Provider key onboarding probe

Tencent Hunyuan | key inventory fit

Tencent Hunyuan key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 1 covered models, China route, sample models Hunyuan A13B Instruct, then verifies with read-only probes.

Provider

Tencent Hunyuan

China route

Model coverage

1

Hunyuan A13B Instruct

Probe dimension

key inventory fit

inventory-fit

Onboarding signal

1 models can become inventory candidates

tencent

Read-only probes

1

current_key

Sample metrics

10

key_valid / requests_total / runtime_model / runtime_model_allowed

Ten capabilities

6

operational actions / model permission matrix / limit matrix

Provider onboarding summary

Provider

Tencent Hunyuan

Probe dimension

inventory-fit

Model coverage

1

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

Why this probe matters

Tencent Hunyuan key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 1 covered models, China route, sample models Hunyuan A13B Instruct, then verifies with read-only probes.

Provider: Tencent Hunyuan
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

Tencent Hunyuan 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: Hunyuan A13B Instruct

Ten key capability anchors

Tencent Hunyuan has 1 read-only account probes configured, currently supporting operational actions / model permission matrix / limit matrix / continuous monitoring / 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 / requests_total / runtime_model / runtime_model_allowed / tokens_limit / tokens_limit_day / bucket_start / token_type / ....
Ten-capability anchors: operational actions / model permission matrix / limit matrix / continuous monitoring / key identity.

Open key check

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

Open providers

Tencent Hunyuan

Open models

Hunyuan A13B Instruct