Lynn Vision vs Just Swing

ESL Challenger League Season 49 Asia-Pacific· A-TIER ONLINE BO3

FINAL 02 Apr 2025 21:47 UTC

Lynn Vision

Elo 1531

1 – 0

Winner: Lynn Vision

Just Swing

Elo 1586

CS2

CQ-GESUS CS2-APEX SHAP

AUC 0.702 66% CONF WRONG

Lynn Vision 33.6% 66.4% Just Swing

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)

Match Highlights Demo parsed

Top Performers

Top Fragger

z4KR1114

kills

ADR 113.3

Top Assist

Starryo1o3-

assists

1 flash

Best ADR

Starryo1o3-

117.8

avg dmg/rd

24K 17D

Best KAST

Teens-

83.3%

KAST

25K 19D

Most HS

Starryo1o3-

headshots

71% HS rate

Best K/D

z4KR1114

2.00

K/D ratio

28K 14D

ancient

13 – 10

6ct|7tvs5ct|5t

Lynn Vision WON

Round Timeline

CT win T win Hover or click a round for details

Round — Player Stats

Player	K	D	A	HS	ADR	KAST

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
T SIDE
Teens-	25	19	6	1.32	44%	112.3	83.3%	0.67
ivan222222	23	16	3	1.44	48%	102.9	75.0%	0.65
UnDeRCoVeRr	18	17	5	1.06	50%	81.6	66.7%	0.49
V1nceKK	12	20	8	0.60	33%	63.0	66.7%	0.29
Marek77	12	19	7	0.63	50%	79.5	79.2%	0.38
CT SIDE
z4KR1114	28	14	1	2.00	54%	113.3	79.2%	0.8
Starryo1o3-	24	17	10	1.41	71%	117.8	83.3%	0.73
We5tmeloN	15	18	5	0.83	47%	70.4	66.7%	0.4
Emil1aQAQ	14	20	5	0.70	64%	76.0	70.8%	0.4
C4LLM3SUE	10	21	8	0.48	40%	71.0	70.8%	0.27

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
Teens-	7	10	4	29%	72.0	75.0%	0.35
ivan222222	12	8	2	42%	111.8	75.0%	0.67
UnDeRCoVeRr	9	8	2	44%	77.4	58.3%	0.47
V1nceKK	9	10	4	33%	87.7	75.0%	0.46
Marek77	7	9	3	57%	93.8	83.3%	0.47
1ST HALF — CT SIDE
z4KR1114	11	8	1	55%	95.1	75.0%	0.63
Starryo1o3-	13	9	4	69%	128.4	83.3%	0.77
We5tmeloN	6	7	1	50%	58.1	66.7%	0.38
Emil1aQAQ	7	10	3	57%	72.8	75.0%	0.39
C4LLM3SUE	8	10	4	38%	99.5	83.3%	0.46

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
Teens-	18	9	2	50%	152.6	91.7%	0.98
ivan222222	11	8	1	55%	94.1	75.0%	0.62
UnDeRCoVeRr	9	9	3	56%	85.8	75.0%	0.51
V1nceKK	3	10	4	33%	38.4	58.3%	0.12
Marek77	5	10	4	40%	65.2	75.0%	0.28
2ND HALF — T SIDE
z4KR1114	17	6	0	53%	131.6	83.3%	0.97
Starryo1o3-	11	8	6	73%	107.1	83.3%	0.69
We5tmeloN	9	11	4	44%	82.8	66.7%	0.42
Emil1aQAQ	7	10	2	71%	79.2	66.7%	0.4
C4LLM3SUE	2	11	4	50%	42.5	58.3%	0.08

Highlights available for subscribers Sign in

Match Stats — All Players Combined DEMO PARSED

Player	K	D	A	K/D	HS%	ADR	KAST%	Rds
⭐ z4KR1114 t2	28	14	1	2.00	54%	113.3	79.2%	24
Teens- t1	25	19	6	1.32	44%	112.3	83.3%	24
Starryo1o3- t2	24	17	10	1.41	71%	117.8	83.3%	24
ivan222222 t1	23	16	3	1.44	48%	102.9	75.0%	24
UnDeRCoVeRr t1	18	17	5	1.06	50%	81.6	66.7%	24
We5tmeloN t2	15	18	5	0.83	47%	70.4	66.7%	24
Emil1aQAQ t2	14	20	5	0.70	64%	76.0	70.8%	24
V1nceKK t1	12	20	8	0.60	33%	63.0	66.7%	24
Marek77 t1	12	19	7	0.63	50%	79.5	79.2%	24
C4LLM3SUE t2	10	21	8	0.48	40%	71.0	70.8%	24

Player Awards

🔫

Top Fragger

z4KR1114

28 kills

🎯

Headshot Machine

z4KR1114

54% HS

28K

Per-Map Player Stats per map · sorted by kills

ancient 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ Teens-	25	19	6	1.32	44%	112.3	83.3%	0.67
ivan222222	23	16	3	1.44	48%	102.9	75.0%	0.65
UnDeRCoVeRr	18	17	5	1.06	50%	81.6	66.7%	0.49
V1nceKK	12	20	8	0.60	33%	63.0	66.7%	0.29
Marek77	12	19	7	0.63	50%	79.5	79.2%	0.38
z4KR1114	28	14	1	2.00	54%	113.3	79.2%	0.8
Starryo1o3-	24	17	10	1.41	71%	117.8	83.3%	0.73
We5tmeloN	15	18	5	0.83	47%	70.4	66.7%	0.4
Emil1aQAQ	14	20	5	0.70	64%	76.0	70.8%	0.4
C4LLM3SUE	10	21	8	0.48	40%	71.0	70.8%	0.27

ancient 24 rounds

■ CT Win ■ T Win Click a round to see kill feed

Round 1

T $3250 | CT $3250

Round 2

T $4300 | CT $4000

Round 3

T $11450 | CT $21150

Round 4

T $2950 | CT $23450

Round 5

T $25000 | CT $24550

Round 6

T $19750 | CT $28600

Round 7

T $19600 | CT $27550

Round 8

T $7450 | CT $23450

Round 9

T $24200 | CT $10400

Round 10

T $23250 | CT $11850

Round 11

T $27750 | CT $11900

Round 12

T $27550 | CT $6300

Round 13

T $28250 | CT $27250

Round 14

T $4450 | CT $4250

Round 15

T $18200 | CT $1200

Round 16

T $21900 | CT $24200

Round 17

T $13300 | CT $25750

Round 18

T $7550 | CT $29000

Round 19

T $19300 | CT $30200

Round 20

T $27850 | CT $23250

Round 21

T $26000 | CT $1000

Round 22

T $27950 | CT $25200

Round 23

T $24600 | CT $30450

Round 24

T $14550 | CT $28300

Just Swing Eco Rating: 7.2

Eco rounds

1/5 W (20%)

Force buy

0/4 W (0%)

Full buy

14 rounds

Avg Equip

$18604

Util Dmg

3.00

0.1/rd

Opening K

57%/rd

Trade Kill Rate 37%

Headshot% 52%

Lynn Vision Eco Rating: 13.3

Eco rounds

2/4 W (50%)

Force buy

1/3 W (33%)

Full buy

10 rounds

Avg Equip

$17933

Util Dmg

2.00

0.1/rd

Opening K

71%/rd

Trade Kill Rate 41%

Headshot% 50%

CQ Feature Intelligence 534 features

null: 34.1% ◆ Platinum

Form (30d / 90d)

