How is Lobe Chat delivering recently?

Lobe Chat has 1.62 hours median cycle time, 0.00 hours median review time, and 594 merged pull requests in the last 30 days.

What AI-related signal share does Lobe Chat show?

AI-related signals appear on 31.82% of Lobe Chat pull requests in the current summary window.

How many active contributors does Lobe Chat have?

Lobe Chat has 25 active contributors in the last 30 days.

Lobe Chat Engineering Benchmarks

LobeChat · GitHub · Updated June 3, 2026

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Lobe Chat delivery benchmarks are based on 594 merged pull requests in the last 30 days (2,256 all-time), with 1.6 hours median cycle time, 0.0 hours median review time, and 25 active contributors. AI-related signals appear on 31.8% of recent work. PR volume is up 59% compared to the prior period.

Median Cycle Time

1.6h

PR open to merge

Median Review Time

0.0h

first review to approval

AI-Related Signals

31.8%

directional signal across recent PRs

Best Signal Fast Delivery

1.6h

Median cycle time of 1.6h

Repo vs LobeChat Average

+10.1pp

AI Signals

0.0h

Cycle Time

0.0h

Review Time

Delivery Trend and AI Signals

PR Backlog (Humans)

Excludes AI agents and automation accounts.

PR Backlog (AI Agents)

AI coding agents only.

AI Signals vs Cycle Time

Correlation

moderate negative

r = -0.44 (14 weeks)

Cycle Time by AI-Related Signals

12.3h

with signals

13.0h

baseline

-5.0%

difference

PR Breakdown

390 with signals / 604 total PRs

Top AI Tools

claude 205

chatgpt 158

sourcery-ai 18

sourcery 17

chatgpt-codex-connector 14

PR Type Breakdown

bugfix 282

feature 173

refactor 56

chore 48

docs 16

unknown 13

Recent Pull Requests

View PR Explorer

Title	Author	AI
✨ feat(stats): add daily token-usage mode to activity heatm…	arvinxx	AI
♻️ refactor: migrate modals to @lobehub/ui/base-ui (LOBE-97…	Innei	—
✨ feat: add limited offer & original price locale keys for …	tjx666	—
✨ feat(agent-builder): add skill priority instruction and s…	ONLY-yours	—
✅ test(model-runtime): classify ollamacloud "context window…	arvinxx	AI

Methodology

Metrics are computed from merged pull request data synced daily from GitHub. AI-related metrics are directional signals inferred from pull request activity patterns and heuristics. Summary metrics use a 30-day rolling window; trends use a 90-day window. Last updated 16 hours, 29 minutes ago.

Updated daily from public GitHub pull requests.

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Lobe Chat Engineering Benchmarks

Repo vs LobeChat Average

Delivery Trend and AI Signals

PR Backlog (Humans)

PR Backlog (AI Agents)

AI Signals vs Cycle Time

Correlation

Cycle Time by AI-Related Signals

PR Breakdown

Top AI Tools

PR Type Breakdown

Recent Pull Requests

Methodology

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