Ollama Engineering Benchmarks
AI & LLM Tools
GitHub
As of September 12, 2026, Ollama has 882 merged pull requests, 2.9 hours median cycle time, 1.2 hours median review time, and 16 active contributors in the last 90 days. AI-related signals appear on 5.1% of recent work.
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
36.6h
with signals
34.4h
baseline
6.6%
difference
AI-Related Signals
8.7%
20 of 230 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Ollama flagship | 882 | 10.9% | 2.7h | 1.3h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 10 hours, 4 minutes ago.
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