With each successive era of AI, from early scaling, to reasoning, to agentic, open models have taken half as long to catch up to the first closed model

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Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens.

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