Jan Engineering Benchmarks
AI & LLM Tools
GitHub
As of October 26, 2026, Jan has 1,069 merged pull requests, 2.0 hours median cycle time, 0.2 hours median review time, and 11 active contributors in the last 90 days. AI-related signals appear on 3.4% of recent work.
PRs with AI-related signals take 68% longer than the baseline.
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
34.8h
with signals
20.7h
baseline
67.8%
difference
AI-Related Signals
3.7%
12 of 322 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Jan flagship | 1069 | 6.9% | 3.4h | 0.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 41 minutes ago.
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