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Core routes

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

Already holding a key? Check it first, then keep reading.
Confirm ownership, visible models, and resale signals before deciding whether models, pricing, protocols, or providers matter next.
Model key route

Qwen: Qwen3 Coder 480B A35B (free) | listing status

Qwen: Qwen3 Coder 480B A35B (free) listing status needs model ID qwen/qwen3-coder:free, pricing, parameter surface, balance/quota visibility, region/IP limits, and listing tags together.

Provider
Alibaba Cloud · Qwen
49 models in catalog
Context
262,000
China route
Input price
$0.000
USD / 1M tokens
Output price
$0.000
USD / 1M tokens
Key route summary
Model ID
qwen/qwen3-coder:free
Provider
Alibaba Cloud · Qwen
Check dimension
listing-readiness
Read-only check. Detection data burns after 5 minutes.
The result shows observed facts only and never stores the full key.

Confirm identity and visibility first

Use shape, Base URL, model list, and lightweight chat probe together. Compatible OpenAI protocol alone is not identity.

  • Model ID: qwen/qwen3-coder:free
  • Provider: Alibaba Cloud · Qwen
  • Check dimension: listing status

Then split capability and limits

The result shows observed facts only and never stores the full key.

  • Parameter surface: supports frequency_penalty
  • Parameter surface: supports max_tokens
  • Parameter surface: supports presence_penalty
  • Parameter surface: supports stop
  • Parameter surface: supports temperature
  • Context: 262,000
  • Input price: $0.000 · Output price: $0.000

Finish with operator action

Do not end at success or failure. Return the next action: fill price, add metadata, change route, monitor balance, or do not list yet.

  • Read-only check. Detection data burns after 5 minutes.
  • China route
  • listing-readiness