Examiner James P. Duffy

Grant ratio: 69.5% (57th percentile in Art Unit 2461 among examiners with at least 20 applications). Average office actions per grant: 2.29. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 69.5%
Average office actions / grant 2.29
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
86054
Primary art unit
2461
Work group
2460
Technology center
2400
Applications
642
Granted applications
446
Examiner phone
(571) 270-7516
Supervisor
Huy D Vu
Supervisor phone
(571) 272-3155

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 24 61.7% 2.26
Group 225 60.1% 2.07
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.43 1,558 office actions across 642 applications
Applications with office actions 99.7% 640 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.3%
1 OA 270 42.1%
2 OAs 160 24.9%
3 OAs 76 11.8%
4 OAs 55 8.6%
5+ OAs 79 12.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 0.0% 2008 2009: 64.3% 2009 2010: 65.0% 2010 2011: 60.0% 2011 2012: 65.2% 2012 2013: 48.6% 2013 2014: 63.6% 2014 2015: 74.2% 2015 2016: 77.4% 2016 2017: 68.4% 2017 2018: 74.1% 2018 2019: 76.0% 2019 2020: 93.9% 2020 2021: 86.7% 2021 2022: 93.0% 2022 2023: 88.4% 2023 2024: 85.7% 2024 2025: 47.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008100.0%
200914964.3%
2010201365.0%
2011201260.0%
2012231565.2%
2013371848.6%
2014332163.6%
2015312374.2%
2016312477.4%
2017382668.4%
2018544074.1%
2019503876.0%
2020333193.9%
2021453986.7%
2022434093.0%
2023433888.4%
2024494285.7%
2025361747.2%
20264100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 640 0.9% 6.4% 83.4% 4.1%
Action 2 370 0.8% 3.5% 90.5% 3.0%
Action 3 210 1.9% 4.3% 90.0% 3.3%
Action 4 134 0.0% 2.2% 97.0% 0.7%
Action 5 79 1.3% 1.3% 96.2% 1.3%
Action 6 48 0.0% 4.2% 93.8% 2.1%
Action 7 28 0.0% 0.0% 100.0% 0.0%
Action 8 17 0.0% 5.9% 94.1% 0.0%
Action 9 13 0.0% 7.7% 92.3% 0.0%
Action 10 7 0.0% 14.3% 85.7% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 220 office actions
All years 0.9% 14 of 1,558 office actions
Change -0.9 pts Percentage points

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

By year

0.0%
5.2%
0.0%
2.9%
0.0%
0.0%
2014: Alice
0.0%
0.0%
3.9%
1.7%
2.4%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
0.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 9. Merits outcomes: 6 affirmed, 1 affirmed in part, and 2 reversed.

Full reversal rate
22.2% 2/9 decisions
Full or partial reversal rate
33.3% 3/9 decisions
Median appeal duration
17.1 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jan. 30, 2024 16/913,413 Affirmed §103
Aug. 31, 2023 16/591,474 Affirmed §103
May. 17, 2022 14/683,372 Affirmed §102 · §103
Aug. 4, 2020 13/957,620 Affirmed in part §103
Nov. 18, 2019 14/400,480 Affirmed §103
Feb. 24, 2016 12/443,198 Affirmed §103 · §112
Jan. 28, 2016 11/574,211 Reversed N/A
Aug. 24, 2015 11/660,640 Affirmed N/A
Apr. 29, 2015 12/420,827 Reversed N/A

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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