Model key route

Qwen: Qwen2.5 VL 72B Instruct | callable model check

Qwen: Qwen2.5 VL 72B Instruct starts by confirming whether the key can actually see and call model ID qwen/qwen2.5-vl-72b-instruct on the Alibaba Cloud · Qwen route. Prefix or compatible protocol is not enough.

Provider

Alibaba Cloud · Qwen

49 models in catalog

Context

32,768

China route

Input price

$0.800

USD / 1M tokens

Output price

$0.800

USD / 1M tokens

Key route summary

Model ID

qwen/qwen2.5-vl-72b-instruct

Provider

Alibaba Cloud · Qwen

Check dimension

callable-models

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/qwen2.5-vl-72b-instruct
Provider: Alibaba Cloud · Qwen
Check dimension: callable model check

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 logit_bias
Parameter surface: supports max_tokens
Parameter surface: supports presence_penalty
Parameter surface: supports repetition_penalty
Context: 32,768
Input price: $0.800 · Output price: $0.800

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
callable-models

Open key checker

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

Open models

Qwen: Qwen2.5 VL 72B Instruct

Open providers

Alibaba Cloud · Qwen