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CompareModelsCheck key
Model key route

Magnum v4 72B | limit and speed probe

Magnum v4 72B limit probing should cover RPM, TPM, concurrency, max output, first-token latency, and occasional 429/5xx risk.

Provider
Anthracite Org
1 models in catalog
Context
16,384
global route
Input price
$3
USD / 1M tokens
Output price
$5
USD / 1M tokens
Key route summary
Model ID
anthracite-org/magnum-v4-72b
Provider
Anthracite Org
Check dimension
limit-probe
Read-only check. Detection data burns after 5 minutes.
The result shows observed facts only and never stores the full key.

Confirm identity and visibility first

Use shape, Base URL, model list, and lightweight chat probe together. Compatible OpenAI protocol alone is not identity.

  • Model ID: anthracite-org/magnum-v4-72b
  • Provider: Anthracite Org
  • Check dimension: limit and speed probe

Then split capability and limits

The result shows observed facts only and never stores the full key.

  • Parameter surface: supports frequency_penalty
  • Parameter surface: supports logit_bias
  • Parameter surface: supports logprobs
  • Parameter surface: supports max_tokens
  • Parameter surface: supports min_p
  • Context: 16,384
  • Input price: $3 · Output price: $5

Finish with operator action

Do not end at success or failure. Return the next action: fill price, add metadata, change route, monitor balance, or do not list yet.

  • Read-only check. Detection data burns after 5 minutes.
  • global route
  • limit-probe
Open key checker
Read-only check. Detection data burns after 5 minutes.
Open models
Magnum v4 72B
Open providers
Anthracite Org