Roundtable mark
Crucible
Model Strategy

The intelligence blend behind every Agent

Switch between providers to see how we deploy each premium model, why we rely on it, and the tradeoffs we actively manage inside Crucible orchestration.

Provider Overview

OpenAI's o3 delivers cost-efficient reasoning for challenger rounds, while GPT-5.1 handles long-context orchestration, structured outputs, and rigorous final synthesis for our highest-stakes simulations.

Model SnapshotModerator & Orchestrator (evidence dossier + synthesis)

GPT-5.1

Full-Stack Dev - Agentic Workflows - Long-Context Synthesis

  • Moderator & Orchestrator
  • Evidence Pack Curator
  • Minutes & Action-Item Drafter
Reasoning:high
Context:very-large
Speed:medium
Cost:medium

Why this model?

  • Flagship model for coding and agentic tasks; supports multimodal inputs and strong instruction following.
  • Up to ~400K context (model dependent) lets moderators digest large briefs spanning text, charts, and images.
  • Structured outputs make it straightforward to translate debates into defensible briefs, tickets, or API calls.
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