Examiner Matthew G. Marini

Grant ratio: 55.1% (42nd percentile in Art Unit 2854 among examiners with at least 20 applications). Average office actions per grant: 2.76. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 55.1%
Average office actions / grant 2.76
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO About average

Examiner record

Examiner ID
82016
Primary art unit
2854
Work group
2850
Technology center
2800
Applications
1,141
Granted applications
629
Examiner phone
(571) 272-2676
Supervisor
Stephen Meier
Supervisor phone
(571) 272-2149

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 21 51.4% 2.10
Group 380 61.0% 1.65
Tech Center 2,413 62.4% 1.69
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.71 3,095 office actions across 1,141 applications
Applications with office actions 99.8% 1,139 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.2%
1 OA 311 27.3%
2 OAs 332 29.1%
3 OAs 207 18.1%
4 OAs 127 11.1%
5+ OAs 162 14.2%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 52.8% 2008 2009: 54.5% 2009 2010: 44.3% 2010 2011: 64.5% 2011 2012: 47.9% 2012 2013: 56.8% 2013 2014: 62.7% 2014 2015: 78.2% 2015 2016: 75.9% 2016 2017: 51.1% 2017 2018: 50.9% 2018 2019: 60.4% 2019 2020: 57.8% 2020 2021: 58.9% 2021 2022: 63.5% 2022 2023: 72.9% 2023 2024: 66.1% 2024 2025: 35.5% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008361952.8%
2009553054.5%
2010612744.3%
2011624064.5%
2012733547.9%
2013814656.8%
2014754762.7%
2015554378.2%
2016584475.9%
2017452351.1%
2018532750.9%
2019482960.4%
2020643757.8%
2021563358.9%
2022634063.5%
2023594372.9%
2024593966.1%
2025762735.5%
20266200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,139 5.7% 21.4% 68.0% 1.5%
Action 2 828 6.8% 16.7% 72.9% 1.6%
Action 3 496 5.6% 11.5% 80.6% 1.2%
Action 4 289 3.8% 6.9% 87.2% 1.0%
Action 5 162 4.3% 5.6% 89.5% 0.6%
Action 6 100 4.0% 6.0% 90.0% 0.0%
Action 7 38 5.3% 10.5% 73.7% 7.9%
Action 8 18 0.0% 0.0% 88.9% 0.0%
Action 9 11 9.1% 0.0% 90.9% 0.0%
Action 10 5 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 16.4% 67 of 408 office actions
All years 5.6% 174 of 3,095 office actions
Change +10.8 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.8%
0.0%
0.0%
0.5%
0.0%
0.0%
2014: Alice
0.0%
0.0%
3.9%
11.6%
13.4%
2019: PEG
1.9%
7.8%
11.7%
9.4%
9.3%
2024: AI examples
17.8%
2025: August memo
17.9%
14.5%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 34. Merits outcomes: 14 affirmed, 4 affirmed in part, and 16 reversed.

Full reversal rate
47.1% 16/34 decisions
Full or partial reversal rate
58.8% 20/34 decisions
Median appeal duration
24.8 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 12, 2025 17/872,811 Reversed §102 · §103
Aug. 8, 2025 16/941,865 Affirmed N/A
May. 28, 2025 17/228,487 Affirmed §101 · §103
Oct. 18, 2024 17/538,254 Reversed §103
Jan. 30, 2024 14/762,985 Affirmed in part §103
Jun. 6, 2022 15/150,950 Affirmed §101 · §103
Jul. 8, 2020 14/176,464 Reversed §103
May. 12, 2020 14/578,302 Affirmed §103
Dec. 26, 2019 14/428,171 Affirmed §100 · §101 · §103
Nov. 15, 2017 13/890,485 Affirmed §103
Sep. 25, 2017 13/849,109 Affirmed §103
Jul. 24, 2017 13/832,854 Reversed §102 · §103

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Aug. 27, 2026.

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