ai model ranking

The AI model ranking reflects the performance of various Large Language Models (LLMs) across different metrics such as intelligence, price, performance, and speed. Here is a detailed analysis based on the available data: 1. **Top Performers**: Gemini 3 Pro and GPT-5.1 emerge as top performers in multiple categories, including reasoning, high school math, agentic coding, and overall humanity's last exam. Gemini 3 Pro shows exceptional results in 100% reasoning, 100% high school math, 82% agentic coding, and 45.8% overall humanity's last exam. 2. **Speed and Efficiency**: Llama 4 Scout boasts the fastest model with the lowest latency, achieving 0.3 seconds to first token, making it ideal for real-time applications. 3. **Model Diversity**: The leaderboard highlights the performance of various models, showcasing the strengths of each in specific areas. For instance, Grok 4 excels in visual reasoning and multilingual reasoning, while GPT-5 shines in overall performance. 4. **Improvement Over Time**: The data reflects the continuous improvement in AI models, with newer versions like GPT-5 and Gemini 3 Pro outperforming their predecessors in many categories.