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

OpenAI | key onboarding readiness

OpenAI key onboarding readiness decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 62 covered models, global route, sample models GPT-3.5 Turbo · GPT-3.5 Turbo (older v0613) · GPT-3.5 Turbo 16k, then verifies with read-only probes.

Provider
OpenAI
global route
Model coverage
62
GPT-3.5 Turbo · GPT-3.5 Turbo (older v0613) · GPT-3.5 Turbo 16k
Probe dimension
key onboarding readiness
onboarding-readiness
Onboarding signal
multi-model coverage, suitable for read-only identification first
openai
Read-only probes
7
usage_report / cost_report / current_key
Sample metrics
21
requests_total / input_tokens / output_tokens / bucket_start
Ten capabilities
7
listing readiness / continuous monitoring / key identity
Provider onboarding summary
Provider
OpenAI
Probe dimension
onboarding-readiness
Model coverage
62
Read-only check. Detection data burns after 5 minutes.
Read-only check. Detection data burns after 5 minutes.

Why this probe matters

OpenAI key onboarding readiness decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 62 covered models, global route, sample models GPT-3.5 Turbo · GPT-3.5 Turbo (older v0613) · GPT-3.5 Turbo 16k, then verifies with read-only probes.

  • Provider: OpenAI
  • Model coverage: 62
  • Probe dimension: key onboarding readiness

How to prove it

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

  • Identify the real provider first, then verify key onboarding readiness; do not treat OpenAI-compatible as real OpenAI by default.
  • Use 62 covered models as candidates, then read /models, balance, error bodies, and limit headers.
  • multi-model coverage, suitable for read-only identification first

Next action

OpenAI key onboarding readiness 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: multi-model coverage, suitable for read-only identification first
  • Model coverage: GPT-3.5 Turbo · GPT-3.5 Turbo (older v0613) · GPT-3.5 Turbo 16k

Ten key capability anchors

OpenAI has 7 read-only account probes configured, currently supporting listing readiness / continuous monitoring / key identity / capability matrix / operational actions / model permission matrix / limit matrix. These anchors feed the real TestKey detection path, not just admin display.

  • Read-only probes: usage_report / cost_report / current_key, used to prove provider identity, models, balance, or subscription state.
  • Sampleable metrics: requests_total / input_tokens / output_tokens / bucket_start / bucket_end / management_key / token_type / token_role / ....
  • Ten-capability anchors: listing readiness / continuous monitoring / key identity / capability matrix / operational actions.