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teknium1 merged 1 commit into from
Jun 26, 2026
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docs(moa): add HermesBench results to Mixture of Agents page #53206

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12 changes: 12 additions & 0 deletions website/docs/user-guide/features/mixture-of-agents.md
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Expand Up @@ -106,6 +106,18 @@ hermes moa configure review # create or update a named preset
hermes moa delete review
```

## Benchmarks

On HermesBench, a two-model MoA preset — `claude-opus-4.8` aggregating over a `gpt-5.5` reference — outscores either model run on its own:

| Model | HermesBench score |
|---|---|
| **Opus aggregator (opus-4.8 + gpt-5.5 reference) — MoA** | **0.8202** |
| `anthropic/claude-opus-4.8` | 0.7607 |
| `openai/gpt-5.5` | 0.7412 |

The MoA configuration beats its strongest component (opus-4.8) by ~6 points, confirming that aggregating a second perspective lifts quality on hard tasks rather than just averaging the two.

## Notes

- MoA is no longer listed under `hermes tools`; there is no `moa` toolset to enable.
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