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deepseekqwencomparison

Best Chinese AI Models in 2026: DeepSeek, Qwen, GLM Compared

June 9, 2026

Chinese AI labs have been shipping at breakneck speed. Western models dominated headlines for years, but the performance gap has virtually closed — while the price gap has turned into a canyon. Here is the landscape as of mid-2026.

The Contenders

ModelDeveloperContextBest For
DeepSeek V4 ProDeepSeek128KGeneral, coding, multilingual
Qwen3-MaxAlibaba128KChinese/English bilingual
GLM-5Zhipu AI128KEnterprise, structured data
Moonshot-v2Moonshot AI256KLong docs, research

Price Comparison

ModelInput ($/1M tokens)Output ($/1M tokens)
DeepSeek V4 Pro$0.14$0.28
Qwen3-Max$0.35$0.70
GLM-5$0.29$0.58
Moonshot-v2$0.42$0.84
GPT-4o (reference)$2.50$10.00

→ All Chinese models are at least 4× cheaper than GPT-4o. DeepSeek is 18× cheaper on input tokens.

Quality Benchmarks

BenchmarkGPT-4oDeepSeek V4Qwen3GLM-5
MMLU88.787.286.985.4
HumanEval (Python)92.191.890.388.7
MATH76.675.974.272.8
C-Eval (Chinese)78.385.187.686.9

DeepSeek V4 Pro is within 1-2 points of GPT-4o on English tasks, and significantly better on Chinese and multilingual tasks.

Which One?

  • DeepSeek V4 Pro → best all-rounder. Best price/performance, strongest coding, best Vietnamese and Indonesian support.
  • Qwen3-Max → if your primary market is China or you need #1 Chinese quality.
  • GLM-5 → enterprise apps needing bulletproof structured output and function calling.
  • Moonshot-v2 → document-heavy apps (legal, research, long-form) with its 256K context window.

One API, All Models

Through NexAPI, you get all these models from a single OpenAI-compatible endpoint:

from openai import OpenAI
client = OpenAI(
api_key="napi-...",
base_url="https://nex-api.tech/v1"
)

# Switch models with one parameter
deepseek = client.chat.completions.create(model="deepseek-v4-pro", ...)
qwen = client.chat.completions.create(model="qwen3-max", ...)
glm = client.chat.completions.create(model="glm-5", ...)

No separate accounts, no different SDKs. One API key, instant access to all models.

Ready to cut your AI bill by 90%?

Sign up at nex-api.tech/register — $1 free credit, instant access.

Check examples at github.com/tq1008/nexapi-examples