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Rensselaer MLAX (9-7)

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Division: III
Conference: Liberty League

April 2026: AOE & ADE formulas updated for more accurate opponent-adjusted efficiency. All seasons recalculated.

Program Trajectory

REBUILDING

2023 rank (#45 of 240) declined by 21.6% from 1yr weighted baseline (#37). Moved 8 spots.

Recent NET by Season

2022 (DIII)

3.002 #37

2023 (DIII)

2.961 #45

NET = team’s adjusted Net Efficiency rank metric for that season. Rank = DIII MLAX .

Metric	Offense	Defense
Strength of Schedule	0.628 27
RPI	0.607 38
Adjusted Efficiency	0.799 71	-2.162 24
Net Efficiency	2.961 45
Avg. Possessions	65.0 86	61.6 118
Goals Per Possession	0.182 130	0.159 31
On-Goal Rate	57.1 169	55.5 29
Goals Per Game	11.8 115	9.8 46
Assist Rate	55.0 139	56.1 122
FO Win Rate
Unforced TO Rate	18.6 135	16.6 155

Metric

Offense

Defense

Strength of Schedule

0.628 27

RPI

0.607 38

Adjusted Efficiency

0.799 71

-2.162 24

Net Efficiency

2.961 45

Avg. Possessions

65.0 86

61.6 118

Goals Per Possession

0.182 130

0.159 31

On-Goal Rate

57.1 169

55.5 29

Goals Per Game

11.8 115

9.8 46

Assist Rate

55.0 139

56.1 122

FO Win Rate

Unforced TO Rate

18.6 135

16.6 155

Date	Opponent	Result	Record
2/18/2023	Coast Guard	L, 11 - 12	0-1
2/22/2023	Clark (MA)	W, 17 - 2	1-1
2/26/2023	DeSales	W, 16 - 10	2-1
3/5/2023	Muhlenberg	W, 11 - 6	3-1
3/11/2023	MIT	L, 10 - 14	3-2
3/12/2023	Middlebury	L, 9 - 10	3-3
3/15/2023	Hamilton	L, 12 - 15	3-4
3/18/2023	Vassar	W, 18 - 7	4-4
3/22/2023	Williams	L, 6 - 13	4-5
3/25/2023	Skidmore	W, 12 - 9	5-5
4/1/2023	RIT	L, 7 - 14	5-6
4/8/2023	Clarkson	W, 14 - 11	6-6
4/15/2023	Union (NY)	W, 9 - 5	7-6
4/22/2023	St. Lawrence	W, 13 - 7	8-6
4/29/2023	Ithaca	W, 14 - 9	9-6
5/5/2023	Union (NY)	L, 10 - 13	9-7

Date

Opponent

Result

Record

2/18/2023

Coast Guard

L, 11 - 12

0-1

2/22/2023

Clark (MA)

W, 17 - 2

1-1

2/26/2023

DeSales

W, 16 - 10

2-1

3/5/2023

Muhlenberg

W, 11 - 6

3-1

3/11/2023

MIT

L, 10 - 14

3-2

3/12/2023

Middlebury

L, 9 - 10

3-3

3/15/2023

Hamilton

L, 12 - 15

3-4

3/18/2023

Vassar

W, 18 - 7

4-4

3/22/2023

Williams

L, 6 - 13

4-5

3/25/2023

Skidmore

W, 12 - 9

5-5

4/1/2023

RIT

L, 7 - 14

5-6

4/8/2023

Clarkson

W, 14 - 11

6-6

4/15/2023

Union (NY)

W, 9 - 5

7-6

4/22/2023

St. Lawrence

W, 13 - 7

8-6

4/29/2023

Ithaca

W, 14 - 9

9-6

5/5/2023

Union (NY)

