Examiner Benyam Haile

Grant ratio: 54.2% (18th percentile in Art Unit 2688 among examiners with at least 20 applications). Average office actions per grant: 2.25. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 54.2%
Average office actions / grant 2.25
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO About average

Examiner record

Examiner ID
89511
Primary art unit
2688
Work group
2680
Technology center
2600
Applications
760
Granted applications
412
Examiner phone
(571) 272-2080
Supervisor
Steven Lim
Supervisor phone
(571) 270-1210

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 19 66.1% 1.68
Group 114 64.6% 1.80
Tech Center 1,754 57.4% 1.88
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.28 1,732 office actions across 760 applications
Applications with office actions 98.4% 748 applications
Office actionsApplicationsShare of applications
No OA observed 12 1.6%
1 OA 260 34.2%
2 OAs 252 33.2%
3 OAs 104 13.7%
4 OAs 68 8.9%
5+ OAs 64 8.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2012: 50.0% 2012 2013: 33.3% 2013 2014: 59.6% 2014 2015: 53.8% 2015 2016: 57.1% 2016 2017: 77.0% 2017 2018: 68.0% 2018 2019: 64.5% 2019 2020: 63.3% 2020 2021: 70.0% 2021 2022: 68.8% 2022 2023: 61.7% 2023 2024: 50.7% 2024 2025: 30.4% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20126350.0%
2013421433.3%
2014523159.6%
2015392153.8%
2016492857.1%
2017614777.0%
2018503468.0%
2019624064.5%
2020493163.3%
2021604270.0%
2022483368.8%
2023603761.7%
2024673450.7%
2025561730.4%
20265900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 748 0.7% 5.5% 80.9% 1.3%
Action 2 488 1.4% 3.1% 83.2% 3.7%
Action 3 236 0.4% 2.1% 86.0% 6.4%
Action 4 132 0.0% 2.3% 81.8% 9.8%
Action 5 64 0.0% 1.6% 87.5% 9.4%
Action 6 43 0.0% 2.3% 86.0% 4.7%
Action 7 13 0.0% 0.0% 92.3% 0.0%
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 1.7% 7 of 408 office actions
All years 0.8% 13 of 1,732 office actions
Change +1.0 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%
2014: Alice
0.0%
0.0%
0.8%
1.7%
2.2%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
0.8%
2025: August memo
2.0%
3.7%

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

PTAB appeals

Matched decisions: 17. Merits outcomes: 9 affirmed, 3 affirmed in part, and 5 reversed.

Full reversal rate
29.4% 5/17 decisions
Full or partial reversal rate
47.1% 8/17 decisions
Median appeal duration
9.5 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Jul. 20, 2026 18/308,780 Affirmed §102 · §103
Feb. 27, 2026 16/966,800 Affirmed §103
Dec. 30, 2025 18/219,841 Reversed §103
Jul. 29, 2025 17/304,967 Affirmed in part New ground of rejection §103 · §112
Jan. 31, 2025 17/653,489 Affirmed N/A
Jan. 2, 2025 17/722,705 Affirmed §103
Aug. 28, 2023 16/765,366 Affirmed N/A
Dec. 15, 2022 16/751,297 Reversed §103 · §112
Oct. 11, 2022 16/774,188 Reversed §103
Feb. 23, 2022 16/040,437 Affirmed in part §102 · §103 · §112
Nov. 1, 2021 15/634,484 Affirmed §102 · §103
Aug. 12, 2021 15/787,449 Reversed §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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