List of the Top 7 Large Language Models for AlphaCodium in 2025

OpenAI is committed to ensuring that artificial general intelligence (AGI)—characterized by its ability to perform most tasks that are economically important with a level of autonomy that surpasses human capabilities—benefits all of humanity. Our primary goal is to create AGI that is both safe and beneficial; however, we also view our mission as a success if we empower others to reach this same objective. You can take advantage of our API for numerous language-based functions, such as semantic search, summarization, sentiment analysis, content generation, translation, and much more, all achievable with just a few examples or a clear instruction in English. A simple integration gives you access to our ever-evolving AI technology, enabling you to test the API's features through these sample completions and uncover a wide array of potential uses. As you explore, you may find innovative ways to harness this technology for your projects or business needs.

Gemini, a cutting-edge AI chatbot developed by Google, is designed to enhance both creativity and productivity through dynamic, natural language conversations. It is accessible on web and mobile devices, seamlessly integrating with various Google applications such as Docs, Drive, and Gmail, which empowers users to generate content, summarize information, and manage tasks more efficiently. Thanks to its multimodal capabilities, Gemini can interpret and generate different types of data, including text, images, and audio, allowing it to provide comprehensive assistance in a wide array of situations. As it learns from interactions with users, Gemini tailors its responses to offer personalized and context-aware support, addressing a variety of user needs. This level of adaptability not only ensures responsive assistance but also allows Gemini to grow and evolve alongside its users, establishing itself as an indispensable resource for anyone aiming to improve their productivity and creativity. Furthermore, its unique ability to engage in meaningful dialogues makes it an innovative companion in both professional and personal endeavors.

DeepSeek emerges as a cutting-edge AI assistant, utilizing the advanced DeepSeek-V3 model, which features a remarkable 600 billion parameters for enhanced performance. Designed to compete with the top AI systems worldwide, it provides quick responses and a wide range of functionalities that streamline everyday tasks. Available across multiple platforms such as iOS, Android, and the web, DeepSeek ensures that users can access its services from nearly any location. The application supports various languages and is regularly updated to improve its features, add new language options, and resolve any issues. Celebrated for its seamless performance and versatility, DeepSeek has garnered positive feedback from a varied global audience. Moreover, its dedication to user satisfaction and ongoing enhancements positions it as a leader in the AI technology landscape, making it a trusted tool for many. With a focus on innovation, DeepSeek continually strives to refine its offerings to meet evolving user needs.

Claude exemplifies an advanced AI language model designed to comprehend and generate text that closely mirrors human communication. Anthropic is an institution focused on the safety and research of artificial intelligence, striving to create AI systems that are reliable, understandable, and controllable. Although modern large-scale AI systems bring significant benefits, they also introduce challenges like unpredictability and opacity; therefore, our aim is to address these issues head-on. At present, our main focus is on progressing research to effectively confront these challenges; however, we foresee a wealth of opportunities in the future where our initiatives could provide both commercial success and societal improvements. As we forge ahead, we remain dedicated to enhancing the safety, functionality, and overall user experience of AI technologies, ensuring they serve humanity's best interests.

GPT-4o, with the "o" symbolizing "omni," marks a notable leap forward in human-computer interaction by supporting a variety of input types, including text, audio, images, and video, and generating outputs in these same formats. It boasts the ability to swiftly process audio inputs, achieving response times as quick as 232 milliseconds, with an average of 320 milliseconds, closely mirroring the natural flow of human conversations. In terms of overall performance, it retains the effectiveness of GPT-4 Turbo for English text and programming tasks, while significantly improving its proficiency in processing text in other languages, all while functioning at a much quicker rate and at a cost that is 50% less through the API. Moreover, GPT-4o demonstrates exceptional skills in understanding both visual and auditory data, outpacing the abilities of earlier models and establishing itself as a formidable asset for multi-modal interactions. This groundbreaking model not only enhances communication efficiency but also expands the potential for diverse applications across various industries. As technology continues to evolve, the implications of such advancements could reshape the future of user interaction in multifaceted ways.

The Claude 3.5 Sonnet introduces a remarkable benchmark in the realm of graduate-level reasoning (GPQA), undergraduate knowledge (MMLU), and coding abilities (HumanEval). This model showcases impressive improvements in grasping nuances, wit, and complex instructions, thriving in generating top-notch content that remains both authentic and engaging. Significantly, Claude 3.5 Sonnet operates at twice the speed of its earlier version, Claude 3 Opus, leading to superior efficiency and performance. This boost in operational speed, combined with its cost-effective pricing, makes Claude 3.5 Sonnet an outstanding choice for tackling intricate tasks, including context-sensitive customer support and orchestrating multi-step processes. It is freely available on Claude.ai and the Claude iOS app, with additional perks for subscribers of the Claude Pro and Team plans, such as elevated rate limits. Additionally, users can access the model through the Anthropic API, Amazon Bedrock, and Google Cloud's Vertex AI, which come with a pricing structure of $3 per million input tokens and $15 per million output tokens. With a generous context window of 200K tokens, the extensive capabilities of Claude 3.5 Sonnet render it an invaluable resource for businesses and developers, ensuring they can leverage advanced AI for a variety of applications. Its versatility and robust performance make it an essential tool in the competitive landscape of AI technology.

OpenAI has unveiled the o1 series, which heralds a new era of AI models tailored to improve reasoning abilities. This series includes models such as o1-preview and o1-mini, which implement a cutting-edge reinforcement learning strategy that prompts them to invest additional time "thinking" through various challenges prior to providing answers. This approach allows the o1 models to excel in complex problem-solving environments, especially in disciplines like coding, mathematics, and science, where they have demonstrated superiority over previous iterations like GPT-4o in certain benchmarks. The purpose of the o1 series is to tackle issues that require deeper cognitive engagement, marking a significant step forward in developing AI systems that can reason more like humans do. Currently, the series is still in the process of refinement and evaluation, showcasing OpenAI's dedication to the ongoing enhancement of these technologies. As the o1 models evolve, they underscore the promising trajectory of AI, illustrating its capacity to adapt and fulfill increasingly sophisticated requirements in the future. This ongoing innovation signifies a commitment not only to technological advancement but also to addressing real-world challenges with more effective AI solutions.