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Qwen in 2026: Alibaba's LLM Family Explained

Emmanuel Ekunsumi · 5 min read · 2026-07-12

Qwen (pronounced "chwen") is Alibaba Cloud's family of large language models, released as open-source under various licenses. In 2026, Qwen has become one of the strongest open-source LLM families — competitive with Llama 3 and often outperforming it on specific tasks.

The Qwen model family

ModelSizeBest forLicense
Qwen2.50.5B-72BGeneral tasks, long contextApache 2.0
Qwen2.5-Coder1.5B-32BCode generationApache 2.0
Qwen2.5-Math1.5B-72BMathematical reasoningApache 2.0
QwQ-32B32BDeep reasoning (o1-style)Apache 2.0
Qwen-VL7B-72BVision + language tasksApache 2.0

Why Qwen stands out

Qwen2.5-72B consistently ranks near the top of open-source LLM leaderboards. Key strengths:

Qwen vs Llama 3 vs Mistral

BenchmarkQwen2.5-72BLlama-3.3-70BMistral-Large
MMLU86.1%86.0%84.0%
HumanEval (coding)86.6%80.5%81.2%
MATH83.1%77.0%71.2%
Context window128K128K32K

How to run Qwen locally

# Via Ollama
ollama pull qwen2.5          # 7B default
ollama pull qwen2.5:72b      # full 72B (requires ~45GB RAM)
ollama pull qwen2.5-coder    # 7B coding variant
ollama pull qwen2.5-coder:32b  # best local coding model

ollama run qwen2.5

Qwen via API

Alibaba Cloud offers Qwen models through its DashScope API. Pricing is competitive with DeepSeek — significantly cheaper than OpenAI or Anthropic for comparable capability:

Tip: Qwen models run on Ollama's OpenAI-compatible local server, so you can wrap them with Tokoscope to track local usage alongside your cloud API calls in one dashboard.

Track Qwen and cloud LLM costs together

Tokoscope works with any OpenAI-compatible endpoint including Ollama. Free to start.

Get started free →