# LocalAI vs Underdog (slim)

> LocalAI has a score of 68 (B) against Underdog's 29.9 (F). Both do inference open weights. The largest gap is schema & documentation, 57 points. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/localai-vs-underdog.md (~1,850 tokens) · this version ~330 tokens · JSON https://www.anchorterminal.com/compare/localai-vs-underdog.json · canonical https://www.anchorterminal.com/compare/localai-vs-underdog
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05

LocalAI has a score of 68 (B) against Underdog's 29.9 (F). Both do inference open weights. The largest gap is schema & documentation, 57 points.

- LocalAI: B 68, rank #133 of 452 · https://www.anchorterminal.com/tools/localai.min.md
- Underdog: F 29.9, rank #444 of 452 · https://www.anchorterminal.com/tools/underdog.min.md
- Pick LocalAI for reliability (+51), schema & documentation (+57), agent ergonomics (+56), security & auth (+48), maintenance & community (+24), transparency & trust (+23). Pick Underdog for nothing in particular.

| Category | LocalAI | Underdog |
| --- | --- | --- |
| Reliability (16%) | 84 | 33 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 81 | 24 |
| Agent ergonomics (13%) | 71 | 15 |
| Security & auth (14%) | 62 | 14 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 80 | 56 |
| Transparency & trust (7%) | 47 | 24 |