CounterQuant header
CounterQuant logo

CounterQuant

CS2 match analytics & AI predictions
UK based platform YouTube X / Twitter

Counter-Strike 2 Intelligence

Real-time CS2 match data, event highlights and AI predictions.

UK-based analytics built for serious CS2 teams, content creators and quant traders. Live scores, historic match features, and data-driven insight from an independent Counter-Strike research platform.

Get API Key Browse Highlights

Live feed

Updates every 30 seconds

Match scores, map state and predictions refresh instantly.

Trusted data

HLTV, Liquipedia, GRID

Sourced, normalised, and exposed via API.

ZHI-TECH Elite Masters 2026ยท T3 ONLINE BO3
FINAL 23 Jan 2026 22:57 UTC
Eruption
Eruption
MN
Elo 1505
0 โ€“ 2
Winner: Lynn Vision
Lynn Vision
Lynn Vision
Elo 1531
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 76% CONF WRONG
Eruption 75.9% 24.1% Lynn Vision
Why this prediction?
+100.0 Elo advantage
+84.2 Elo implied probability
+75.5 Elo win probability
+46.2 Schedule difficulty edge
+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
8 โ€“ 13
4|4vs8|5
Lynn Vision
dust2
3 โ€“ 13
2|1vs3|10
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
westmelon
38
kills
ADR 89.5
Top Assist
Starry
16
assists
0 flash
Best ADR
C4LLM3SU3
90.7
avg dmg/rd
34K 20D
Best KAST
C4LLM3SU3
94.9%
KAST
34K 20D
Most HS
westmelon
17
headshots
45% HS rate
Best K/D
z4kr
1.83
K/D ratio
33K 18D
de_ancient
ancient
8 โ€“ 13
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
fury5k
 14 19 7 0.74 64% 77.9 63.6% 0.4
sideffect
 14 19 6 0.74 71% 70.0 63.6% 0.4
xenization
 13 19 7 0.68 54% 52.1 63.6% 0.32
Magnumz
11 19 6 0.58 45% 65.3 72.7% 0.31
wndrzwer
 11 17 3 0.65 64% 56.7 77.3% 0.37
CT SIDE
EmiliaQAQ
 25 15 5 1.67 48% 108.3 90.9% 0.77
C4LLM3SU3
 24 12 4 2.00 42% 105.7 95.5% 0.79
z4kr
 21 12 4 1.75 52% 102.0 90.9% 0.72
westmelon
 14 13 6 1.08 50% 65.3 86.4% 0.5
Starry
 13 16 9 0.81 54% 58.0 90.9% 0.44
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
fury5k
 9 12 2 56% 74.6 53.8% 0.37
sideffect
 8 10 3 88% 78.5 69.2% 0.47
xenization
 5 12 6 40% 30.9 69.2% 0.18
Magnumz
7 11 3 43% 68.3 76.9% 0.35
wndrzwer
 6 10 3 50% 50.8 84.6% 0.34
1ST HALF โ€” CT SIDE
EmiliaQAQ
 14 8 4 57% 107.2 92.3% 0.78
C4LLM3SU3
 17 7 3 47% 118.4 100.0% 0.93
z4kr
 11 5 1 36% 91.0 92.3% 0.69
westmelon
 9 7 4 56% 66.3 84.6% 0.54
Starry
 6 10 6 33% 43.8 92.3% 0.32
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
fury5k
 5 7 5 80% 82.7 77.8% 0.46
sideffect
 6 9 3 50% 57.7 55.6% 0.3
xenization
 8 7 1 62% 82.7 55.6% 0.52
Magnumz
4 8 3 50% 60.9 66.7% 0.27
wndrzwer
 5 7 0 80% 65.3 66.7% 0.4
2ND HALF โ€” T SIDE
EmiliaQAQ
 11 7 1 36% 109.8 88.9% 0.76
C4LLM3SU3
 7 5 1 29% 87.4 88.9% 0.58
z4kr
 10 7 3 70% 118.0 88.9% 0.77
westmelon
 5 6 2 40% 63.8 88.9% 0.43
Starry
 7 6 3 71% 78.6 88.9% 0.6
Highlights available for subscribers Sign in
de_dust2
dust2
3 โ€“ 13
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
westmelon
 24 8 3 3.00 42% 120.9 94.1% 0.97
Starry
 22 9 7 2.44 45% 109.8 94.1% 0.89
z4kr
 12 6 4 2.00 33% 72.1 88.2% 0.59
C4LLM3SU3
 10 8 5 1.25 50% 71.4 94.1% 0.54
EmiliaQAQ
 7 10 7 0.70 14% 49.4 88.2% 0.32
CT SIDE
Magnumz
 8 15 2 0.53 38% 54.5 70.6% 0.26
sideffect
 8 15 2 0.53 50% 52.5 47.1% 0.22
wndrzwer
 8 13 3 0.62 75% 54.4 64.7% 0.34
fury5k
 7 16 4 0.44 71% 43.5 58.8% 0.22
xenization
 7 14 0 0.50 29% 58.4 52.9% 0.2
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
westmelon
 20 6 1 45% 137.2 100.0% 1.08
Starry
 13 6 6 62% 94.5 100.0% 0.8
z4kr
 8 5 4 38% 63.5 84.6% 0.53
C4LLM3SU3
 8 7 5 38% 75.6 92.3% 0.52
EmiliaQAQ
 7 8 3 14% 47.2 84.6% 0.36
1ST HALF โ€” CT SIDE
Magnumz
 7 11 1 29% 63.5 69.2% 0.3
sideffect
 8 12 2 50% 67.1 46.2% 0.29
wndrzwer
 6 9 2 67% 52.4 69.2% 0.35
fury5k
 4 13 2 50% 29.8 53.8% 0.09
xenization
 6 10 0 17% 64.5 61.5% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
westmelon
 4 2 2 25% 68.0 75.0% 0.63
Starry
 9 3 1 22% 159.5 75.0% 1.25
z4kr
 4 1 0 25% 100.0 100.0% 0.81
C4LLM3SU3
 2 1 0 100% 57.5 100.0% 0.64
EmiliaQAQ
 0 2 4 0% 56.5 100.0% 0.18
2ND HALF โ€” T SIDE
Magnumz
 1 4 1 100% 25.0 75.0% 0.19
sideffect
