Examiner Diallo I. Duniver

Grant ratio: 45.6% (24th percentile in Art Unit 3742 among examiners with at least 20 applications). Average office actions per grant: 3.99. Most common rejection type: §103.

Appears inactive Last office action in data: June 2022
Grant ratio 45.6%
Average office actions / grant 3.99
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
88138
Primary art unit
3742
Work group
3740
Technology center
3700
Applications
333
Granted applications
152

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 39 52.5% 2.19
Group 444 57.6% 1.86
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.32 1,189 office actions across 358 applications
Applications with office actions 100.0% 358 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 83 23.2%
2 OAs 92 25.7%
3 OAs 39 10.9%
4 OAs 62 17.3%
5+ OAs 82 22.9%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2011: 45.5% 2011 2012: 3.3% 2012 2013: 42.9% 2013 2014: 51.6% 2014 2015: 24.0% 2015 2016: 29.2% 2016 2017: 20.0% 2017 2018: 64.9% 2018 2019: 67.6% 2019 2020: 70.3% 2020 2021: 50.0% 2021 2022: 66.7% 2022

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201111545.5%
20123013.3%
2013281242.9%
2014311651.6%
201525624.0%
201624729.2%
201735720.0%
2018372464.9%
2019372567.6%
2020372670.3%
202114750.0%
2022241666.7%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 358 0.0% 5.6% 93.3% 0.8%
Action 2 275 0.0% 7.6% 87.6% 4.7%
Action 3 183 0.0% 6.6% 90.2% 3.3%
Action 4 144 0.0% 6.9% 89.6% 3.5%
Action 5 82 0.0% 6.1% 87.8% 6.1%
Action 6 56 0.0% 3.6% 83.9% 10.7%
Action 7 36 0.0% 0.0% 88.9% 11.1%
Action 8 25 0.0% 0.0% 96.0% 4.0%
Action 9 14 0.0% 7.1% 85.7% 7.1%
Action 10 10 0.0% 0.0% 90.0% 10.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 0.0% 0 of 1,189 office actions
Change N/A 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%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%

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

PTAB appeals

Matched decisions: 28. Merits outcomes: 2 affirmed, 5 affirmed in part, and 21 reversed.

Full reversal rate
75.0% 21/28 decisions
Full or partial reversal rate
92.9% 26/28 decisions
Median appeal duration
23.5 months
New grounds of rejection
2
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 23, 2022 16/378,558 Affirmed in part §103
Mar. 13, 2020 14/168,434 Reversed §103 · §112
Jan. 27, 2020 12/738,052 Reversed §103
Nov. 4, 2019 13/080,072 Affirmed in part §102 · §103 · §112
Sep. 17, 2019 13/274,671 Reversed §103
May. 7, 2019 12/563,180 Affirmed New ground of rejection §103
Feb. 15, 2019 13/427,976 Reversed §103 · §112
Jan. 7, 2019 12/413,350 Reversed N/A
Sep. 28, 2018 13/427,507 Reversed §102 · §103
Jun. 14, 2018 12/957,328 Reversed §103
May. 7, 2018 12/996,550 Reversed §102 · §103
May. 1, 2018 12/946,070 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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