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FINAL 30 Mar 2026 21:25 UTC
Lynn Vision
Lynn Vision
Elo 1531
2 โ€“ 0
Winner: Lynn Vision
Chaos
Chaos
Elo 1553
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 68% CONF WRONG
Lynn Vision 32.3% 67.7% Chaos
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
13 โ€“ 7
8|5vs3|4
Lynn Vision
dust2
13 โ€“ 9
8|5vs7|2
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
z4kr
41
kills
ADR 104.6
Top Assist
z4kr
15
assists
0 flash
Best ADR
z4kr
104.6
avg dmg/rd
41K 31D
Best KAST
z4kr
88.1%
KAST
41K 31D
Most HS
EmiliaQAQ
19
headshots
53% HS rate
Best K/D
EmiliaQAQ
1.80
K/D ratio
36K 20D
de_ancient
ancient
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
Keb1e
14 15 1 0.93 79% 77.3 70.0% 0.5
F1ashgod
13 16 1 0.81 46% 75.2 65.0% 0.4
W1nter1ove
13 14 6 0.93 62% 68.7 70.0% 0.45
DreamSky
12 15 3 0.80 50% 60.8 75.0% 0.4
ๆž—้€‰
9 15 3 0.60 11% 60.7 85.0% 0.3
CT SIDE
EmiliaQAQ
20 8 2 2.50 55% 95.0 80.0% 0.76
z4kr
19 14 7 1.36 26% 96.5 90.0% 0.63
Starry
16 13 10 1.23 44% 93.5 90.0% 0.6
C4LLM3SU3
12 15 8 0.80 67% 85.0 65.0% 0.44
WestmeloNz
11 14 6 0.79 27% 56.2 75.0% 0.35
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Keb1e
9 10 0 89% 79.6 75.0% 0.53
F1ashgod
8 9 0 75% 81.2 75.0% 0.5
W1nter1ove
9 8 4 67% 71.4 75.0% 0.53
DreamSky
7 10 2 57% 51.0 83.3% 0.38
ๆž—้€‰
7 9 2 0% 77.3 83.3% 0.36
1ST HALF โ€” CT SIDE
EmiliaQAQ
9 5 1 33% 62.9 75.0% 0.54
z4kr
13 8 4 23% 117.8 91.7% 0.73
Starry
10 8 6 50% 104.2 83.3% 0.61
C4LLM3SU3
8 11 5 88% 103.8 58.3% 0.46
WestmeloNz
6 8 2 0% 49.2 75.0% 0.29
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Keb1e
5 5 1 60% 74.0 62.5% 0.45
F1ashgod
5 7 1 0% 66.4 50.0% 0.24
W1nter1ove
4 6 2 50% 64.5 62.5% 0.33
DreamSky
5 5 1 40% 75.4 62.5% 0.42
ๆž—้€‰
2 6 1 50% 35.8 87.5% 0.23
2ND HALF โ€” T SIDE
EmiliaQAQ
11 3 1 73% 143.2 87.5% 1.05
z4kr
6 6 3 33% 64.6 87.5% 0.48
Starry
6 5 4 33% 77.5 100.0% 0.57
C4LLM3SU3
4 4 3 25% 56.8 75.0% 0.39
WestmeloNz
5 6 4 60% 66.9 75.0% 0.43
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 9
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
z4kr
22 17 8 1.29 41% 112.0 86.4% 0.66
WestmeloNz
18 15 7 1.20 61% 87.7 81.8% 0.59
C4LLM3SU3
17 10 4 1.70 35% 85.6 77.3% 0.59
EmiliaQAQ
16 12 4 1.33 50% 69.4 77.3% 0.54
Starry
11 14 4 0.79 27% 58.9 72.7% 0.34
CT SIDE
F1ashgod
17 16 4 1.06 59% 98.7 77.3% 0.56
W1nter1ove
16 16 3 1.00 38% 77.6 72.7% 0.46
DreamSky
14 17 5 0.82 36% 69.0 54.5% 0.35
Keb1e
12 18 6 0.67 67% 81.0 63.6% 0.38
CloudChaser
9 17 3 0.53 56% 40.9 54.5% 0.23
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
z4kr
14 10 4 50% 132.6 83.3% 0.76
WestmeloNz
7 9 3 71% 74.8 66.7% 0.42
C4LLM3SU3
4 7 2 0% 42.5 66.7% 0.21
EmiliaQAQ
11 8 1 64% 88.2 75.0% 0.63
Starry
2 10 1 0% 25.8 58.3% 0.01
1ST HALF โ€” CT SIDE
F1ashgod
11 7 4 55% 128.7 83.3% 0.72
W1nter1ove
9 6 1 33% 78.8 83.3% 0.56
DreamSky
10 8 3 50% 74.8 66.7% 0.53
Keb1e
7 9 3 57% 77.8 66.7% 0.41
CloudChaser
7 8 3 57% 61.9 66.7% 0.41
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
z4kr
8 7 4 25% 87.2 90.0% 0.54
WestmeloNz
11 6 4 55% 103.1 100.0% 0.8
C4LLM3SU3
13 3 2 46% 137.3 90.0% 0.99
EmiliaQAQ
5 4 3 20% 46.8 80.0% 0.41
Starry
9 4 3 33% 98.7 90.0% 0.71
2ND HALF โ€” T SIDE
F1ashgod
6 9 0 67% 62.7 70.0% 0.37
W1nter1ove
7 10 2 43% 76.1 60.0% 0.34
DreamSky
4 9 2 0% 62.1 40.0% 0.1
Keb1e
5 9 3 80% 84.8 60.0% 0.35
CloudChaser
2 9 0 50% 15.6 40.0% 0.02
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
z4kr t2
41 31 15 1.32 34% 104.6 88.1% 42
EmiliaQAQ t2
36 20 6 1.80 53% 81.6 78.6% 42
F1ashgod t1
30 32 5 0.94 53% 87.5 71.4% 42
W1nter1ove t1
29 30 9 0.97 48% 73.3 71.4% 42
C4LLM3SU3 t2
29 25 12 1.16 48% 85.3 71.4% 42
