Prediction Market Consensus vs. Hype

Overview

This pillar analyzes consensus across different prediction markets, like Polymarket, Manifold, and Metaculus. It identifies valuable discrepancies between expert-driven platforms and high-volume speculative markets.

What It Does

It aggregates real-time implied probabilities and trading volumes for the same question across multiple platforms. The pillar then calculates a 'Divergence Score' to highlight where the expert community's predictions differ from the broader market. This pinpoints opportunities where hype may be mispricing an outcome.

Why It Matters

Different prediction markets attract different types of traders. By comparing the consensus of a research-heavy platform like Metaculus against a fast-money platform like Polymarket, you can identify a powerful predictive edge based on information asymmetry.

How It Works

First, the pillar ingests odds and volume data for a specific market from its source platforms. It then normalizes these probabilities and calculates a weighted average for each. Finally, it compares these averages to identify significant statistical divergences, flagging markets where the 'smart' and 'retail' crowds disagree.

Methodology

The core metric is the Consensus Divergence Score (CDS), calculated as the absolute difference between the Volume-Weighted Average Probability (VWAP) on a 'speculative' platform (e.g., Polymarket) and an 'expert' platform (e.g., Metaculus). Analysis uses a 48-hour rolling window for volume weighting. A CDS above 15% is considered a strong signal.

Edge & Advantage

This provides a clear contrarian signal, allowing you to position against markets potentially inflated by social media hype or popular narratives rather than fundamental analysis.

Key Indicators

• Consensus Divergence Score

  high

  The absolute percentage difference in implied probability between expert and speculative platforms.

• Volume Imbalance

  medium

  Measures whether trading volume is concentrated on speculative or expert platforms, indicating where capital is flowing.

• Platform Skew

  high

  Identifies if a market's odds are primarily driven by one specific platform's user base.

Data Sources

• Polymarket API

  Provides data on high-volume, crypto-based speculative markets.

• Manifold Markets API

  Source for a wide variety of niche and play-money markets with a dedicated user base.

• Metaculus API

  Offers data from a community focused on long-term, research-based forecasting.

Example Questions This Pillar Answers

• → Will OpenAI release GPT-5 before the end of the year?
• → Will a commercially viable quantum computer be demonstrated by 2028?
• → Will a specific AI research paper be cited over 1,000 times within two years?

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