Examiner Gary Mui

Grant ratio: 87.4% (93rd percentile in Art Unit 2464 among examiners with at least 20 applications). Average office actions per grant: 1.55. Most common rejection type: §103.

Potentially inactive Last office action in data: June 2026
Grant ratio 87.4%
Average office actions / grant 1.55
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
82706
Primary art unit
2464
Work group
2460
Technology center
2400
Applications
896
Granted applications
783

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 24 67.1% 1.93
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 1.62 1,452 office actions across 896 applications
Applications with office actions 99.4% 891 applications
Office actionsApplicationsShare of applications
No OA observed 5 0.6%
1 OA 571 63.7%
2 OAs 206 23.0%
3 OAs 60 6.7%
4 OAs 23 2.6%
5+ OAs 31 3.5%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 75.7% 2008 2009: 75.0% 2009 2010: 88.5% 2010 2011: 86.6% 2011 2012: 93.8% 2012 2013: 92.7% 2013 2014: 80.4% 2014 2015: 80.0% 2015 2016: 81.8% 2016 2017: 92.0% 2017 2018: 81.4% 2018 2019: 95.4% 2019 2020: 92.7% 2020 2021: 93.8% 2021 2022: 93.5% 2022 2023: 92.5% 2023 2024: 96.8% 2024 2025: 0.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008372875.7%
2009483675.0%
2010524688.5%
2011675886.6%
2012484593.8%
2013413892.7%
2014564580.4%
2015554480.0%
2016554581.8%
2017504692.0%
2018705781.4%
2019656295.4%
2020555192.7%
2021656193.8%
2022312993.5%
2023676292.5%
2024313096.8%
2025100.0%
2026200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 891 2.1% 17.5% 58.5% 6.6%
Action 2 320 0.9% 13.1% 71.6% 5.3%
Action 3 114 1.8% 7.0% 83.3% 5.3%
Action 4 54 5.6% 1.9% 85.2% 3.7%
Action 5 31 9.7% 0.0% 80.6% 3.2%
Action 6 19 15.8% 10.5% 68.4% 0.0%
Action 7 10 20.0% 0.0% 80.0% 0.0%
Action 8 6 0.0% 0.0% 100.0% 0.0%
Action 9 4 0.0% 0.0% 100.0% 0.0%
Action 10 2 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 1.4% 1 of 70 office actions
All years 2.4% 35 of 1,452 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

0.9%
0.9%
4.2%
3.1%
1.1%
0.0%
2014: Alice
4.3%
5.3%
2.4%
3.2%
6.0%
2019: PEG
1.1%
0.0%
1.2%
5.3%
2.2%
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: 8. Merits outcomes: 5 affirmed, 2 affirmed in part, and 1 reversed.

Full reversal rate
12.5% 1/8 decisions
Full or partial reversal rate
37.5% 3/8 decisions
Median appeal duration
24.7 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jul. 28, 2021 14/168,944 Reversed §103
Feb. 18, 2021 14/695,118 Affirmed §101 · §112
Apr. 20, 2018 13/660,378 Affirmed §103
Feb. 29, 2016 11/741,590 Affirmed §102 · §103
Mar. 31, 2014 10/719,345 Affirmed N/A
Sep. 7, 2012 10/377,107 Affirmed N/A
Oct. 6, 2011 11/096,603 Affirmed in part N/A
Feb. 10, 2011 10/687,798 Affirmed in part §102 · §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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