Best Open-Source Multi-Modal Agent AI Agents (2026)
As of July 2026, the top open-source multi-modal agent AI agent is ppt-master by hugohe3, with an overall score of 87.2 / 100. 4 multi-modal agent agents are tracked in this category on The Agentic Leaderboard.
| Rank | Agent | Score |
|---|---|---|
| #4 | ppt-master by hugohe3 | 87.2 |
| #14 | smolagents by huggingface | 85.8 |
| #22 | OpenMontage by calesthio | 85.3 |
| #63 | hyperframes by heygen-com | 83.9 |