14 9 5 1.56 64% 81.7 77.8% 0.61
C4LLM3SU3
11 10 3 1.10 55% 59.7 72.2% 0.46
westmelon
7 12 8 0.58 43% 47.1 83.3% 0.32
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
EmiliaQAQ
20 7 0 2.86 50% 96.9 88.2% 0.85
Starry
16 8 6 2.00 62% 104.1 82.4% 0.74
westmelon
13 11 7 1.18 62% 94.6 82.4% 0.59
C4LLM3SU3
11 9 4 1.22 36% 68.2 82.4% 0.49
z4KR
7 10 7 0.70 29% 71.3 76.5% 0.35
rage
11 15 1 0.73 55% 72.7 76.5% 0.41
Suki272
10 14 6 0.71 90% 77.3 88.2% 0.49
SPine
9 13 4 0.69 44% 61.2 82.4% 0.37
chuzhongT
7 10 2 0.70 14% 52.2 64.7% 0.27
Sasiki
6 13 3 0.46 33% 51.1 64.7% 0.22
de_ancient ancient 18 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4350 | CT $4000
Round 2
T $1500 | CT $18950
Round 3
T $22900 | CT $25350
Round 4
T $7650 | CT $29550
Round 5
T $25200 | CT $30100
Round 6
T $27150 | CT $26600
Round 7
T $22600 | CT $28550
Round 8
T $11300 | CT $29450
Round 9
T $25600 | CT $28600
Round 10
T $21300 | CT $29500
Round 11
T $22900 | CT $29450
Round 12
T $25400 | CT $21300
Round 13
T $4750 | CT $4200
Round 14
T $19200 | CT $1500
Round 15
T $21750 | CT $24900
HT
Round 16
T $14550 | CT $26850
Round 17
T $25000 | CT $2000
Round 18
T $27450 | CT $24300
de_dust2 dust2 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4450 | CT $4400
Round 2
T $18950 | CT $1000
Round 3
T $19150 | CT $24550
Round 4
T $24100 | CT $18600
Round 5
T $28550 | CT $27900
Round 6
T $27850 | CT $23450
Round 7
T $27450 | CT $28250
Round 8
T $27050 | CT $29700
Round 9
T $27150 | CT $29050
Round 10
T $27050 | CT $7650
Round 11
T $27800 | CT $28150
Round 12
T $34500 | CT $19450
Round 13
T $5400 | CT $3950
Round 14
T $3700 | CT $21900
Round 15
T $22700 | CT $28300
HT
Round 16
T $25500 | CT $1200
Round 17
T $25300 | CT $23250
Kaleido Eco Rating: 4.2
Eco rounds
0/2 W (0%)
Force buy
0/2 W (0%)
Full buy
13 rounds
Avg Equip
$18868
Util Dmg
142.00
8.4/rd
Opening K
5
29%/rd
Trade Kill Rate 44%
Headshot% 42%
2K
5
3K
0
4K
1
5K
5
Lynn Vision Eco Rating: 5.7
Force buy
0/2 W (0%)
Full buy
14 rounds
Avg Equip
$22156
Util Dmg
162.00
10.1/rd
Opening K
12
75%/rd
Trade Kill Rate 37%
Headshot% 57%
2K
4
3K
1
4K
2
5K
9
CQ Feature Intelligence 524 features
null: 42.6% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs 100.0%
WR 90d
36.8% vs 100.0%
Rating 30d
1.24 vs 1.12
Map Intelligence
CT WR 90d
64.6% vs 50.0%
T WR 90d
52.8% vs 58.0%
Pool Depth
4.0 vs 1.0
Team Dynamics
Days Rest
โ€”d vs โ€”d
Roster Stab
โ€” vs โ€”
Synergy
0.39 vs 1.25
Elo ฮ” -170
Elo Win% 27.3%
Kaleido Eco Rating: 4.2
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
42%
Trade Rate
44%
Opening K/Rd
29%
Util Dmg/Rd
8.4
Multi-Kill Rounds
2K
5
3K
0
4K
1
5K
5
Multi-Kill Score: 28
Lynn Vision Eco Rating: 5.7
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
57%
Trade Rate
37%
Opening K/Rd
75%
Util Dmg/Rd
10.1
Multi-Kill Rounds
2K
4
3K
1
4K
2
5K
9
Multi-Kill Score: 48
Quantum Locked

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

Current: 42.6% 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 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 $4350 | CT $4000 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $1500 | CT $18950 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 3 3 โ€” 1st half
T $22900 | CT $25350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $7650 | CT $29550 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $25200 | CT $30100 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $27150 | CT $26600 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $22600 | CT $28550 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $11300 | CT $29450 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $25600 | CT $28600 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $21300 | CT $29500 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $22900 | CT $29450 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $25400 | CT $21300 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $4750 | CT $4200 T WIN โ€” CT ELIM
T buy: half_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $19200 | CT $1500 BOMB EXPLODED
T buy: full_buy CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $21750 | CT $24900 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $14550 | CT $26850 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $25000 | CT $2000 T WIN โ€” CT ELIM
T buy: full_buy CT buy: force_buy
Round 18 18 โ€” 2nd half
T $27450 | CT $24300 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
de_dust2 dust2 17 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 $4450 | CT $4400 T WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
Round 2 2 โ€” 1st half
T $18950 | CT $1000 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco
Round 3 3 โ€” 1st half
T $19150 | CT $24550 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 4 4 โ€” 1st half
T $24100 | CT $18600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $28550 | CT $27900 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $27850 | CT $23450 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $27450 | CT $28250 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $27050 | CT $29700 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27150 | CT $29050 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $27050 | CT $7650 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27800 | CT $28150 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $34500 | CT $19450 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $5400 | CT $3950 CT WIN โ€” T ELIM
T buy: half_buy CT buy: force_buy
Round 14 14 โ€” 1st half
T $3700 | CT $21900 DEFUSED
T buy: force_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $22700 | CT $28300 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $25500 | CT $1200 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco
Round 17 17 โ€” 2nd half
T $25300 | CT $23250 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy