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Counter-Strike 2 Intelligence

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FINAL 26 Mar 2025 22:29 UTC
Lynn Vision
Lynn Vision
Elo 1490
1 โ€“ 0
Winner: Lynn Vision
harizma
harizma
Elo 1503
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 68% CONF WRONG
Lynn Vision 32.3% 67.7% harizma
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€“ 9
3|10vs2|7
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
Starryo1o3-
26
kills
ADR 129.5
Top Assist
C4LLM3SUE
9
assists
0 flash
Best ADR
Starryo1o3-
129.5
avg dmg/rd
26K 14D
Best KAST
neffeD
100.0%
KAST
0K 0D
Most HS
Starryo1o3-
17
headshots
65% HS rate
Best K/D
Starryo1o3-
1.86
K/D ratio
26K 14D
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
LAME----
24 15 3 1.60 38% 100.2 60.9% 0.63
--ZinGY--
22 16 7 1.38 50% 117.6 78.3% 0.67
nova4u
12 18 7 0.67 42% 70.4 78.3% 0.36
GenekaAa
11 16 6 0.69 55% 69.0 73.9% 0.38
Haski4nator
10 16 5 0.62 40% 51.3 78.3% 0.32
CT SIDE
Starryo1o3-
26 14 5 1.86 65% 129.5 73.9% 0.8
We5tmeloN
17 17 3 1.00 59% 82.3 65.2% 0.49
Emil1aQAQ
17 18 6 0.94 59% 82.0 78.3% 0.51
C4LLM3SUE
13 13 9 1.00 62% 76.6 73.9% 0.48
z4KR1114
7 16 5 0.44 29% 39.1 69.6% 0.2
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
LAME----
18 5 1 44% 144.4 81.8% 1.09
--ZinGY--
9 5 6 33% 111.2 90.9% 0.68
nova4u
6 7 5 50% 71.3 90.9% 0.46
GenekaAa
6 6 4 67% 74.3 90.9% 0.52
Haski4nator
7 6 3 43% 69.5 90.9% 0.52
1ST HALF โ€” CT SIDE
Starryo1o3-
5 9 3 40% 72.6 54.5% 0.26
We5tmeloN
11 9 1 45% 108.6 63.6% 0.59
Emil1aQAQ
7 11 2 29% 71.3 63.6% 0.3
C4LLM3SUE
4 9 3 50% 52.2 72.7% 0.25
z4KR1114
2 8 3 0% 27.5 54.5% 0.04
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
LAME----
6 10 2 17% 59.8 41.7% 0.19
--ZinGY--
13 11 1 62% 123.4 66.7% 0.66
nova4u
6 11 2 33% 69.7 66.7% 0.27
GenekaAa
5 10 2 40% 64.2 58.3% 0.24
Haski4nator
3 10 2 33% 34.6 66.7% 0.13
2ND HALF โ€” T SIDE
Starryo1o3-
21 5 2 71% 181.7 91.7% 1.27
We5tmeloN
6 8 2 83% 58.2 66.7% 0.4
Emil1aQAQ
10 7 4 80% 91.9 91.7% 0.69
C4LLM3SUE
9 4 6 67% 98.9 75.0% 0.67
z4KR1114
5 8 2 40% 49.8 83.3% 0.33
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
Starryo1o3- t2
26 14 5 1.86 65% 129.5 73.9% 23
LAME---- t1
24 15 3 1.60 38% 100.2 60.9% 23
--ZinGY-- t1
22 16 7 1.38 50% 117.6 78.3% 23
We5tmeloN t2
17 17 3 1.00 59% 82.3 65.2% 23
Emil1aQAQ t2
17 18 6 0.94 59% 82.0 78.3% 23
C4LLM3SUE t2
13 13 9 1.00 62% 76.6 73.9% 23
nova4u t1
12 18 7 0.67 42% 70.4 78.3% 23
GenekaAa t1
11 16 6 0.69 55% 69.0 73.9% 23
Haski4nator t1
10 16 5 0.62 40% 51.3 78.3% 23
z4KR1114 t2
7 16 5 0.44 29% 39.1 69.6% 23
neffeD t2
0 0 0 0.00 0% โ€” 100.0% 23
Player Awards
🔫
Top Fragger
Starryo1o3-
26 kills
🎯
Headshot Machine
Starryo1o3-
65% HS
26K
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
LAME----
24 15 3 1.60 38% 100.2 60.9% 0.63
--ZinGY--
22 16 7 1.38 50% 117.6 78.3% 0.67
nova4u
12 18 7 0.67 42% 70.4 78.3% 0.36
GenekaAa
11 16 6 0.69 55% 69.0 73.9% 0.38
Haski4nator
10 16 5 0.62 40% 51.3 78.3% 0.32
Starryo1o3-
26 14 5 1.86 65% 129.5 73.9% 0.8
We5tmeloN
17 17 3 1.00 59% 82.3 65.2% 0.49
Emil1aQAQ
17 18 6 0.94 59% 82.0 78.3% 0.51
C4LLM3SUE
13 13 9 1.00 62% 76.6 73.9% 0.48
z4KR1114
7 16 5 0.44 29% 39.1 69.6% 0.2
de_dust2 dust2 23 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4250 | CT $4250
Round 3
T $19100 | CT $2000
Round 4
T $24050 | CT $16800
Round 5
T $25200 | CT $19250
Round 6
T $27450 | CT $6500
Round 7
T $27650 | CT $29950
Round 8
T $27550 | CT $6250
Round 9
T $27150 | CT $30800
Round 10
T $22400 | CT $30400
Round 11
T $26150 | CT $27500
Round 12
T $24100 | CT $10050
Round 13
T $28550 | CT $28300
Round 14
T $4350 | CT $4400
Round 15
T $20050 | CT $10100
HT
Round 16
T $23550 | CT $1400
Round 17
T $27350 | CT $27950
Round 18
T $22850 | CT $7000
Round 19
T $27650 | CT $28500
Round 20
T $27550 | CT $15300
Round 21
T $25950 | CT $30150
Round 22
T $27550 | CT $16300
Round 23
T $22500 | CT $29450
Lynn Vision Eco Rating: 15.8
Eco rounds
3/3 W (100%)
Full buy
17 rounds
Avg Equip
$22443
Util Dmg
2.00
0.1/rd
Opening K
13
65%/rd
Trade Kill Rate 29%
Headshot% 58%
2K
1
3K
2
4K
3
5K
15
harizma Eco Rating: 6.0
Eco rounds
0/5 W (0%)
Force buy
1/5 W (20%)
Full buy
9 rounds
Avg Equip
$16776
Util Dmg
1.00
0.1/rd
Opening K
11
58%/rd
Trade Kill Rate 42%
Headshot% 40%
2K
2
3K
4
4K
4
5K
5
CQ Feature Intelligence 534 features
null: 45.9% โฌก Gold
Form (30d / 90d)
WR 30d
58.3% vs 50.0%
WR 90d
57.1% vs 52.4%
Rating 30d
1.21 vs โ€”
Form Slope
โ†“-0.020 vs โ†“-0.020
Map Intelligence
CT WR 90d
49.4% vs 42.6%
T WR 90d
54.9% vs 41.2%
Pool Depth
3.0 vs โ€”
Team Dynamics
Days Rest
1.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.62 vs โ€”
Elo ฮ” -161
Elo Win% 28.4%
Lynn Vision Eco Rating: 15.8
Economy Mastery
Eco Win%
100%
Force Win%
0%
Kill Quality
Headshot%
58%
Trade Rate
29%
Opening K/Rd
65%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
1
3K
2
4K
3
5K
15
Multi-Kill Score: 74
harizma Eco Rating: 6.0
Economy Mastery
Eco Win%
0%
Force Win%
20%
Kill Quality
Headshot%
40%
Trade Rate
42%
Opening K/Rd
58%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
2
3K
4
4K
4
5K
5
Multi-Kill Score: 42
Quantum Locked

