Best Open-Source Multi-Modal Agent AI Agents (2026)
As of October 2026, the top open-source multi-modal agent AI agent is OpenMontage by calesthio, with an overall score of 85.9 / 100. 5 multi-modal agent agents are tracked in this category on The Agentic Leaderboard.
| Rank | Agent | Score |
|---|---|---|
| #17 | OpenMontage by calesthio | 85.9 |
| #22 | smolagents by huggingface | 85.7 |
| #60 | hyperframes by heygen-com | 84.5 |
| #63 | text-to-cad by earthtojake | 84.5 |
| #98 | open-design by nexu-io | 83.5 |