Consensus Mode

Get cross-validated answers from 6 frontier AI models running in parallel. A synthesis engine cherry-picks the best reasoning and resolves contradictions.

How It Works

1. Your question goes to all 6 models simultaneously — each generates an independent answer without seeing the others.

2. Quorum resolves when 4 of 6 respond— the system doesn't wait for slowpokes. Models that take too long are recorded as timeouts.

3. A synthesis engine combines the results — it cherry-picks the strongest reasoning, resolves contradictions, and flags uncertainty when models disagree.

The 6 Models

GPT-5.4

OpenAI

Claude Opus 4.6

Anthropic

Gemini 3.1 Pro

Google

Kimi K2.5

Moonshot

Llama 4 Maverick

Meta

Grok 4.1 Fast

xAI

Agreement Visualization

Below the synthesized answer, a breakdown panel shows:

  • Per-model contributions — what each model brought to the final answer.
  • Agreement score — 0–100% showing how much the models agree.
  • Reasoning narrative — a brief explanation of how the synthesis was done.
  • Points of agreement and disagreement — highlighted for transparency.

Individual Responses

Expand the Council Viewto see each model's full, unedited response alongside its latency and token count. This lets you compare how different models approached your question.

When to Use Consensus

Factual Accuracy

Get cross-validated answers to factual questions.

Balanced Perspectives

See how different models approach controversial or nuanced topics.

Technical Decisions

Compare architectural recommendations from multiple AI perspectives.

Research Validation

Verify claims by checking agreement across independent models.

Consensus mode runs 6 models in parallel, so it uses more credits than a single-model mode. Use it when accuracy and balanced perspectives matter most.
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