The article discusses the overwhelming proliferation of AI models, with thousands being released by companies like Google, OpenAI, and startups. It emphasizes the need for clarity among these models, which are often benchmarked but not necessarily reflective of real-world utility. TechCrunch has compiled a list of the most advanced AI models released since 2024, detailing their functionalities, costs, and ideal applications. Models such as Google Gemini 2.5 and OpenAI's upgraded GPT-4o are highlighted, showcasing a range of capabilities despite some performance discrepancies on various benchmarks.
AI models are rapidly evolving, with numerous advanced releases from major players like Google and OpenAI, making it essential to differentiate performance by real-world usage rather than benchmarks.
TechCrunch's comprehensive overview of AI models released since 2024 aims to simplify the landscape, highlighting their uses and optimal applications, while noting the overwhelming number of models available.
With over a million AI models hosted by platforms like Hugging Face, the challenge isn't just discovering new models but also understanding their practical implications in everyday use.
The landscape includes notable models like Google Gemini 2.5, which excels in web applications but struggles in certain coding benchmarks, and Stability AI's model, which still has limitations with complex scenes.
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