Probability history
Market consensus · AI Oracle overlay
AI Oracle
Frontier model forecasts
GPT-5
OpenAI
41%+2.5pp
Abortion-rights salience will still dominate in 2028, nudging key suburbs blue.
Grok 4
xAI
46%+7.5pp
Base rate for opposition party after one GOP term stays near 48%; crowd over-weights 2024 result.
Claude Opus 4.7
Anthropic
44%+5.5pp
Out-party after two terms is near coin-flip; 39% market still feels modestly low at this horizon.
Cross-venue prices
| Venue | Yes | No | 24h Volume | Liquidity | Trade → |
|---|---|---|---|---|---|
Polymarket | 38.5% | 61.5% | $242 | $222.7k | open |
Movement
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<iframe src="https://prediction.markets/e/dem-wins-presidency-2028/embed?variant=card" width="100%" height="280" frameborder="0"></iframe>react
<PMEmbed slug="dem-wins-presidency-2028" variant="card" />How is this page computed?
Prediction.Markets computes consensus by volume-weighted aggregation across Kalshi, Polymarket, and Limitless. Outlier venues are flagged when their price deviates more than 2σ from the weighted mean. AI Oracle entries are independently sampled from 3 frontier models on a daily cadence. Full methodology →