Langchainjs Engineering Benchmarks

LangChain · GitHub · Updated October 26, 2026

Langchainjs delivery benchmarks are based on 41 merged pull requests in the last 30 days (937 all-time), with 3.7 hours median cycle time, 0.2 hours median review time, and 16 active contributors. AI-related signals appear on 9.8% of recent work. PR volume is down -18% compared to the prior period.

Median Cycle Time
3.7h
PR open to merge
Median Review Time
0.2h
first review to approval
AI-Related Signals
9.8%
directional signal across recent PRs
Best Signal Fast Delivery
3.7h
Median cycle time of 3.7h

Repo vs LangChain Average

+0.6pp
AI Signals
+2.8h
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.

Cycle Time by AI-Related Signals

98.1h
with signals
47.1h
baseline
108.4%
difference

PR Breakdown

5 with signals / 46 total PRs

Top AI Tools

claude 5
claude_code 3
chatgpt 2

PR Type Breakdown

unknown 34
refactor 2
ci 2
feature 1
chore 1
bugfix 1

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 2 hours, 46 minutes ago.

Updated daily from public GitHub pull requests.

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