 0 3 0 0% 5.0 50.0% -0.09
wndrzwer
 2 4 1 100% 60.8 50.0% 0.29
fury5k
 3 3 2 100% 88.0 75.0% 0.58
xenization
 1 4 0 100% 38.8 25.0% 0.08
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ westmelon t2
38 21 9 1.81 45% 89.5 89.7% 39
Starry t2
35 25 16 1.40 49% 80.6 92.3% 39
C4LLM3SU3 t2
34 20 9 1.70 44% 90.7 94.9% 39
z4kr t2
33 18 8 1.83 45% 89.0 89.7% 39
EmiliaQAQ t2
32 25 12 1.28 41% 82.6 89.7% 39
sideffect t1
22 34 8 0.65 64% 62.4 56.4% 39
fury5k t1
21 35 11 0.60 67% 62.9 61.5% 39
xenization t1
20 33 7 0.61 45% 54.8 59.0% 39
wndrzwer t1
19 30 6 0.63 68% 55.7 71.8% 39
Magnumz t2
11 19 6 0.58 45% 65.3 72.7% 22
Magnumz t1
8 15 2 0.53 38% 54.5 70.6% 17
Player Awards
🔫
Top Fragger
westmelon
38 kills
🎯
Headshot Machine
westmelon
45% HS
38K
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
⭐
fury5k
14 19 7 0.74 64% 77.9 63.6% 0.4
sideffect
14 19 6 0.74 71% 70.0 63.6% 0.4
xenization
13 19 7 0.68 54% 52.1 63.6% 0.32
Magnumz
11 19 6 0.58 45% 65.3 72.7% 0.31
wndrzwer
11 17 3 0.65 64% 56.7 77.3% 0.37
EmiliaQAQ
25 15 5 1.67 48% 108.3 90.9% 0.77
C4LLM3SU3
24 12 4 2.00 42% 105.7 95.5% 0.79
z4kr
21 12 4 1.75 52% 102.0 90.9% 0.72
westmelon
14 13 6 1.08 50% 65.3 86.4% 0.5
Starry
13 16 9 0.81 54% 58.0 90.9% 0.44
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
westmelon
24 8 3 3.00 42% 120.9 94.1% 0.97
Starry
22 9 7 2.44 45% 109.8 94.1% 0.89
z4kr
12 6 4 2.00 33% 72.1 88.2% 0.59
C4LLM3SU3
10 8 5 1.25 50% 71.4 94.1% 0.54
EmiliaQAQ
7 10 7 0.70 14% 49.4 88.2% 0.32
Magnumz
8 15 2 0.53 38% 54.5 70.6% 0.26
sideffect
8 15 2 0.53 50% 52.5 47.1% 0.22
wndrzwer
8 13 3 0.62 75% 54.4 64.7% 0.34
fury5k
7 16 4 0.44 71% 43.5 58.8% 0.22
xenization
7 14 0 0.50 29% 58.4 52.9% 0.2
de_ancient ancient 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $22000 | CT $23000
Round 2
T $4250 | CT $4250
Round 3
T $1400 | CT $19450
Round 4
T $23000 | CT $24650
Round 5
T $22900 | CT $25650
Round 6
T $24400 | CT $27000
Round 7
T $25200 | CT $16550
Round 8
T $25900 | CT $27350
Round 9
T $24000 | CT $25850
Round 10
T $16200 | CT $28750
Round 11
T $2800 | CT $28900
Round 12
T $24850 | CT $30600
Round 13
T $19200 | CT $31750
Round 14
T $4250 | CT $4250
Round 15
T $14450 | CT $20600
HT
Round 16
T $20850 | CT $1200
Round 17
T $22400 | CT $20400
Round 18
T $23650 | CT $24350
Round 19
T $13050 | CT $26050
Round 20
T $25900 | CT $14300
Round 21
T $19000 | CT $26150
Round 22
T $21000 | CT $12750
de_dust2 dust2 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $22000 | CT $23000
Round 2
T $4250 | CT $4300
Round 3
T $17650 | CT $3700
Round 4
T $22400 | CT $22350
Round 5
T $26300 | CT $5750
Round 6
T $27500 | CT $27600
Round 7
T $27200 | CT $24350
Round 8
T $27200 | CT $27500
Round 9
T $27500 | CT $22800
Round 10
T $27450 | CT $25850
Round 11
T $27600 | CT $7600
Round 12
T $27650 | CT $26250
Round 13
T $32850 | CT $26400
Round 14
T $4750 | CT $4550
Round 15
T $9500 | CT $20300
HT
Round 16
T $13600 | CT $28000
Round 17
T $23200 | CT $22000
Lynn Vision Eco Rating: 4.7
Eco rounds
0/1 W (0%)
Force buy
0/4 W (0%)
Full buy
32 rounds
Avg Equip
$20156
Util Dmg
953.00
25.8/rd
Opening K
11
30%/rd
Trade Kill Rate 50%
Headshot% 47%
2K
3
3K
2
4K
0
5K
16
Eruption Eco Rating: 5.1
Eco rounds
0/1 W (0%)
Force buy
0/4 W (0%)
Full buy
33 rounds
Avg Equip
$19724
Util Dmg
838.00
22.1/rd
Opening K
11
29%/rd
Trade Kill Rate 43%
Headshot% 51%
2K
1
3K
1
4K
3
5K
17
CQ Feature Intelligence 524 features
null: 44.3% โฌก Gold
Form (30d / 90d)
WR 30d
100.0% vs โ€”
WR 90d
57.1% vs 46.7%
Rating 30d
1.21 vs 1.55
Map Intelligence
CT WR 90d
44.4% vs 40.5%
T WR 90d
58.8% vs 38.5%
Pool Depth
โ€” vs 3.0
Team Dynamics
Days Rest
4.0d vs 4.0d
Roster Stab
โ€” vs โ€”
Synergy
0.62 vs 0.47
Elo ฮ” +38
Elo Win% 55.4%
Lynn Vision Eco Rating: 4.7
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
47%
Trade Rate
50%
Opening K/Rd
30%
Util Dmg/Rd
25.8
Multi-Kill Rounds
2K
3
3K
2
4K
0
5K
16
Multi-Kill Score: 71
Eruption Eco Rating: 5.1
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
51%
Trade Rate
43%
Opening K/Rd
29%
Util Dmg/Rd
22.1
Multi-Kill Rounds
2K
1
3K
1
4K
3
5K
17
Multi-Kill Score: 80
Quantum Locked

