RUBY vs ESC — CounterQuant

Winline Insight Season 8· T3 ONLINE BO3

FINAL 08 Oct 2025 20:20 UTC

RUBY

Elo 1456

0 – 2

Winner: ESC

ESC

Elo 1483

CS2

CQ-GESUS CS2-APEX SHAP

AUC 0.702 54% CONF WRONG

RUBY 53.5% 46.5% ESC

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

moonwalkxd

kills

ADR 109.1

Top Assist

H4SAN4TOR

assists

0 flash

Best ADR

moonwalkxd

109.1

avg dmg/rd

36K 27D

Best KAST

moonwalkxd

89.2%

KAST

36K 27D

Most HS

moonwalkxd

headshots

64% HS rate

Best K/D

moonwalkxd

1.33

K/D ratio

36K 27D

mirage

16 – 19

7ct|5tvs7ct|5t

OT ESC 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
-TruNiQ	35	26	5	1.35	57%	95.7	75.0%	0.64
smokeynaga7a	28	27	7	1.04	25%	86.4	83.3%	0.5
maQuein	28	25	9	1.12	21%	86.5	75.0%	0.49
fozil	25	27	8	0.93	76%	88.9	77.8%	0.53
H4SAN4TOR	17	30	14	0.57	29%	73.2	77.8%	0.31
CT SIDE
moonwalkxd	34	26	11	1.31	65%	107.4	88.9%	0.69
_reiko	28	32	9	0.88	54%	92.9	72.2%	0.48
bajmano	26	23	4	1.13	50%	76.8	77.8%	0.52
EloDelivery-	25	25	8	1.00	48%	88.1	69.4%	0.48
olimp	22	28	10	0.79	59%	79.8	72.2%	0.43

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
-TruNiQ	23	15	1	57%	108.1	73.7%	0.74
smokeynaga7a	10	15	3	40%	61.3	78.9%	0.35
maQuein	9	15	5	11%	62.4	73.7%	0.27
fozil	14	15	3	79%	86.0	78.9%	0.54
H4SAN4TOR	7	18	7	29%	62.6	78.9%	0.22
1ST HALF — CT SIDE
moonwalkxd	22	11	5	55%	117.7	94.7%	0.84
_reiko	16	16	4	38%	98.4	89.5%	0.55
bajmano	19	10	1	53%	102.5	84.2%	0.74
EloDelivery-	9	13	6	33%	66.2	68.4%	0.33
olimp	12	13	8	50%	86.1	78.9%	0.48

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
-TruNiQ	12	11	4	58%	81.9	76.5%	0.52
smokeynaga7a	18	12	4	17%	114.6	88.2%	0.68
maQuein	19	10	4	26%	113.5	76.5%	0.73
fozil	11	12	5	73%	92.1	76.5%	0.52
H4SAN4TOR	10	12	7	30%	85.0	76.5%	0.42
2ND HALF — T SIDE
moonwalkxd	12	15	6	83%	95.9	82.4%	0.53
_reiko	12	16	5	75%	86.8	52.9%	0.41
bajmano	7	13	3	43%	48.1	70.6%	0.27
EloDelivery-	16	12	2	56%	112.5	70.6%	0.64
olimp	10	15	2	70%	72.8	64.7%	0.38

Highlights available for subscribers Sign in

nuke

7 – 13

6ct|1tvs7ct|6t

ESC 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
smokeynaga7a	1	1	0	1.00	0%	—	100.0%	0.4
-TruNiQ	0	1	0	0.00	0%	—	—	-0.3
H4SAN4TOR	0	1	0	0.00	0%	—	—	-0.3
fozil	0	1	1	0.00	0%	55.0	100.0%	0.03
maQuein	0	1	0	0.00	0%	—	100.0%	-0.05
CT SIDE
bajmano	2	0	0	2.00	100%	118.0	100.0%	1.48
moonwalkxd	2	1	2	2.00	50%	171.0	100.0%	1.18
_reiko	1	0	0	1.00	0%	—	100.0%	0.7
EloDelivery-	0	0	0	0.00	0%	—	100.0%	0.25
olimp	0	0	0	0.00	0%	—	100.0%	0.25

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
smokeynaga7a	1	1	0	0%	0.0	100.0%	0.4
-TruNiQ	0	1	0	0%	0.0	0.0%	-0.3
H4SAN4TOR	0	1	0	0%	0.0	0.0%	-0.3
fozil	0	1	1	0%	55.0	100.0%	0.03
maQuein	0	1	0	0%	0.0	100.0%	-0.05
1ST HALF — CT SIDE
bajmano	2	0	0	100%	118.0	100.0%	1.48
moonwalkxd	2	1	2	50%	171.0	100.0%	1.18
_reiko	1	0	0	0%	0.0	100.0%	0.7
EloDelivery-	0	0	0	0%	0.0	100.0%	0.25
olimp	0	0	0	0%	0.0	100.0%	0.25

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
smokeynaga7a	—	—	—	—	—	—	—
-TruNiQ	—	—	—	—	—	—	—
H4SAN4TOR	—	—	—	—	—	—	—
fozil	—	—	—	—	—	—	—
maQuein	—	—	—	—	—	—	—
2ND HALF — T SIDE
bajmano	—	—	—	—	—	—	—
moonwalkxd	—	—	—	—	—	—	—
_reiko	—	—	—	—	—	—	—
EloDelivery-	—	—	—	—	—	—	—
olimp	—	—	—	—	—	—	—

Highlights available for subscribers Sign in

Match Stats — All Players Combined DEMO PARSED

Player	K	D	A	K/D	HS%	ADR	KAST%	Rds
⭐ moonwalkxd t2	36	27	13	1.33	64%	109.1	89.2%	37
-TruNiQ t1	35	27	5	1.30	57%	93.1	73.0%	37
smokeynaga7a t1	29	28	7	1.04	24%	84.1	83.8%	37
_reiko t2	29	32	9	0.91	52%	90.4	73.0%	37
maQuein t1	28	26	9	1.08	21%	84.2	75.7%	37
bajmano t2	28	23	4	1.22	54%	77.9	78.4%	37
fozil t1	25	28	9	0.89	76%	88.0	78.4%	37
EloDelivery- t2	25	25	8	1.00	48%	85.7	70.3%	37
olimp t2	22	28	10	0.79	59%	77.7	73.0%	37
H4SAN4TOR t1	17	31	14	0.55	29%	71.2	75.7%	37

Player Awards

🔫

Top Fragger

moonwalkxd

36 kills

🎯

Headshot Machine

moonwalkxd

64% HS

36K

Per-Map Player Stats per map · sorted by kills

mirage 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ -TruNiQ	35	26	5	1.35	57%	95.7	75.0%	0.64
smokeynaga7a	28	27	7	1.04	25%	86.4	83.3%	0.5
maQuein	28	25	9	1.12	21%	86.5	75.0%	0.49
fozil	25	27	8	0.93	76%	88.9	77.8%	0.53
H4SAN4TOR	17	30	14	0.57	29%	73.2	77.8%	0.31
moonwalkxd	34	26	11	1.31	65%	107.4	88.9%	0.69
_reiko	28	32	9	0.88	54%	92.9	72.2%	0.48
bajmano	26	23	4	1.13	50%	76.8	77.8%	0.52
EloDelivery-	25	25	8	1.00	48%	88.1	69.4%	0.48
olimp	22	28	10	0.79	59%	79.8	72.2%	0.43

nuke 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ smokeynaga7a	1	1	0	1.00	0%	—	100.0%	0.4
-TruNiQ	0	1	0	0.00	0%	—	—	-0.3
H4SAN4TOR	0	1	0	0.00	0%	—	—	-0.3
fozil	0	1	1	0.00	0%	55.0	100.0%	0.03
maQuein	0	1	0	0.00	0%	—	100.0%	-0.05
bajmano	2	0	0	2.00	100%	118.0	100.0%	1.48
moonwalkxd	2	1	2	2.00	50%	171.0	100.0%	1.18
_reiko	1	0	0	1.00	0%	—	100.0%	0.7
EloDelivery-	0	0	0	0.00	0%	—	100.0%	0.25
olimp	0	0	0	0.00	0%	—	100.0%	0.25

mirage 36 rounds

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

Round 1

T $3250 | CT $3250

Round 2

T $3700 | CT $4250

Round 3

T $8400 | CT $19650

Round 4

T $2650 | CT $25500

Round 5

T $23900 | CT $26150

Round 6

T $5350 | CT $27300

Round 7

T $25700 | CT $26800

Round 8

T $26050 | CT $28600

Round 9

T $27750 | CT $19950

Round 10

T $7100 | CT $22550

Round 11

T $24300 | CT $23900

Round 12

T $23700 | CT $17200

Round 13

T $25200 | CT $11200

Round 14

T $4300 | CT $4000

Round 15

T $16400 | CT $11000

Round 16

T $21300 | CT $15500

Round 17

T $23200 | CT $5550

Round 18

T $25300 | CT $28500

Round 19

T $19000 | CT $25850

Round 20

T $2500 | CT $29800

Round 21

T $22900 | CT $30100

Round 22

T $21700 | CT $26200

Round 23

T $3150 | CT $24200

Round 24

T $24600 | CT $29250

Round 25

T $20350 | CT $33900

Round 26

T $27150 | CT $32700

Round 27

T $27250 | CT $31050

Round 28

T $25800 | CT $34200

Round 29

T $27650 | CT $30550

Round 30

T $27450 | CT $31250

Round 31

T $27750 | CT $33600

Round 32

T $22450 | CT $29750

Round 33

T $27350 | CT $30950

Round 34

T $28050 | CT $31350

Round 35

T $25500 | CT $32800

Round 36

T $27350 | CT $33500

nuke 2 rounds

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

Round 1

T $0 | CT $0

Round 2

T $18900 | CT $29450

ESC Eco Rating: 6.9

Eco rounds

1/5 W (20%)

Force buy

0/1 W (0%)

Full buy

14 rounds

Avg Equip

$22000

Util Dmg

0.00

0.0/rd

Opening K

70%/rd

Trade Kill Rate 33%

Headshot% 49%

RUBY Eco Rating: 11.1

Eco rounds

3/5 W (60%)

Force buy

0/6 W (0%)

Full buy

7 rounds

Avg Equip

$14557

Util Dmg

0.00

0.0/rd

Opening K

44%/rd

Trade Kill Rate 54%

Headshot% 51%

CQ Feature Intelligence 534 features

null: 30.5% ◆ Platinum

Form (30d / 90d)

WR 30d

54.3% vs 52.5%

WR 90d

49.2% vs 56.0%

Rating 30d

1.1 vs 1.15

Form Slope

↓-0.010 vs —

Map Intelligence

CT WR 90d

51.8% vs 61.0%

T WR 90d

48.9% vs 50.8%

Pool Depth

2.0 vs 7.0

Team Dynamics

Days Rest

—d vs —d

Roster Stab

— vs —

Synergy

0.65 vs 0.66

Elo Δ +9

Elo Win% 51.3%

ESC Eco Rating: 6.9

Economy Mastery

Eco Win%

20%

Force Win%

Kill Quality

Headshot%

49%

Trade Rate

33%

Opening K/Rd

70%

Util Dmg/Rd

—

Multi-Kill Rounds

Multi-Kill Score: 65

RUBY Eco Rating: 11.1

Economy Mastery

Eco Win%

60%

Force Win%

Kill Quality

Headshot%

51%

Trade Rate

54%

Opening K/Rd

44%

Util Dmg/Rd

—

Multi-Kill Rounds

Multi-Kill Score: 49

Quantum Locked

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

Current: 30.5% null Target: <10%

More features will unlock as demo parsing progresses

RUBY

3 – 3

ESC

Recent Meetings

ESC 0 – 3 RUBY Oct 2025 RUBY 0 – 2 ESC Oct 2025 ESC 2 – 0 RUBY Oct 2025 ESC 0 – 3 RUBY Sep 2025 RUBY 0 – 3 ESC Jul 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

mirage 36 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 $3700 | CT $4250

T buy: eco CT buy: eco

Round 3 3 — 1st half

T $8400 | CT $19650

T buy: force_buy CT buy: half_buy

Round 4 4 — 1st half

T $2650 | CT $25500

T buy: eco CT buy: full_buy

Round 5 5 — 1st half

T $23900 | CT $26150

T buy: full_buy CT buy: full_buy

Round 6 6 — 1st half

T $5350 | CT $27300

T buy: force_buy CT buy: full_buy

Round 7 7 — 1st half

T $25700 | CT $26800

T buy: full_buy CT buy: full_buy Bomb planted

Round 8 8 — 1st half

T $26050 | CT $28600

T buy: full_buy CT buy: full_buy

Round 9 9 — 1st half

T $27750 | CT $19950

T buy: full_buy CT buy: half_buy

Round 10 10 — 1st half

T $7100 | CT $22550

T buy: force_buy CT buy: full_buy

Round 11 11 — 1st half

T $24300 | CT $23900

T buy: full_buy CT buy: full_buy Bomb planted

Round 12 12 — 1st half

T $23700 | CT $17200

T buy: full_buy CT buy: half_buy

Round 13 13 — 1st half

T $25200 | CT $11200

T buy: full_buy CT buy: force_buy

Round 14 14 — 1st half

T $4300 | CT $4000

T buy: eco CT buy: eco Bomb planted

Round 15 15 — 1st half

T $16400 | CT $11000

T buy: half_buy CT buy: force_buy

Round 16 16 — 2nd half

T $21300 | CT $15500

T buy: half_buy CT buy: half_buy Bomb planted

Round 17 17 — 2nd half

T $23200 | CT $5550

T buy: full_buy CT buy: force_buy Bomb planted

Round 18 18 — 2nd half

T $25300 | CT $28500

T buy: full_buy CT buy: full_buy

Round 19 19 — 2nd half

T $19000 | CT $25850

T buy: half_buy CT buy: full_buy

Round 20 20 — 2nd half

T $2500 | CT $29800

T buy: eco CT buy: full_buy

Round 21 21 — 2nd half

T $22900 | CT $30100

T buy: full_buy CT buy: full_buy Bomb planted

Round 22 22 — 2nd half

T $21700 | CT $26200

T buy: half_buy CT buy: full_buy Bomb planted

Round 23 23 — 2nd half

T $3150 | CT $24200

T buy: eco CT buy: full_buy

Round 24 24 — 2nd half

T $24600 | CT $29250

T buy: full_buy CT buy: full_buy Bomb planted

Round 25 25 — 2nd half

T $20350 | CT $33900

T buy: half_buy CT buy: full_buy

Round 26 26 — 2nd half

T $27150 | CT $32700

T buy: full_buy CT buy: full_buy

Round 27 27 — 2nd half

T $27250 | CT $31050

T buy: full_buy CT buy: full_buy Bomb planted

Round 28 28 — 2nd half

T $25800 | CT $34200

T buy: full_buy CT buy: full_buy Bomb planted

Round 29 29 — 2nd half

T $27650 | CT $30550

T buy: full_buy CT buy: full_buy

Round 30 30 — 2nd half

T $27450 | CT $31250

T buy: full_buy CT buy: full_buy

Round 31 31 — OT

T $27750 | CT $33600

T buy: full_buy CT buy: full_buy

Round 32 32 — OT

T $22450 | CT $29750

T buy: half_buy CT buy: full_buy

Round 33 33 — OT

T $27350 | CT $30950

T buy: full_buy CT buy: full_buy

Round 34 34 — OT

T $28050 | CT $31350

T buy: full_buy CT buy: full_buy

Round 35 35 — OT

T $25500 | CT $32800

T buy: full_buy CT buy: full_buy

Round 36 36 — OT

T $27350 | CT $33500

T buy: full_buy CT buy: full_buy Bomb planted

nuke 2 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 $0 | CT $0

T buy: — CT buy: —

Round 2 2 — 1st half

T $18900 | CT $29450

T buy: half_buy CT buy: full_buy