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Model limit probe

Nous: Hermes 4 405B | region and IP limit

Nous: Hermes 4 405B region and IP limit decides whether a key can enter a production route. TestKey reads model ID nousresearch/hermes-4-405b, provider Nousresearch, catalog context, real-key headers, 429 errors, and region signals together.

Model
nousresearch/hermes-4-405b
Nous: Hermes 4 405B
Provider
Nousresearch
6 models in catalog
Limit dimension
region and IP limit
region-ip
Visible signal
catalog plus runtime
Context window: 131,072
Limit matrix summary
Model
nousresearch/hermes-4-405b
Limit dimension
region-ip
Visible signal
catalog plus runtime
Read-only check. Detection data burns after 5 minutes.
Read-only check. Detection data burns after 5 minutes.

Why this limit matters

Nous: Hermes 4 405B region and IP limit decides whether a key can enter a production route. TestKey reads model ID nousresearch/hermes-4-405b, provider Nousresearch, catalog context, real-key headers, 429 errors, and region signals together.

  • Model: nousresearch/hermes-4-405b
  • Provider: Nousresearch
  • Limit dimension: region and IP limit

How to prove it

Read-only check. Detection data burns after 5 minutes.

  • Start with the visible signal: catalog plus runtime, then read headers and error bodies with read-only requests.
  • region and IP limit must bind model ID nousresearch/hermes-4-405b; limits from another model at the same provider cannot be reused.
  • region and IP limit · catalog plus runtime · 131,072

Operator action

Nous: Hermes 4 405B region and IP limit is not just a number. It should become route throttling, sale tags, headroom alerts, fallback model suggestions, and price protection.

  • Read-only check. Detection data burns after 5 minutes.
  • Visible signal: catalog plus runtime
  • Context window: 131,072