# NousResearch/hermes-agent · Dashboard model analytics querying wrong data source

## Open now

- Nothing open on GitHub.

These items concern the dashboard's models analytics page incorrectly querying the stale sessions table rather than session_model_usage, causing inaccurate provider badges and token attribution when models are switched mid-session.

## TL;DR

- 3 member(s): 0 open issue(s), 1 closed issue(s), 0 open PR(s), 1 merged PR(s), 1 PR(s) closed without merging.
- A fix was merged to main in PR #133991. Verify it addresses your case.
- **Recommended:** read PR #133991 (and any competing PRs below) before filing. Confirm the merged change covers your symptom.

## Maintainer resolution verdict

- Internal-tracker verdict over this cluster's issue members: `resolved` · deciding PR(s): `pr-133991`. This is distinct from the fix status above. Weigh it yourself.

## How this cluster was grouped

- Link evidence (`STRUCTURAL_SPANNING`): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.
- Pairwise link density `0.67`: the share of member pairs that carry a link, counting a structural link in full and a relevance-only link at 0.36. `1.00` means every pair is linked.

## Closed / duplicate issues

- #71778: Dashboard Models page (\`/api/analytics/models\`) still queries stale \`sessions\` table instead of \`session_model_usage\` — provider badges and token attribution remain incorrect after mid-session \`/model\` switches

## Prior & competing PRs

- **#133991: fix(dashboard): attribute models analytics per API call from session_model_usage**. merged to main · fix tier `verified`
  - maintainer direction: category `merged`
  - files: `contributors/emails/[redacted:email]`, `contributors/emails/zaclanzon@users.noreply.github.com`, `hermes_cli/web_routers/analytics.py`, `tests/hermes_cli/test_models_analytics_attribution.py`, `tests/hermes_cli/test_models_analytics_dedup.py`
- **#71802: fix(dashboard): query session_model_usage for accurate model analytics (#71778)**. closed without merge
  - maintainer direction: category `superseded_by_pr`; implication `superseded`

## Fix status

- Merged to main in PR #133991 (cited above). No release data is tracked. Verify downstream.
- Fix last verified (merged) `2026-10-06`.
- Subsystem: `dashboard`