L, 10 - 13

9-7

Player	Goals	Assists	Points	Net Turnovers	LFN Rating	Adj. LFN Rating
Luke Murphy	1.94 370	1.56 156	3.50 226		1.057 246	2.842 199
Cooper Manzi	1.88 398	0.94 444	2.81 422		0.906 357	2.692 285
Tyler Ruffini	0.75 1300	1.25 256	2.00 749		0.639 697	2.425 599
Drew Teff	0.06 2973	0.06 2819	0.12 2945		0.065 3584	1.850 1999
Caleb Oswari	0.12 2579	0.19 1949	0.31 2358	0.88 171	0.388 1291	2.173 1021
Will McGrath		0.06 2819	0.06 3332		0.089 3298	1.874 1921
Sean Smith	1.31 761	0.12 2287	1.44 1134		0.478 1028	2.263 834
Angelo Venuto	0.56 1571	0.31 1517	0.88 1607		0.172 2447	1.957 1627
Dan Myers	0.38 1878	0.06 2819	0.44 2147		0.089 3291	1.875 1919
Sean Mullen	0.27 2127	0.20 1890	0.47 2092		0.103 3146	1.888 1886
Zach Neely	0.13 2541	0.07 2728	0.20 2630		0.091 3263	1.877 1909
Devon Boyko	0.07 2902	0.07 2728	0.13 2899	0.27 728	0.196 2242	1.982 1544
Cian Hilkewich	0.53 1619	0.13 2240	0.67 1828		0.201 2198	1.987 1523
Nick Porter					0.040 3879	1.826 2072
Evan Whatley	0.33 1958	0.07 2728	0.40 2213		0.072 3487	1.858 1974
Anthony Mazzella	1.27 804	0.60 843	1.87 854		0.520 924	2.305 763
Ty Stanek				0.33 624	0.095 3227	1.880 1901
Jack Greene	0.07 2902	0.07 2728	0.13 2899	1.27 79	0.426 1166	2.211 934
Zach Swanson	1.33 737	0.27 1666	1.60 1008		0.470 1047	2.255 848
Cooper Roman	0.36 1921	0.07 2654	0.43 2171		0.103 3142	1.888 1884
Trey Berry	0.21 2255		0.21 2606		0.022 4083	1.807 2146
Cameron Howley	0.15 2466	0.15 2137	0.31 2376		0.122 2920	1.907 1819
Ely Kalkstein	0.15 2466	0.15 2137	0.31 2376		0.059 3649	1.844 2024
Jon Matkin	0.09 2717		0.09 3088		0.052 3727	1.838 2036

Player

Goals

Assists

Points

Faceoffs
Won

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Luke Murphy

1.94 370

1.56 156

3.50 226

1.057 246

2.842 199

Cooper Manzi

1.88 398

0.94 444

2.81 422

0.906 357

2.692 285

Tyler Ruffini

0.75 1300

1.25 256

2.00 749

0.639 697

2.425 599

Drew Teff

0.06 2973

0.06 2819

0.12 2945

0.065 3584

1.850 1999

Caleb Oswari

0.12 2579

0.19 1949

0.31 2358

0.88 171

0.388 1291

2.173 1021

Will McGrath

0.06 2819

0.06 3332

0.089 3298

1.874 1921

Sean Smith

1.31 761

0.12 2287

1.44 1134

0.478 1028

2.263 834

Angelo Venuto

0.56 1571

0.31 1517

0.88 1607

0.172 2447

1.957 1627

Dan Myers

0.38 1878

0.06 2819

0.44 2147

0.089 3291

1.875 1919

Sean Mullen

0.27 2127

0.20 1890

0.47 2092

0.103 3146

1.888 1886

Zach Neely

0.13 2541

0.07 2728

0.20 2630

0.091 3263

1.877 1909

Devon Boyko

0.07 2902

0.07 2728

0.13 2899

0.27 728

0.196 2242

1.982 1544

Cian Hilkewich

0.53 1619

0.13 2240

0.67 1828

0.201 2198

1.987 1523

Nick Porter

0.040 3879

1.826 2072

Evan Whatley

0.33 1958

0.07 2728

0.40 2213

0.072 3487

1.858 1974

Anthony Mazzella

1.27 804

0.60 843

1.87 854

0.520 924

2.305 763

Ty Stanek

0.33 624

0.095 3227

1.880 1901

Jack Greene

0.07 2902

0.07 2728

0.13 2899

1.27 79

0.426 1166

2.211 934

Zach Swanson

1.33 737

0.27 1666

1.60 1008

0.470 1047

2.255 848

Cooper Roman

0.36 1921

0.07 2654

0.43 2171

0.103 3142

1.888 1884

Trey Berry

0.21 2255

0.21 2606

0.022 4083

1.807 2146

Cameron Howley

0.15 2466

0.15 2137

0.31 2376

0.122 2920

1.907 1819

Ely Kalkstein

0.15 2466

0.15 2137

0.31 2376

0.059 3649

1.844 2024

Jon Matkin

0.09 2717

0.09 3088

0.052 3727

1.838 2036