Examiner Soe Min Hlaing

Grant ratio: 73.4% (75th percentile in Art Unit 2451 among examiners with at least 20 applications). Average office actions per grant: 2.17. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 73.4%
Average office actions / grant 2.17
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
92133
Primary art unit
2451
Work group
2450
Technology center
2400
Applications
376
Granted applications
276
Examiner phone
(303) 297-4282
Supervisor
Christopher Parry
Supervisor phone
(571) 272-8328

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 21 55.7% 2.26
Group 210 57.4% 2.41
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.14 805 office actions across 376 applications
Applications with office actions 100.0% 376 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 164 43.6%
2 OAs 99 26.3%
3 OAs 64 17.0%
4 OAs 19 5.1%
5+ OAs 30 8.0%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2015: 45.5% 2015 2016: 59.1% 2016 2017: 65.0% 2017 2018: 70.6% 2018 2019: 78.0% 2019 2020: 85.4% 2020 2021: 94.1% 2021 2022: 81.1% 2022 2023: 85.7% 2023 2024: 97.4% 2024 2025: 50.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201511545.5%
2016221359.1%
2017201365.0%
2018342470.6%
2019413278.0%
2020413585.4%
2021343294.1%
2022373081.1%
2023423685.7%
2024393897.4%
2025361850.0%
20261900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 376 1.9% 4.5% 88.6% 2.7%
Action 2 212 0.5% 1.9% 94.3% 1.4%
Action 3 113 1.8% 1.8% 94.7% 1.8%
Action 4 49 2.0% 2.0% 93.9% 2.0%
Action 5 30 6.7% 3.3% 83.3% 0.0%
Action 6 12 0.0% 0.0% 91.7% 8.3%
Action 7 6 0.0% 0.0% 100.0% 0.0%
Action 8 3 0.0% 0.0% 66.7% 33.3%
Action 9 1 0.0% 0.0% 0.0% 100.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 2.6% 4 of 154 office actions
All years 1.6% 13 of 805 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

2014: Alice
0.0%
0.0%
0.0%
2.2%
2.8%
2019: PEG
3.9%
1.5%
1.3%
0.0%
1.6%
2024: AI examples
3.2%
2025: August memo
0.0%
4.2%

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

PTAB appeals

Matched decisions: 5. Merits outcomes: 3 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
25.0% 1/4 decisions
Full or partial reversal rate
25.0% 1/4 decisions
Median appeal duration
12.8 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Sep. 26, 2022 13/830,030 Affirmed New ground of rejection §101 · §103
Jan. 28, 2022 14/039,352 Affirmed §102 · §112
Aug. 3, 2021 15/398,449 Granted §103
Oct. 31, 2019 14/154,412 Affirmed §103
Mar. 22, 2018 13/433,442 Reversed §101 · §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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