Jan Engineering Benchmarks
AI & LLM Tools
GitHub
As of September 11, 2026, Jan has 877 merged pull requests, 1.6 hours median cycle time, 0.1 hours median review time, and 13 active contributors in the last 90 days. AI-related signals appear on 2.8% of recent work.
PRs with AI-related signals take 220% 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
75.7h
with signals
23.7h
baseline
219.8%
difference
AI-Related Signals
2.0%
4 of 196 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Jan flagship | 877 | 2.3% | 0.7h | 0.7h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 35 minutes ago.
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