Examiner Tom Y. Chang

Grant ratio: 49.7% (9th percentile in Art Unit 2456 among examiners with at least 20 applications). Average office actions per grant: 3.08. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 49.7%
Average office actions / grant 3.08
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
85278
Primary art unit
2456
Work group
2450
Technology center
2400
Applications
481
Granted applications
239
Examiner phone
(571) 270-5938

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 19 53.0% 2.80
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 3.19 1,533 office actions across 481 applications
Applications with office actions 99.4% 478 applications
Office actionsApplicationsShare of applications
No OA observed 3 0.6%
1 OA 108 22.5%
2 OAs 133 27.7%
3 OAs 46 9.6%
4 OAs 83 17.3%
5+ OAs 108 22.5%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 0.0% 2008 2009: 16.7% 2009 2010: 27.8% 2010 2011: 45.5% 2011 2012: 40.0% 2012 2013: 39.3% 2013 2014: 40.0% 2014 2015: 48.3% 2015 2016: 53.6% 2016 2017: 41.9% 2017 2018: 42.9% 2018 2019: 62.9% 2019 2020: 54.2% 2020 2021: 84.4% 2021 2022: 67.9% 2022 2023: 75.0% 2023 2024: 71.1% 2024 2025: 60.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008500.0%
200924416.7%
201018527.8%
2011221045.5%
201215640.0%
2013281139.3%
201420840.0%
2015291448.3%
2016281553.6%
2017311341.9%
2018281242.9%
2019352262.9%
2020241354.2%
2021322784.4%
2022281967.9%
2023241875.0%
2024382771.1%
2025251560.0%
20262700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 478 0.2% 10.3% 81.0% 0.2%
Action 2 370 4.1% 7.8% 83.2% 2.2%
Action 3 237 0.8% 4.2% 89.9% 3.0%
Action 4 191 2.1% 5.8% 89.5% 1.0%
Action 5 108 0.9% 2.8% 93.5% 0.9%
Action 6 76 0.0% 1.3% 94.7% 2.6%
Action 7 35 0.0% 2.9% 91.4% 2.9%
Action 8 23 0.0% 0.0% 95.7% 4.3%
Action 9 10 10.0% 0.0% 90.0% 0.0%
Action 10 4 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 1.6% 3 of 190 office actions
All years 1.6% 25 of 1,533 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%
0.9%
0.0%
1.0%
1.2%
0.9%
2014: Alice
0.0%
0.0%
7.9%
4.2%
7.6%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
1.4%
2025: August memo
3.8%
0.0%

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

PTAB appeals

Matched decisions: 30. Merits outcomes: 18 affirmed, 2 affirmed in part, and 10 reversed.

Full reversal rate
33.3% 10/30 decisions
Full or partial reversal rate
40.0% 12/30 decisions
Median appeal duration
26.6 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
May. 19, 2026 16/943,443 Affirmed N/A
Oct. 26, 2022 16/938,991 Reversed §103
Mar. 1, 2022 16/980,395 Affirmed §103 · §112 · §120
Dec. 16, 2021 14/725,982 Reversed §103
Oct. 23, 2020 15/077,223 Reversed §101 · §102 · §103
Oct. 2, 2019 14/338,157 Reversed §101 · §103
Aug. 28, 2019 13/167,686 Affirmed §101 · §102
Jun. 27, 2018 14/329,539 Reversed §101 · §102 · §103
May. 30, 2018 12/467,716 Affirmed §103
Nov. 13, 2017 11/787,425 Reversed §102 · §112
Nov. 1, 2016 11/382,189 Reversed N/A
Jul. 19, 2016 11/811,357 Affirmed in part §103 · §112

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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