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LLM ComparisonGPT-5 NanoQwen-Long

GPT-5 Nano vs Qwen-Long

Compare GPT-5 Nano and Qwen-Long. Build AI products powered by either model on Appaca.

Model Comparison

FeatureGPT-5 NanoQwen-Long
ProviderOpenAIAlibaba Cloud
Model Typetexttext
Context Window400,000 tokens10,000,000 tokens
Input Cost
$0.05/ 1M tokens
$0.07/ 1M tokens
Output Cost
$0.40/ 1M tokens
$0.29/ 1M tokens

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Strengths & Best Use Cases

GPT-5 Nano

OpenAI

1. Extremely fast performance

  • Fastest model in the GPT-5 family.
  • Great for real-time workflows, rapid responses, and high-throughput systems.

2. Most cost-efficient GPT-5 model

  • Lowest input and output token costs.
  • Suitable for large-scale or budget-sensitive applications.

3. Ideal for lightweight, well-scoped tasks

  • Excels at summarization, classification, text extraction, and simple logic tasks.
  • Best used when tasks are narrow and well-defined.

4. Multimodal input

  • Accepts text + image as input.
  • Outputs text only.

5. Broad tool support

  • Supports Web Search, File Search, Image Generation (as a tool), Code Interpreter, and MCP.
  • (Does not support Computer Use.)

Qwen-Long

Alibaba Cloud

1. Extremely long context window

  • Up to 10 million tokens.

2. Ideal for document-heavy workflows

  • Legal, financial, RAG, compliance, research.

3. Low-cost for large-scale ingestion

  • Optimized pricing for big inputs.

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