TestKey.ai logo
TestKey.ai
KEY CHECKER & MODEL MARKET
You are hereHome
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 catalog profile

Qwen: Qwen2.5 VL 32B Instru… | model profile

Use this Qwen: Qwen2.5 VL 32B Instru… profile to review provider, region, modality, pricing, and the next route before deciding whether to keep exploring the model.

Provider
Alibaba Cloud · Qwen
49 models in catalog
Context
128,000
China model route
Input
$0.20
USD / 1M tokens
Output
$0.60
USD / 1M tokens

What this page answers

Qwen2.5-VL-32B is a multimodal vision-language model fine-tuned through reinforcement learning for enhanced mathematical reasoning, structured outputs, and visual problem-solving capabilities. It excels at visual analysi

  • Alibaba Cloud · Qwen · qwen/qwen2.5-vl-32b-instruct
  • text+image->text · China model route
  • 128,000 context · $0.20 input

Before connecting

Do not stop at the model name. Before integration, verify base URL, protocol, visible models, parameters, and limits together.

  • supports frequency_penalty
  • supports max_tokens
  • supports min_p
  • supports presence_penalty
  • supports repetition_penalty

Next action

After this page, the usual next step is to open the model profile, the provider profile, or run a key check to confirm the real callable range.

  • Check whether the model fits the use case
  • Then verify key permission and callable models