WR 30d

53.3% vs 50.0%

WR 90d

55.6% vs 44.4%

Rating 30d

1.27 vs 1.08

Form Slope

↓-0.010 vs —

Map Intelligence

CT WR 90d

48.8% vs 40.9%

T WR 90d

57.5% vs 52.2%

Pool Depth

3.0 vs —

Team Dynamics

Days Rest

1.0d vs 1.0d

Roster Stab

— vs —

Synergy

0.58 vs 0.62

Elo Δ -248

Elo Win% 19.3%

Just Swing Eco Rating: 7.2

Economy Mastery

Eco Win%

20%

Force Win%

Kill Quality

Headshot%

52%

Trade Rate

37%

Opening K/Rd

57%

Util Dmg/Rd

0.1

Multi-Kill Rounds

Multi-Kill Score: 69

Lynn Vision Eco Rating: 13.3

Economy Mastery

Eco Win%

50%

Force Win%

33%

Kill Quality

Headshot%

50%

Trade Rate

41%

Opening K/Rd

71%

Util Dmg/Rd

0.1

Multi-Kill Rounds

Multi-Kill Score: 66

Quantum Locked

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

Current: 34.1% null Target: <10%

More features will unlock as demo parsing progresses

Lynn Vision

2 – 0

Just Swing

Recent Meetings

Lynn Vision 1 – 0 Just Swing Apr 2025 Just Swing 0 – 1 Lynn Vision Apr 2025

Player Performance

DEMO PARSED sorted by Impact

Impact = KPR×0.45 − DPR×0.30 + KAST×0.25 + HS%×0.15 + ADR/100×0.15 | KAST = Kill/Assist/Survived/Traded per round | Source: awpy + demoparser2

ancient 24 rounds

■ CT Win ■ T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed

Round 1 1 — 1st half

T $3250 | CT $3250

T buy: eco CT buy: eco

Round 2 2 — 1st half

T $4300 | CT $4000

T buy: eco CT buy: eco Bomb planted

Round 3 3 — 1st half

T $11450 | CT $21150

T buy: force_buy CT buy: half_buy

Round 4 4 — 1st half

T $2950 | CT $23450

T buy: eco CT buy: full_buy

Round 5 5 — 1st half

T $25000 | CT $24550

T buy: full_buy CT buy: full_buy Bomb planted

Round 6 6 — 1st half

T $19750 | CT $28600

T buy: half_buy CT buy: full_buy Bomb planted

Round 7 7 — 1st half

T $19600 | CT $27550

T buy: half_buy CT buy: full_buy

Round 8 8 — 1st half

T $7450 | CT $23450

T buy: force_buy CT buy: full_buy Bomb planted

Round 9 9 — 1st half

T $24200 | CT $10400

T buy: full_buy CT buy: force_buy

Round 10 10 — 1st half

T $23250 | CT $11850

T buy: full_buy CT buy: force_buy Bomb planted

Round 11 11 — 1st half

T $27750 | CT $11900

T buy: full_buy CT buy: force_buy Bomb planted

Round 12 12 — 1st half

T $27550 | CT $6300

T buy: full_buy CT buy: force_buy Bomb planted

Round 13 13 — 1st half

T $28250 | CT $27250

T buy: full_buy CT buy: full_buy Bomb planted

Round 14 14 — 1st half

T $4450 | CT $4250

T buy: eco CT buy: eco

Round 15 15 — 1st half

T $18200 | CT $1200

T buy: half_buy CT buy: eco

Round 16 16 — 2nd half

T $21900 | CT $24200

T buy: half_buy CT buy: full_buy

Round 17 17 — 2nd half

T $13300 | CT $25750

T buy: half_buy CT buy: full_buy Bomb planted

Round 18 18 — 2nd half

T $7550 | CT $29000

T buy: force_buy CT buy: full_buy

Round 19 19 — 2nd half

T $19300 | CT $30200

T buy: half_buy CT buy: full_buy Bomb planted

Round 20 20 — 2nd half

T $27850 | CT $23250

T buy: full_buy CT buy: full_buy Bomb planted

Round 21 21 — 2nd half

T $26000 | CT $1000

T buy: full_buy CT buy: eco Bomb planted

Round 22 22 — 2nd half

T $27950 | CT $25200

T buy: full_buy CT buy: full_buy

Round 23 23 — 2nd half

T $24600 | CT $30450

T buy: full_buy CT buy: full_buy Bomb planted

Round 24 24 — 2nd half

T $14550 | CT $28300

T buy: half_buy CT buy: full_buy Bomb planted