ollama Alternatives (2026)
As of October 2026, the top alternatives to ollama are cal.diy, iFixAi, OmniRoute, mem0, headroom, signoz, netbird and infisical — ranked open-source DevOps & Infrastructure agents on The Agentic Leaderboard.
Ranked by overall score on reliability, tool selection quality, autonomous iteration, efficiency, and community mindshare. Updated weekly.
| Rank | Alternative | Score | vs ollama |
|---|---|---|---|
| #21 | cal.diy by calcom | 85.5 | +1.5 |
| #38 | iFixAi by ifixai-ai | 84.9 | +0.9 |
| #40 | OmniRoute by cheaper-inference | 84.8 | +0.8 |
| #50 | mem0 by mem0ai | 84.7 | +0.7 |
| #55 | headroom by headroomlabs-ai | 84.5 | +0.5 |
| #58 | signoz by SigNoz | 84.5 | +0.5 |
| #65 | netbird by netbirdio | 84.3 | +0.3 |
| #96 | infisical by Infisical | 83.5 | -0.5 |