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Provider key onboarding probe

Sao10k | commercial launch readiness

Sao10k commercial launch readiness decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 5 covered models, global route, sample models Llama 3.1 70B Hanami x1 · Llama 3.1 Euryale 70B v2.2 · Llama 3.3 Euryale 70B, then verifies with read-only probes.

Provider
Sao10k
global route
Model coverage
5
Llama 3.1 70B Hanami x1 · Llama 3.1 Euryale 70B v2.2 · Llama 3.3 Euryale 70B
Probe dimension
commercial launch readiness
commercial-launch
Onboarding signal
global route, check region/IP, balance, pricing, and stability first
sao10k
Provider onboarding summary
Provider
Sao10k
Probe dimension
commercial-launch
Model coverage
5
Read-only check. Detection data burns after 5 minutes.
Read-only check. Detection data burns after 5 minutes.

Why this probe matters

Sao10k commercial launch readiness decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 5 covered models, global route, sample models Llama 3.1 70B Hanami x1 · Llama 3.1 Euryale 70B v2.2 · Llama 3.3 Euryale 70B, then verifies with read-only probes.

  • Provider: Sao10k
  • Model coverage: 5
  • Probe dimension: commercial launch readiness

How to prove it

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

  • Identify the real provider first, then verify commercial launch readiness; do not treat OpenAI-compatible as real OpenAI by default.
  • Use 5 covered models as candidates, then read /models, balance, error bodies, and limit headers.
  • global route, check region/IP, balance, pricing, and stability first

Next action

Sao10k commercial launch 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: global route, check region/IP, balance, pricing, and stability first
  • Model coverage: Llama 3.1 70B Hanami x1 · Llama 3.1 Euryale 70B v2.2 · Llama 3.3 Euryale 70B