Hermes Mixture of Agents 2.0: Beat Frontier Models with a Panel of AI Agents (Agent OS Demo + Benchmarks)

Julian demonstrates a new Hermes Mixture of Agents 2.0 setup that stacks multiple models as a panel of agents inside Hermes Agent, aggregating one prompt across several models into a stronger final output. He says he tested 42 builds with the same prompts and shows a leaderboard where systems like Fusion and Hermes Mixture of Agents rank above single frontier models, with side-by-side comparisons on Goldie Bench versus Claude Opus 4.8. He explains how the Agent OS simplifies running Mixture of Agents without terminal commands, saves outputs in a workspace, and includes tools like chat, talk mode, voice-controlled Hermes Jarvis, and Hermes Oracle. The key message is “don’t chase the model, build the system,” noting you can mix cheaper, free, or local models to outperform top single models, and he points viewers to the AI Profit Boardroom for access, tutorials, and coaching.

00:00 Why This System Wins
01:03 How Mixture Works
02:16 Leaderboard Benchmarks
02:50 Opus Comparison Demo
04:01 Setup and Agent OS
04:39 Built In Agent Tools
05:23 System Over Models
06:50 More Builds and Costs
07:58 Get Agent OS Access
08:30 Community Proof and Wrap