Ollama Engineering Benchmarks
AI & LLM Tools
GitHub
As of October 27, 2026, Ollama has 1,019 merged pull requests, 3.2 hours median cycle time, 1.3 hours median review time, and 19 active contributors in the last 90 days. AI-related signals appear on 5.8% 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
27.9h
with signals
29.4h
baseline
-5.1%
difference
AI-Related Signals
9.1%
24 of 264 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Ollama flagship | 1019 | 8.3% | 6.0h | 1.8h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 12 hours, 45 minutes ago.
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