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The frontier

Each dot compares a model's coding score with the VRAM needed to run it. The line shows the strongest model at each memory budget.

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Scoring and evidenceRead the scoring rules, evidence grades, hardware math, and corrections log.Who's behind thisSee who reviews the catalog, how AI agents help, and how funding is handled.