The Ensemble Architecture: Why No Single Model Wins

Ensemble Architecture

Production systems route to specialized models by task. The router connects to Anthropic, Google, OpenAI, xAI, and NVIDIA open models.

Task-Based Routing

  • Code → code-specialized model
  • Reasoning → reasoning model (o1, R1)
  • Creative → creative model
  • Cost-sensitive → open/cheaper model

Strategic Implication

Build the routing logic. The router becomes the intelligence layer. Model-agnostic platforms gain advantage.


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