WestmeloNz t2
29 29 13 1.00 48% 72.7 78.6% 42
Starry t2
27 27 14 1.00 37% 75.4 81.0% 42
Keb1e t1
26 33 7 0.79 73% 79.3 66.7% 42
DreamSky t1
26 32 8 0.81 42% 65.1 64.3% 42
ๆž—้€‰ t2
9 15 3 0.60 11% 60.7 85.0% 20
CloudChaser t1
9 17 3 0.53 56% 40.9 54.5% 22
Player Awards
🔫
Top Fragger
z4kr
41 kills
🎯
Headshot Machine
z4kr
34% HS
41K
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
Keb1e
14 15 1 0.93 79% 77.3 70.0% 0.5
F1ashgod
13 16 1 0.81 46% 75.2 65.0% 0.4
W1nter1ove
13 14 6 0.93 62% 68.7 70.0% 0.45
DreamSky
12 15 3 0.80 50% 60.8 75.0% 0.4
ๆž—้€‰
9 15 3 0.60 11% 60.7 85.0% 0.3
EmiliaQAQ
20 8 2 2.50 55% 95.0 80.0% 0.76
z4kr
19 14 7 1.36 26% 96.5 90.0% 0.63
Starry
16 13 10 1.23 44% 93.5 90.0% 0.6
C4LLM3SU3
12 15 8 0.80 67% 85.0 65.0% 0.44
WestmeloNz
11 14 6 0.79 27% 56.2 75.0% 0.35
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
z4kr
22 17 8 1.29 41% 112.0 86.4% 0.66
WestmeloNz
18 15 7 1.20 61% 87.7 81.8% 0.59
C4LLM3SU3
17 10 4 1.70 35% 85.6 77.3% 0.59
EmiliaQAQ
16 12 4 1.33 50% 69.4 77.3% 0.54
Starry
11 14 4 0.79 27% 58.9 72.7% 0.34
F1ashgod
17 16 4 1.06 59% 98.7 77.3% 0.56
W1nter1ove
16 16 3 1.00 38% 77.6 72.7% 0.46
DreamSky
14 17 5 0.82 36% 69.0 54.5% 0.35
Keb1e
12 18 6 0.67 67% 81.0 63.6% 0.38
CloudChaser
9 17 3 0.53 56% 40.9 54.5% 0.23
de_ancient ancient 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4350 | CT $4200
Round 2
T $18900 | CT $10500
Round 3
T $23850 | CT $3200
Round 4
T $23550 | CT $28050
Round 5
T $10850 | CT $24650
Round 6
T $8450 | CT $29850
Round 7
T $5650 | CT $29850
Round 8
T $25850 | CT $31050
Round 9
T $10650 | CT $30150
Round 10
T $24700 | CT $30750
Round 11
T $26300 | CT $30100
Round 12
T $28050 | CT $32450
Round 13
T $4750 | CT $4100
Round 14
T $19200 | CT $1900
Round 15
T $23600 | CT $24700
HT
Round 16
T $13250 | CT $20600
Round 17
T $3650 | CT $28300
Round 18
T $23700 | CT $29400
Round 19
T $25300 | CT $29900
Round 20
T $27650 | CT $21050
de_dust2 dust2 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4250 | CT $5000
Round 2
T $14450 | CT $18100
Round 3
T $4650 | CT $25450
Round 4
T $26750 | CT $29700
Round 5
T $27050 | CT $22800
Round 6
T $22150 | CT $29550
Round 7
T $22950 | CT $31300
Round 8
T $28450 | CT $29300
Round 9
T $27750 | CT $16350
Round 10
T $26050 | CT $31000
Round 11
T $6200 | CT $29650
Round 12
T $28400 | CT $19250
Round 13
T $4350 | CT $4550
Round 14
T $4650 | CT $22050
Round 15
T $24500 | CT $26350
HT
Round 16
T $3850 | CT $30450
Round 17
T $24600 | CT $32800
Round 18
T $11750 | CT $32400
Round 19
T $25700 | CT $31650
Round 20
T $23600 | CT $31950
Round 21
T $22900 | CT $31450
Round 22
T $29400 | CT $30900
Lynn Vision Eco Rating: 5.3
Force buy
0/5 W (0%)
Full buy
33 rounds
Avg Equip
$18254
Util Dmg
820.00
21.6/rd
Opening K
7
18%/rd
Trade Kill Rate 40%
Headshot% 53%
2K
1
3K
4
4K
3
5K
14
Chaos Eco Rating: 4.2
Eco rounds
0/1 W (0%)
Force buy
0/3 W (0%)
Full buy
36 rounds
Avg Equip
$23970
Util Dmg
1201.00
30.0/rd
Opening K
15
38%/rd
Trade Kill Rate 27%
Headshot% 42%
2K
1
3K
1
4K
0
5K
20
CQ Feature Intelligence 524 features
null: 54.4% โฌก Gold
Form (30d / 90d)
WR 30d
55.6% vs 50.0%
WR 90d
55.6% vs 50.0%
Rating 30d
1.26 vs โ€”
Form Slope
โ†“-0.050 vs โ€”
Map Intelligence
CT WR 90d
59.5% vs 43.3%
T WR 90d
55.8% vs 37.1%
Pool Depth
6.0 vs โ€”
Team Dynamics
Days Rest
7.0d vs 20.0d
Roster Stab
โ€” vs โ€”
Synergy
0.58 vs โ€”
Elo ฮ” -39
Elo Win% 44.5%
Lynn Vision Eco Rating: 5.3
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
53%
Trade Rate
40%
Opening K/Rd
18%
Util Dmg/Rd
21.6
Multi-Kill Rounds
2K
1
3K
4
4K
3
5K
14
Multi-Kill Score: 74
Chaos Eco Rating: 4.2
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
