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#691: Feature request: Model health comparison table with replacement guide

We'll provision a sandbox, run an agent against the issue, and open a draft PR. You can pull the branch and iterate from there.

Issue
enhancementmonitoring

This feature is needed by users running multi-agent Hermes swarms. A reference implementation exists in the Hermes Control Interface repo. Please add a table showing all models currently assigned to agents, with columns for quality score, hallucination rate, cost per 1M tokens, and a recommended cheaper/better replacement. This gives users running provider-agnostic multi-model swarms a single place to make informed model-swap decisions.

Assessmentadvisory
feature●● medium80% confidence

Requires new API endpoint to aggregate model metrics and a frontend comparison table with replacement recommendations.

Likely files
  • api/routes/models.py
  • static/js/model_comparison.js
  • api/services/model_registry.py
  • static/css/tables.css
  • static/index.html
  • api/models/model_health.py
  • tests/api/test_model_health.py
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This opens a fresh agent run and a draft PR for issue #691.

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