# NousResearch/hermes-agent · Fix 1,000,000× cost overestimate in custom endpoint pricing

## Open now

- Nothing open on GitHub.

A bug was identified where custom endpoint pricing for models like Crof qwen3.5-9b could be overestimated by a factor of one million due to undetected per-million pricing units. The members cover the bug report and associated fixes to detect per-million pricing and correct the calculation.

## TL;DR

- 4 member(s): 0 open issue(s), 1 closed issue(s), 0 open PR(s), 1 merged PR(s), 2 PR(s) closed without merging.
- A fix was merged to main in PR #112256. Verify it addresses your case.
- **Recommended:** read PR #112256 (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-112256`. 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evidence (`STRUCTURAL_SPANNING`): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.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 `0.50`: 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

- #34256: Custom endpoint pricing can overestimate Crof qwen3.5-9b cost by 1,000,000x

## Prior & competing PRs

- **#112256: fix(pricing): custom-provider /models prices already per-million are no longer inflated 1,000,000x (#112018, #34256, #79174, supersedes #34263 #112036)**. merged to main · fix tier `verified`
  - maintainer direction: category `merged`
  - files: `agent/model_metadata.py`, `tests/agent/test_model_metadata.py`
- **#34263: fix(pricing): detect per-million pricing units to fix 1M× custom-endpoint overestimate (#34256)**. closed without merge
  - maintainer direction: category `merged_via`; implication `superseded`; refs `d54ae02606`, `#112256`
- **#51404: fix: detect per-million pricing from custom endpoints to avoid 1,000,000x cost inflation**. closed without merge
  - maintainer direction: category `duplicate_of`; implication `duplicate`; refs `#34263`

## Fix status

- Merged to main in PR #112256 (cited above). No release data is tracked. Verify downstream.
- Fix last verified (merged) `2026-09-16`.
- Subsystem: `agent`