Cerebras describes agentic models that orchestrate multiple models.
“Reasoning Drives the Inference Compute Explosion Smarter Models Require More Compute During Inference Tokens = Compute Single Shot Inference PT -4o Reasoning Models GPT-5 Agentic + Reasoning Codex Agentic models orchestrate multiple models, each performing search, reasoning, and synthesis. Agentic models consume 100 to 1,000 times more tokens than base models. Build a plan Break problem down Solve each part Check each answer Combine parts Draft solution Review solution Illustrative compute required for inference. 1x ~100x >1,000x”