Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $150M Series A at a $1.7B valuation in January 2026, just four months after commercial launch, with 5M+ monthly users across 150 countries and $30M annualized enterprise AI evaluation revenue.
Arena (formerly LMArena/Chatbot Arena) is the world's most widely used crowdsourced AI model evaluation platform, originated by UC Berkeley researchers and spun into an independent company in 2025. Millions of users submit prompts to blind head-to-head model comparisons and vote on quality, generating the most trusted public LLM leaderboard. Arena has commercialized this community signal into an enterprise AI Evaluations service and Max — an AI model router powered by real-world preference votes.
Google Cloud (GOOGL) unified ML platform with Gemini access, AutoML, and 150+ foundation models in Model Garden; competing with AWS SageMaker and Azure ML for enterprise AI development infrastructure.
Google Vertex AI is Google Cloud's unified machine learning platform — providing end-to-end infrastructure for building, training, deploying, and monitoring ML models and generative AI applications, integrating Google's pre-trained models (Gemini, PaLM, Imagen), AutoML capabilities, custom training infrastructure, and the Model Garden (a catalog of 150+ foundation models) into a single managed platform. Part of Google Cloud (NYSE: GOOGL), Vertex AI serves data scientists, ML engineers, and enterprise AI teams that want to build production AI on Google's infrastructure.
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