Provider key onboarding probe

Hugging Face Router | key inventory fit

Hugging Face Router key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 1 covered models, global route, sample models meta-llama/Llama-3.1-8B-Instruct, then verifies with read-only probes.

Provider

Hugging Face Router

global route

Model coverage

1

meta-llama/Llama-3.1-8B-Instruct

Probe dimension

key inventory fit

inventory-fit

Onboarding signal

1 models can become inventory candidates

huggingface

Read-only probes

1

current_key

Sample metrics

6

key_valid / owner_id / organization_id / token_type

Ten capabilities

3

operational actions / key identity / capability matrix

Provider onboarding summary

Provider

Hugging Face Router

Probe dimension

inventory-fit

Model coverage

1

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

Why this probe matters

Hugging Face Router key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 1 covered models, global route, sample models meta-llama/Llama-3.1-8B-Instruct, then verifies with read-only probes.

Provider: Hugging Face Router
Model coverage: 1
Probe dimension: key inventory fit

How to prove it

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

Identify the real provider first, then verify key inventory fit; do not treat OpenAI-compatible as real OpenAI by default.
Use 1 covered models as candidates, then read /models, balance, error bodies, and limit headers.
1 models can become inventory candidates

Next action

Hugging Face Router key inventory fit should become an action: add provider config, fill pricing, import inventory, set route, add monitoring, or send to human review.

Read-only check. Detection data burns after 5 minutes.
Onboarding signal: 1 models can become inventory candidates
Model coverage: meta-llama/Llama-3.1-8B-Instruct

Ten key capability anchors

Hugging Face Router has 1 read-only account probes configured, currently supporting operational actions / key identity / capability matrix. These anchors feed the real TestKey detection path, not just admin display.

Read-only probes: current_key, used to prove provider identity, models, balance, or subscription state.
Sampleable metrics: key_valid / owner_id / organization_id / token_type / token_role / token_scopes.
Ten-capability anchors: operational actions / key identity / capability matrix.

Open key checker

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

Open providers

Hugging Face Router

Open models

meta-llama/Llama-3.1-8B-Instruct