42%
Trade Rate
27%
Opening K/Rd
38%
Util Dmg/Rd
30.0
Multi-Kill Rounds
2K
1
3K
1
4K
0
5K
20
Multi-Kill Score: 83
Quantum Locked

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

Current: 54.4% 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 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 $4350 | CT $4200 T WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
Round 2 2 โ€” 1st half
T $18900 | CT $10500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 3 3 โ€” 1st half
T $23850 | CT $3200 T WIN โ€” CT ELIM
T buy: full_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $23550 | CT $28050 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $10850 | CT $24650 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $8450 | CT $29850 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $5650 | CT $29850 CT WIN โ€” T ELIM
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $25850 | CT $31050 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $10650 | CT $30150 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $24700 | CT $30750 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $26300 | CT $30100 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $28050 | CT $32450 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $4750 | CT $4100 T WIN โ€” CT ELIM
T buy: half_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $19200 | CT $1900 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $23600 | CT $24700 TIME EXPIRED
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $13250 | CT $20600 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $3650 | CT $28300 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $23700 | CT $29400 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25300 | CT $29900 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27650 | CT $21050 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
de_dust2 dust2 22 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 $5000 DEFUSED
T buy: force_buy CT buy: half_buy Bomb planted
Round 2 2 โ€” 1st half
T $14450 | CT $18100 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 3 3 โ€” 1st half
T $4650 | CT $25450 DEFUSED
T buy: half_buy CT buy: full_buy Bomb planted
Round 4 4 โ€” 1st half
T $26750 | CT $29700 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $27050 | CT $22800 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $22150 | CT $29550 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $22950 | CT $31300 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $28450 | CT $29300 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27750 | CT $16350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $26050 | CT $31000 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $6200 | CT $29650 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $28400 | CT $19250 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $4350 | CT $4550 DEFUSED
T buy: force_buy CT buy: half_buy Bomb planted
Round 14 14 โ€” 1st half
T $4650 | CT $22050 CT WIN โ€” T ELIM
T buy: half_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $24500 | CT $26350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $3850 | CT $30450 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $24600 | CT $32800 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $11750 | CT $32400 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25700 | CT $31650 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $23600 | CT $31950 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $22900 | CT $31450 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $29400 | CT $30900 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted