Conclusion
- Best default China-friendly route: Qwen compatible mode for broad Alibaba Cloud ecosystem fit.
- Best low-cost route: DeepSeek, especially for coding, agents, and reasoning-heavy text tasks.
- Best domestic alternative mix: Zhipu GLM plus SiliconFlow for GLM and open-model coverage.
- Avoid gray-market token resellers for restricted APIs; prefer official providers, compliant gateways, or fallback routing.
What to do next
- Decide whether you need mainland signup/payment, mainland runtime latency, Chinese-language quality, or overseas model access.
- Test Qwen, DeepSeek, GLM, and SiliconFlow with the same OpenAI SDK wrapper and identical prompts.
- Record quota, RPM/TPM, streaming, error format, tool-call behavior, and model deprecation risk.
- Choose direct provider keys for high-volume stable workloads; choose a gateway when fallback and model diversity matter more.
- Keep a compliant backup route instead of relying on unofficial tokens or account-sharing markets.
Recommended paths
| Provider | Free / credits | Best for |
|---|---|---|
| Qwen | 70M signup tokens | Alibaba Cloud compatible-mode and China-friendly apps |
| DeepSeek | $5 signup / current credit | Low-cost coding, agents, and reasoning workloads |
| Zhipu GLM | 5M signup tokens / GLM Flash route | Domestic GLM model access and experiments |
| SiliconFlow | ¥14 + free model routes | Many China-direct open models behind one platform |
| OpenLLMAPI | Signup credit varies | One compatible key with China + global fallback routing |
Global developer checklist
- Confirm whether signup, billing, and API keys work from your country before writing production code.
- Prefer OpenAI-compatible endpoints when you may need to switch models, regions, or providers later.
- Test free credits with a real smoke prompt and record latency, error shape, streaming behavior, and quota burn.
- Keep at least one fallback route for provider outages, model deprecations, and regional access changes.
Production handoff
Need one China-friendly compatible endpoint?
Use one key when you want Qwen, DeepSeek, GLM-style routes plus GPT, Claude, Gemini, and fallback controls without rewriting your app.
FAQ
Which China-friendly provider should I try first?
For most developers, try Qwen and DeepSeek first because they cover broad chat/coding needs and have clear OpenAI-compatible setup paths. Add GLM or SiliconFlow when you need domestic alternatives or open-model variety.
Is SiliconFlow better than direct Qwen or DeepSeek?
SiliconFlow is useful when you want many model routes and China-direct access in one dashboard. Direct provider keys can be cheaper or clearer at scale.
Should I use gray-market Claude or Gemini tokens in China?
No for production. They create account, compliance, billing, and reliability risk. Use official access, compliant providers, or a gateway with clear terms.
How do I keep my app portable?
Use the OpenAI-compatible request shape, isolate provider-specific model names in config, and run regular smoke tests across at least two providers.