Ollama Engineering Benchmarks
AI & LLM Tools
GitHub
As of July 27, 2026, Ollama has 751 merged pull requests, 2.9 hours median cycle time, 1.1 hours median review time, and 17 active contributors in the last 90 days. AI-related signals appear on 4.5% of recent work.
PRs with AI-related signals take 16% 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
45.8h
with signals
39.4h
baseline
16.4%
difference
AI-Related Signals
8.1%
15 of 185 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Ollama flagship | 751 | 7.5% | 20.6h | 16.6h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 41 minutes ago.
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