Token Plan (Team Edition)
Do not treat Token Plan as a backend or application entitlement; use the general API path for Dify workflows.
Tool + model pairing
Dify with Alibaba Model Studio API
Workflow and application-building platform that can fit Model Studio API evaluation and RAG/application planning.
Dify builds applications, RAG flows, and automations. That makes it a Model Studio application integration rather than a permitted Coding Plan workload.
Choose the right access route
Choose the right access route
Use a general pay-as-you-go Model Studio API key. Alibaba's Coding Plan FAQ explicitly says it does not recommend using Coding Plan with Dify.
RecommendedPay-as-you-go Model Studio API
Coding Plan
Not recommended by Alibaba for Dify, automated workflows, custom backends, or non-interactive batch calls.
Pay-as-you-go Model Studio API
Correct route for Dify applications, agents, RAG, scheduled workflows, and end-user products.
Safe configuration pattern
Connect Dify through its Qwen Model Studio provider
The example is deliberately redacted. Replace placeholders only on your device and never paste a real API key into Nfero.
Before you start
- Activate the required model service in Model Studio and create a general regional API key.
- Install the latest compatible Qwen provider plugin from Dify Marketplace.
- For Singapore-region models, use the plugin's international endpoint setting.
- Keep API keys in Dify's encrypted provider settings and configure spend monitoring.
Safe configuration pattern
- Protocol
- Model Studio API via the Dify Qwen plugin
- In Dify Marketplace, install the Qwen model provider plugin.
- Open Settings > Model Providers > Qwen.
- Enter the general Model Studio API key for the model's region.
- Enable the international endpoint option for Singapore-region access, then test the model before building a workflow.
Verify the connection
- Run the provider credential test with a low-cost text model.
- Confirm the selected model is activated in the same Model Studio region.
- Test a minimal one-node workflow before adding tools or retrieval.
- Review Model Studio monitoring and Dify logs without exposing prompt data or credentials.
Model pairings
Recommended starting models
Use this tool to run interactive coding, reasoning, review, and documentation tasks with each model. Confirm final model availability and exact plan support in Alibaba Cloud before production use.
Qwenqwen3.7-plus
Text generationReasoningVisual understanding
Best pairing angle
General reasoning and agent workflow candidate; confirm regional API availability.
Qwenqwen3.7-max
Text generationReasoning
Best pairing angle
Long-context option for retrieval and document-heavy workflows.
Common problems
Common problems
What you see
Provider authentication or model unavailable error
Likely cause
The model is not activated, the key is from another region, or the international endpoint setting is wrong.
What to do
Activate the model, use the matching regional key, and enable the correct endpoint option.
What you see
Coding Plan connection fails or access is blocked
Likely cause
Dify is an application/workflow platform outside Coding Plan's permitted interactive programming-tool scope.
What to do
Use a general pay-as-you-go Model Studio API key instead.
Important restrictions
- Do not use Coding Plan or Token Plan credentials for Dify applications, automation, or end-user backends.
- Do not expose Model Studio keys in client-side variables or workflow output.
- Apply data-handling controls appropriate to the documents and prompts processed by each Dify application.