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

Current: 44.3% null Target: <10%
More features will unlock as demo parsing progresses
Eruption
2 โ€“ 5
Lynn Vision
Recent Meetings
Eruption 0 โ€“ 2 Lynn Vision Jan 2026 Lynn Vision 1 โ€“ 0 Eruption Aug 2023 Lynn Vision 1 โ€“ 0 Eruption Aug 2023 Lynn Vision 0 โ€“ 3 Eruption Mar 2023 Eruption 2 โ€“ 0 Lynn Vision Mar 2023
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 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 $22000 | CT $23000
T buy: full_buy CT buy: full_buy
Round 2 2 โ€” 1st half
T $4250 | CT $4250 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
Round 3 3 โ€” 1st half
T $1400 | CT $19450 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 4 4 โ€” 1st half
T $23000 | CT $24650 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $22900 | CT $25650 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $24400 | CT $27000 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $25200 | CT $16550 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $25900 | CT $27350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $24000 | CT $25850 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $16200 | CT $28750 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $2800 | CT $28900 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $24850 | CT $30600 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $19200 | CT $31750 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4250 | CT $4250 DEFUSED
T buy: force_buy CT buy: force_buy Bomb planted
Round 15 15 โ€” 1st half
T $14450 | CT $20600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $20850 | CT $1200 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco Bomb planted
Round 17 17 โ€” 2nd half
T $22400 | CT $20400 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $23650 | CT $24350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $13050 | CT $26050 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $25900 | CT $14300 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $19000 | CT $26150 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $21000 | CT $12750 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
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 $22000 | CT $23000
T buy: full_buy CT buy: full_buy
Round 2 2 โ€” 1st half
T $4250 | CT $4300 T WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy Bomb planted
Round 3 3 โ€” 1st half
T $17650 | CT $3700 T WIN โ€” CT ELIM
T buy: full_buy CT buy: force_buy
Round 4 4 โ€” 1st half
T $22400 | CT $22350 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $26300 | CT $5750 T WIN โ€” CT ELIM
T buy: full_buy CT buy: half_buy
Round 6 6 โ€” 1st half
T $27500 | CT $27600 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $27200 | CT $24350 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $27200 | CT $27500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27500 | CT $22800 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27450 | CT $25850 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27600 | CT $7600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27650 | CT $26250 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $32850 | CT $26400 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4750 | CT $4550 CT WIN โ€” T ELIM
T buy: half_buy CT buy: half_buy
Round 15 15 โ€” 1st half
T $9500 | CT $20300 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $13600 | CT $28000 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $23200 | CT $22000 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy