Interactive map of enterprise AI models; select a puzzle piece to see its best-fit use cases and notes.
The 2026 landscape is defined by specialization: each frontier model excels in distinct domains, and the smartest enterprise architectures use model routing to send each task to the right one rather than forcing a single model to do everything.
On open source: Llama 4 and Mistral Large 2 are open-weight and self-hostable via Hugging Face — the right anchors for on-premises and data-sovereignty needs. Other open models such as DeepSeek and Qwen we evaluate case-by-case, given the data-sovereignty and regulatory considerations that matter for enterprise and regulated clients.
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