### **Ghaymah GenAI: Available Models**

This page provides an overview of the powerful AI models available through the Ghaymah GenAI API. Each model is designed with a unique architecture and set of strengths, allowing you to choose the best tool for your specific application.

### **Model Descriptions**

-   **QwQ-32B:** A reasoning model from the Qwen series, excelling in thinking and complex problem-solving. It is particularly strong in mathematics and programming tasks, making it a great choice for technical applications.
    
-   **DeepSeek-V3-0324:** A robust Mixture-of-Experts (MoE) model. This architecture activates a smaller number of parameters per token, making it efficient while delivering excellent performance in reasoning, mathematics, and code generation.
    
-   **gemma-3-4b-it:** A lightweight, state-of-the-art model designed for efficiency and versatility. It is highly capable of handling general-purpose tasks and is ideal for applications where speed and a smaller footprint are priorities.
    
-   **Qwen3-32B:** The latest model from the Qwen series, known for its exceptional reasoning and coding abilities. It also offers extensive multilingual support, making it a top choice for global applications.
    
-   **GLM-4.5-Air:** A reasoning model from the GLM series. It is a more compact version of its flagship counterpart, offering a balance of enhanced logical and mathematical capabilities with a more efficient resource footprint. It's particularly strong in tool-calling and agentic tasks.
    
-   **Kimi-K2-Instruct:** A large AI model developed by Moonshot AI. It is highly praised for its ability to understand and excel in long-context conversations and is also a strong performer in multilingual support.
    

### **Model Comparison**

To help you select the most suitable model, refer to the table below, which compares each model's key strengths and ideal use cases.

| Model | Primary Strengths | Best Suited For | Real-World Application Examples |
| :--- | :--- | :--- | :--- |
| **QwQ-32B** | Strong reasoning, math, and programming capabilities. Efficient. | Technical problem-solving, code generation, and mathematical computations. | A **coding assistant** that auto-completes code, generates complex functions, or debugs logical errors in a program. An **AI tutor** for a STEM education platform. |
| **DeepSeek-V3-0324** | Efficient Mixture-of-Experts (MoE) architecture. Excellent performance in reasoning and code. | Balanced performance for general-purpose use, especially in coding and logical tasks. | A **general-purpose chatbot** for a tech support website that can answer a wide range of questions, from simple queries to more complex coding problems. |
| **gemma-3-4b-it** | Lightweight and fast. Excellent for general text generation and instruction following. | Resource-constrained environments, quick chatbots, and simple text-based applications. | A **mobile app chatbot** that provides quick, real-time responses. An **internal tool** for generating short summaries of emails or reports. |
| **Qwen3-32B** | Exceptional reasoning and coding abilities. Strong multilingual support. | Applications requiring sophisticated logic, complex coding, or global language support. | A **multilingual customer support system** that handles inquiries in various languages. A **software development platform** that can explain complex codebases in multiple languages. |
| **GLM-4.5-Air** | Enhanced logical and mathematical reasoning. Excellent at tool-calling and agentic workflows. | Building AI agents, automating multi-step tasks, and applications that require external tool integration. | An **AI agent** that can book flights for a user by calling an external flight-booking API, check the weather, and send a confirmation email. A **data analysis tool** that can run multiple commands and generate a comprehensive report. |
| **Kimi-K2-Instruct** | Outstanding long-context understanding. Robust multilingual and conversational abilities. | Chatbots, summarization of long documents, and applications requiring in-depth conversational recall. | A **chatbot for legal document review** that can answer questions about a 100-page contract. A **meeting summarization tool** that generates a detailed recap of a long transcript. |