Examiner Benjamin Fiorello

Grant ratio: 69.8% (75th percentile in Art Unit 3678 among examiners with at least 20 applications). Average office actions per grant: 1.83. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 69.8%
Average office actions / grant 1.83
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
85461
Primary art unit
3678
Work group
3670
Technology center
3600
Applications
1,172
Granted applications
818
Examiner phone
(571) 270-7012
Supervisor
Amber Anderson
Supervisor phone
(571) 270-5281

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 18 59.6% 1.95
Group 238 58.8% 1.84
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.81 2,120 office actions across 1,172 applications
Applications with office actions 100.0% 1,172 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 622 53.1%
2 OAs 350 29.9%
3 OAs 91 7.8%
4 OAs 63 5.4%
5+ OAs 46 3.9%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 44.4% 2008 2009: 53.3% 2009 2010: 48.6% 2010 2011: 51.5% 2011 2012: 80.0% 2012 2013: 74.4% 2013 2014: 80.8% 2014 2015: 78.6% 2015 2016: 70.8% 2016 2017: 87.9% 2017 2018: 85.0% 2018 2019: 85.3% 2019 2020: 80.8% 2020 2021: 77.8% 2021 2022: 78.8% 2022 2023: 74.2% 2023 2024: 88.5% 2024 2025: 46.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20089444.4%
2009603253.3%
2010703448.6%
2011683551.5%
2012604880.0%
2013826174.4%
2014735980.8%
2015705578.6%
2016654670.8%
2017585187.9%
2018806885.0%
2019756485.3%
2020524280.8%
2021634977.8%
2022524178.8%
2023624674.2%
2024615488.5%
2025632946.0%
20264900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,172 0.2% 4.5% 73.9% 18.2%
Action 2 550 0.2% 5.8% 81.5% 8.7%
Action 3 200 0.0% 5.5% 84.0% 8.5%
Action 4 109 0.0% 5.5% 83.5% 9.2%
Action 5 46 0.0% 6.5% 73.9% 13.0%
Action 6 23 0.0% 4.3% 73.9% 8.7%
Action 7 10 0.0% 10.0% 80.0% 10.0%
Action 8 6 0.0% 0.0% 100.0% 0.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 254 office actions
All years 0.1% 3 of 2,120 office actions
Change -0.1 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%
0.0%
0.0%
0.0%
0.0%
0.7%
2014: Alice
0.0%
0.8%
0.0%
0.0%
0.0%
2019: PEG
0.0%
1.1%
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: 15. Merits outcomes: 5 affirmed, 1 affirmed in part, and 9 reversed.

Full reversal rate
60.0% 9/15 decisions
Full or partial reversal rate
66.7% 10/15 decisions
Median appeal duration
26.3 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Dec. 20, 2024 17/542,596 Affirmed §103
Apr. 30, 2021 15/428,006 Reversed §103
Jun. 30, 2020 14/671,366 Reversed §103
May. 30, 2019 14/519,163 Reversed §103
Sep. 25, 2018 15/000,598 Reversed §103
Nov. 17, 2017 13/443,453 Reversed §103 · §112
Sep. 29, 2014 11/570,813 Affirmed §103
Nov. 21, 2013 11/994,070 Reversed §103
Aug. 29, 2013 11/999,773 Affirmed in part §102 · §103 · §112
Jul. 15, 2013 12/152,261 Affirmed N/A
Jul. 1, 2013 11/554,587 Reversed N/A
Apr. 8, 2013 11/746,869 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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