Ollama Engineering Benchmarks
AI & LLM Tools
GitHub
As of June 3, 2026, Ollama has 626 merged pull requests, 2.2 hours median cycle time, 0.8 hours median review time, and 20 active contributors in the last 90 days. AI-related signals appear on 3.7% of recent work.
PRs with AI-related signals ship 43% faster 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
22.0h
with signals
38.5h
baseline
-42.9%
difference
AI-Related Signals
4.6%
11 of 240 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Ollama flagship | 626 | 6.4% | 3.0h | 1.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 24 minutes ago.
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