Token Plan (Team Edition)
Potential fit for an assigned user's supported interactive coding or agent tool, using the Token Plan dedicated endpoint and exact allowlist.
Tool + model pairing
More OpenAI / Anthropic tools with Alibaba Model Studio API
Other programming tools that support OpenAI-compatible or Anthropic-compatible custom endpoints.
A tool can connect to Model Studio when it supports a custom OpenAI-compatible or Anthropic-compatible endpoint. Compatibility alone does not decide which billing key is permitted.
Choose the right access route
Choose the right access route
First classify the workload. Use a plan key only for an assigned user's interactive coding/agent tool. Use the general Model Studio API for applications, automation, backends, batch work, and shared services.
RecommendedChoose by workload before entering any credential
Coding Plan
Potential fit for one person's supported interactive programming tool, within the documented request quotas.
Pay-as-you-go Model Studio API
Required for application development, automation, direct API calls, batch processing, CI, and backend services.
Safe configuration pattern
Match protocol, workload, credential, and endpoint
The example is deliberately redacted. Replace placeholders only on your device and never paste a real API key into Nfero.
Before you start
- Confirm the tool allows a custom OpenAI or Anthropic base URL.
- Classify the workload as interactive assigned-user tooling or an API/application workflow.
- Choose the access route and obtain its matching key, endpoint, protocol, and exact supported model ID.
- Verify how the tool stores secrets before entering a production credential.
Safe configuration pattern
- Protocol
- OpenAI-compatible or Anthropic-compatible
- Choose OpenAI or Anthropic protocol based on the tool's supported custom-provider interface.
- Select the billing route permitted for the actual workload.
- Enter the key and base URL from that same route; never mix plan and general credentials.
- Test a small request, then check the intended plan quota or pay-as-you-go monitoring page.
Verify the connection
- Confirm the tool sends requests to the configured custom base URL.
- Confirm the model ID is on the exact allowlist for that route.
- Check usage in the expected Alibaba console after the first request.
- Remove the credential immediately if logs, exports, or screenshots expose it.
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
Current versatile starting point when supported by the selected route.
Qwenqwen3.7-max
Text generationReasoning
Best pairing angle
Long-context alternative for tool and repository workflows.
Common problems
Common problems
What you see
401 or invalid token
Likely cause
The key and endpoint are from different Alibaba access routes or regions.
What to do
Replace both from one plan or from the same general Model Studio region.
What you see
Works interactively but fails in automation
Likely cause
The plan credential is restricted to interactive coding/agent use.
What to do
Move the automated workflow to a general pay-as-you-go Model Studio API key.
Important restrictions
- Plan compatibility applies to the use case, not merely to API protocol compatibility.
- Never share assigned-user plan keys or embed any Alibaba key in browser code.
- Use general Model Studio API access for production, automation, backend, batch, or shared-service workloads.