Analytics

Engineering metrics for the age of AI

See what your team is actually shipping with LLM-powered analysis of agent runs and commit data. Breakdown by AI agent, tool, team, repository, and more so your ROI calculations are grounded in reality.

Install on GitHubDocumentation
Pull requests merged
Last 30 days · every contributor in beaconhq
HumansAI agents
604530150
58
44
39
33
28
26
Ellipsisellipsis
Ppriya
Mmarcus
Ddani
claude
Ttomas
Lines changedPRs mergedReviewsAuthors
HumansBots & agents
May 20Jun 3Jun 18

Output over time

See what your team actually shipped

The headline chart tracks real output (lines changed, PRs merged, reviews, active authors) day by day, with humans and agents counted together.
Top authorsLinesPRs
Ellipsis
ellipsis[bot]
19.2k58
P
priya-shah
22.1k44
M
marcus-lee
17.8k39
D
dani-okoro
14.0k33
claude[bot]
9.4k28
T
tomas-vidal
11.2k26

Unified contributors

Humans and agents on one leaderboard

Rank every contributor to your repos, engineers and AI agents alike, by lines changed and PRs merged. Ellipsis detects work from any tool that commits to your code, not just Ellipsis agents.
BotHumanBubble size = reviews
↑ More concise · fewer comments per 1k lines
Concise · off-baseConcise · accurate ★Verbose · off-baseVerbose · accurate
More accurate · approvals vs. changes requested →

Review quality

Spot your most effective reviewers

Each reviewer is plotted by accuracy (approvals vs. changes requested) and how concise they are (comments per 1,000 lines). The shaded corner is the target: concise and accurate. Bubble size is review volume. The Ellipsis review bot is tuned to land right in it.
6.8h median time to merge
May 20Jun 3Jun 18

Velocity

Watch time-to-merge drop

Each day is the spread of how long PRs took to merge. The box is the p25–p75 range, the tick is the median. A downward trend means changes are getting attention and shipping faster.
RepositoriesLinesPRsAuthors
beaconhq/beacon-web
41.2k9611
beaconhq/beacon-api
33.8k789
beaconhq/beacon-ingest
18.1k446
beaconhq/beacon-infra
12.4k387
beaconhq/beacon-docs
6.2k278

By repository

Know where the work is happening

Break every metric down by repo: lines changed, PRs merged, and how many distinct authors touched each one. Correlate volume with review turnaround to find the repos that need attention.