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Provider key onboarding probe

AI/ML API | key inventory fit

AI/ML API key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 2 covered models, global route, sample models gpt-4o-mini · meta-llama/Meta-Llama-3.1-8B-Instruct, then verifies with read-only probes.

Provider
AI/ML API
global route
Model coverage
2
gpt-4o-mini · meta-llama/Meta-Llama-3.1-8B-Instruct
Probe dimension
key inventory fit
inventory-fit
Onboarding signal
2 models can become inventory candidates
aimlapi
Read-only probes
0
No account probe configured; no firm balance claim
Sample metrics
0
Waiting for official APIs or runtime evidence
Ten capabilities
0
Candidate page only; no invented capability anchor
Provider onboarding summary
Provider
AI/ML API
Probe dimension
inventory-fit
Model coverage
2
Read-only check. Detection data burns after 5 minutes.
Read-only check. Detection data burns after 5 minutes.

Why this probe matters

AI/ML API key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 2 covered models, global route, sample models gpt-4o-mini · meta-llama/Meta-Llama-3.1-8B-Instruct, then verifies with read-only probes.

  • Provider: AI/ML API
  • Model coverage: 2
  • 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 2 covered models as candidates, then read /models, balance, error bodies, and limit headers.
  • 2 models can become inventory candidates

Next action

AI/ML API 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: 2 models can become inventory candidates
  • Model coverage: gpt-4o-mini · meta-llama/Meta-Llama-3.1-8B-Instruct

Ten key capability anchors

AI/ML API currently works as an SEO and model-library candidate page; TestKey will not invent balance, usage, or permission claims before official account APIs or low-cost runtime probes are configured.

  • Status: no account probe configured yet; this page only captures SEO demand and candidate context.
  • Rule: without real API evidence, do not output firm balance, quota, usage, or permission conclusions.
  • Next: add official account APIs, /models, or low-cost runtime probes.