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Core routes

Keep clicks and crawl depth focused on the few pages that resolve intent fastest.

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Confirm ownership, visible models, and resale signals before deciding whether models, pricing, protocols, or providers matter next.
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Provider key onboarding probe

Alibaba Cloud · Qwen | key inventory fit

Alibaba Cloud · Qwen key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 49 covered models, China route, sample models Qwen2.5 72B Instruct · Qwen2.5 7B Instruct · Qwen2.5 Coder 32B Instruct, then verifies with read-only probes.

Provider
Alibaba Cloud · Qwen
China route
Model coverage
49
Qwen2.5 72B Instruct · Qwen2.5 7B Instruct · Qwen2.5 Coder 32B Instruct
Probe dimension
key inventory fit
inventory-fit
Onboarding signal
49 models can become inventory candidates
qwen
Read-only probes
2
current_key
Sample metrics
12
key_valid / requests_total / runtime_model / runtime_model_allowed
Ten capabilities
6
operational actions / model permission matrix / limit matrix
Provider onboarding summary
Provider
Alibaba Cloud · Qwen
Probe dimension
inventory-fit
Model coverage
49
Read-only check. Detection data burns after 5 minutes.
Read-only check. Detection data burns after 5 minutes.

Why this probe matters

Alibaba Cloud · Qwen key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 49 covered models, China route, sample models Qwen2.5 72B Instruct · Qwen2.5 7B Instruct · Qwen2.5 Coder 32B Instruct, then verifies with read-only probes.

  • Provider: Alibaba Cloud · Qwen
  • Model coverage: 49
  • 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 49 covered models as candidates, then read /models, balance, error bodies, and limit headers.
  • 49 models can become inventory candidates

Next action

Alibaba Cloud · Qwen 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: 49 models can become inventory candidates
  • Model coverage: Qwen2.5 72B Instruct · Qwen2.5 7B Instruct · Qwen2.5 Coder 32B Instruct

Ten key capability anchors

Alibaba Cloud · Qwen has 2 read-only account probes configured, currently supporting operational actions / model permission matrix / limit matrix / key identity / capability matrix / continuous monitoring. 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 / token_type / token_role / ....
  • Ten-capability anchors: operational actions / model permission matrix / limit matrix / key identity / capability matrix.
Open key check
Read-only check. Detection data burns after 5 minutes.
Open providers
Alibaba Cloud · Qwen
Open models
Qwen2.5 72B Instruct · Qwen2.5 7B Instruct · Qwen2.5 Coder 32B Instruct