Analytics
Engineering metrics from humans, bots, and AI agents.
Analytics measures real engineering output from your GitHub data, counting humans, bots, and AI agents together, not just @ellipsis. Every chart honors the controls at the top of the page: a date range (last 30 days by default) and filters for repository, author, and humans versus bots.
The summary view: throughput and speed across every contributor.
Output over time
One metric per day. Switch tiles to plot lines, commits, PRs, reviews, comments, or authors. Counts land on the merge day.
Lines changedCommitsPull requestsReviewsCommentsAuthorsTime to merge
May 27Jun 9Jun 22Last 30 daysReposAuthorsHumans vs bots
Time to merge
Per-day distribution, not an average. Box is the middle half of merged PRs; the tick is the median.
Team efficiency
Derived ratios: time to first review, PR size, review depth, and per-author throughput.
1.2hMedian time to first review
486Lines changed per pull request
1.8Reviews per pull request
12.4Pull requests merged per author
Top authors
Contributors ranked by PRs merged. Humans and AI agents share the board.
Top reviewers
Reviewers ranked by reviews submitted. Comments per 1k lines flags thorough versus noisy review.
Top reviewersReviews
Comments
Comments/1k
Repositories
The same shipped-work metrics broken out per repository.
RepositoriesLines
PRs
Authors
What your team opens and merges. Same controls as above.
Pull requests over time
PRs opened per day, split into opened, merged, and closed without merging. Switch tiles for lines, commits, authors, or time to merge.
Pull requestsLines changedCommitsAuthorsTime to merge
May 27Jun 9Jun 22Last 30 daysReposAuthorsHumans vs bots
Pull request time to merge
Distribution of merge time for PRs merged each day. Whisker spans fastest to slowest; box is the middle half; tick is the median.
Below the charts, a table lists each PR in the window with its author, repository, lines changed, and status, and links any Ellipsis reviewed back to the review.
Review and comment activity across every reviewer, including the Ellipsis bot. Adds filters for reviewer type and review status.
Review activity over time
Reviews, inline comments, or active reviewers per day. The status filter narrows the underlying reviews.
ReviewsCommentsReviewers
May 27Jun 9Jun 22Last 30 daysReposAuthorsHumans vs bots
Comment engagement
Approval rate (reacted comments with a thumbs up) plus reviews and comments per PR and per review.
82% (1.4k / 1.7k)Comment approval rate
1.8Average reviews per PR
3.6Average comments per PR
2.0Average comments per review
Below the charts, a chronological feed shows recent reviews and comments, so you can read the feedback behind the counts.