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

Current: 45.9% 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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4250 | CT $4250
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19100 | CT $2000
T buy: half_buy CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $24050 | CT $16800
T buy: full_buy CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $25200 | CT $19250
T buy: full_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $27450 | CT $6500
T buy: full_buy CT buy: force_buy Bomb planted
Round 7 7 โ€” 1st half
T $27650 | CT $29950
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $27550 | CT $6250
T buy: full_buy CT buy: force_buy Bomb planted
Round 9 9 โ€” 1st half
T $27150 | CT $30800
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $22400 | CT $30400
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $26150 | CT $27500
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $24100 | CT $10050
T buy: full_buy CT buy: force_buy Bomb planted
Round 13 13 โ€” 1st half
T $28550 | CT $28300
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4350 | CT $4400
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $20050 | CT $10100
T buy: half_buy CT buy: force_buy
HT
Round 16 16 โ€” 2nd half
T $23550 | CT $1400
T buy: full_buy CT buy: eco Bomb planted
Round 17 17 โ€” 2nd half
T $27350 | CT $27950
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $22850 | CT $7000
T buy: full_buy CT buy: force_buy
Round 19 19 โ€” 2nd half
T $27650 | CT $28500
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27550 | CT $15300
T buy: full_buy CT buy: half_buy
Round 21 21 โ€” 2nd half
T $25950 | CT $30150
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $27550 | CT $16300
T buy: full_buy CT buy: half_buy
Round 23 23 โ€” 2nd half
T $22500 | CT $29450
T buy: full_buy CT buy: full_buy Bomb planted