⚔️ One-Time Comparison

tokencnn vs Together AI

Together AI excels at open-source model hosting. But if you need DeepSeek, Qwen, GLM, or ERNIE — Together doesn't offer them at better prices than we do.

tokencnn vs Together AI: Feature Comparison

Together AI is a strong platform for open-source models. tokencnn is purpose-built for Chinese AI APIs.

Feature tokencnn Together AI
Chinese Models 30+ (DeepSeek, Qwen, GLM, ERNIE, etc.) ~5 (mostly open-source variants)
DeepSeek (Official API) Yes — V4, R1, Coder No official API; community weights only
Qwen Official API Qwen-Max, Plus, Turbo No official API; open weights only
GLM-4 Family Full support (incl. free Flash) Not available
ERNIE (Baidu) ERNIE 4.0, 3.5 Not available
Pricing — Chinese Models 1.5× official (transparent) Varies; often 2–3× for same quality
Free Tier GLM-4 Flash (100% free) Limited free credits
Registration Quick signup, no VPN needed Standard signup
API Compatibility OpenAI-compatible (drop-in) OpenAI-compatible
Focus Chinese API aggregation Open-source model hosting

Chinese Models: tokencnn Has What Together Doesn't

Together AI offers open-weight versions of some Chinese models, but not the official, production-grade APIs.

✅ Available on tokencnn

DeepSeek-V4 Pro — official API
DeepSeek-R1 — official API
DeepSeek-Coder — official API
Qwen-Max — Alibaba's flagship
Qwen-Plus / Turbo
GLM-4 — Zhipu AI
GLM-4-Flash — free forever
ERNIE 4.0 / 3.5 — Baidu
MiniMax-Text-01
Yi, Baichuan, Spark, Hunyuan

❌ Missing on Together AI

• ❌ DeepSeek official API
• ❌ Qwen official API
• ❌ GLM-4 family
• ❌ ERNIE (Baidu)
• ❌ MiniMax-Text-01
• ❌ Baichuan
• ❌ Spark (iFlytek)
• ❌ Hunyuan (Tencent)
• ❌ Yi (01.AI) official API
• ❌ And many more...

Built for Chinese AI, Not Just Open Models

Together AI is great if you need Llama, Mistral, or fine-tuned variants. For Chinese production APIs, tokencnn is the clear winner.

🏭 Production-Grade Chinese APIs

Together AI primarily hosts open-weight models. But production-grade Chinese models — like DeepSeek-V4, Qwen-Max, and ERNIE 4.0 — are only available through their official APIs. tokencnn aggregates these official APIs under one roof.

💰 Better Value for Chinese Models

Even when Together offers a Chinese model variant, our 1.5× pricing on the official API is often cheaper and more reliable than running community weights. You get guaranteed uptime, official SLAs, and the latest model versions.

🔧 Easy Onboarding

No registration barriers for Chinese developers. We support Alipay, WeChat Pay, and international cards. Together AI primarily targets Western users with Western payment methods.

Access 30+ Chinese Models — Not Just Open Weights

One API key. One base URL. All the Chinese models you need.

🚀 Get Started with tokencnn