pytorch

pytorch/pytorch

Time frame
Merged PRs Jul 21, 2026 – Jul 29, 2026

Velocity

0 PRs

Since Jul 21, 2026 · 704 commits · +35,432 / -13,611

Median cycle time

3.0d

33.4d p90 · 14h to first approval

Code churn (30d)

5%

1% revert · 5% reedit

Substantive reviews

6%

8% changes requested · 92% rubber-stamped

Complexity-adjusted velocity

415.0

2.5 avg complexity / PR

Maintainability risk

1.4

LLM-assessed, higher means riskier

Reviewer turnaround

3.2d

157 active reviewers

Work distribution
Merged PRs by commit classification.
Feature 7%Bug fix 14%Maintenance 80%

Maintenance breakdown

Tech debt62
DevOps16
Admin14
366merged PRs

Most of the work

Maintenance

Least of the work

Feature

Work-type mix over time
Merged PRs per week by classification.
Review health
Where substantive-review coverage sits, from rubber-stamp territory to rigorous.

6%

0%40%70%100%

8% of PRs got changes requested · 92% were rubber-stamped

Reviewer metrics
Non-bot reviewer load and first-activity turnaround.
ReviewerReviewsAvg turnP90 turnComments
pytorchmergebot3651,635
Skylion0071018h16h159
albanD706.6d12.4d131
jansel531.9d5.0d81
eellison322.6d6.7d63
fduwjj301.2d2.7d0
eqy301.6d4.4d13
kapilsh301.8d5.6d13