DeepInfra focuses on open models with competitive inference pricing. We focus on Chinese API aggregation. Different tools for different jobs — and for Chinese LLMs, tokencnn is the right choice.
DeepInfra is excellent for running open-source model weights. tokencnn is built for accessing official Chinese AI APIs.
| Feature | tokencnn | DeepInfra |
|---|---|---|
| Chinese Model Coverage | 30+ official APIs | Very few (open weights only) |
| DeepSeek Official API | V4, R1, Coder — full lineup | No official API; community weights |
| Qwen Official API | Max, Plus, Turbo | Open weights (Qwen 2.5, not official API) |
| GLM-4 Family | Full support including free Flash | Not available |
| ERNIE (Baidu) API | ERNIE 4.0, 3.5 | Not available |
| Chinese-Specific Models | Yi, Baichuan, Spark, Hunyuan, MiniMax, Moonshot | None |
| Pricing Model | 1.5× official price (transparent) | Pay-per-token on hosted weights |
| Free Tier | GLM-4 Flash (100% free) | Limited free credits |
| API Compatibility | OpenAI-compatible (drop-in) | OpenAI-compatible |
| Primary Focus | Chinese API aggregation | Open-source model inference |
| Data Processing Location | China (low latency) | US / EU |
DeepInfra hosts open-weight models. tokencnn connects you to the official, production-grade APIs of Chinese AI providers. Here's why that matters.
• Always the latest version — updated by the provider
• Production SLAs — guaranteed uptime and support
• Native capabilities — function calling, streaming, vision
• Regulatory compliant — data processed in China
• No self-hosting — zero infrastructure management
• Stale versions — community may lag behind official releases
• No official SLA — best-effort inference
• Missing features — may lack streaming, tool use
• No Chinese data residency
• Variable quality — quantization/compression trade-offs
If you need DeepSeek, Qwen-Max, ERNIE 4.0, or GLM-4 — the actual production models that Chinese enterprises rely on — you need the official API. DeepInfra doesn't offer these. tokencnn gives you all of them through a single, OpenAI-compatible endpoint.
Don't compromise on model quality. Get the real official APIs.
When a Chinese enterprise deploys AI, they use official APIs from DeepSeek, Alibaba, Baidu, and Zhipu AI — not community weight variants. tokencnn gives you exactly what Chinese companies use internally.
Many Chinese model providers restrict access from outside China. tokencnn handles this for you — global developers can access Chinese AI without VPNs or Chinese phone numbers.
Instead of integrating with each Chinese provider separately (different SDKs, different auth, different formats), just use our OpenAI-compatible endpoint. Change the model name, and you're done.
Not open-weight approximations — the actual production models used in China.
🚀 Get Started with tokencnn