PredictionToolkit
Compare resolution sources and clarity grades, then follow question-level links across Polymarket and Kalshi.
- Access Web · API · MCP
Explore a workflow
Polymarket AI, research and resolution tools | Page 2
Follow an event from its original evidence to the wording of the contract. Research tools help collect information, develop forecasts or examine how a question will be resolved.
How to choose research
Start with the claim you need to check
Identify the relevant source and the exact event the contract describes. A useful summary should let you examine the evidence behind it instead of relying on a confidence score alone.
Choose a research route
- Forecasting tools address estimates about an event.
- OSINT tools help investigate publicly available evidence.
- AI agents assist retrieval and analysis, with their capabilities documented separately.
- Resolution research examines contract wording and the sources used to determine outcomes.
A forecast, a market price and an official resolution source are different forms of information. Topic research can provide specialist observations; analytics can describe market activity. Neither should be silently substituted for the contract’s resolution terms.
98 tools · 13–24 shown
Weather-contract research organized by observation station, market date and settlement references.
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Structured settlement comparisons for covered Polymarket and Kalshi contract pairs.
- Access API · MCP
Usage-priced web and social retrieval for forecasting agents, documented through a Numinous integration case study.
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Compare historical earnings-call language with speakers, competitor mentions, market prices and forecasts.
- Access Web
Request probabilities and retrieve attributed market signals through separate Numinous research APIs.
- Access Web · API
A prepaid research API for cited factual answers, with source checking left to the research workflow.
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AI forecast research with public reasoning, revision histories, resolved scorecards and paid API tools.
- Access Web · API
Compare station readings, forecast models and daily warming patterns in a weather-research terminal with a Telegram entry point.
- Access Web · Telegram
A model-versus-market sports terminal, with higher-tier API, webhook routing and WebSocket access.
- Access Web · API
Transcript and post search with word-form controls, frequency charts and adjustable context for mention-market research.
- Access Web
Search event transcripts with speaker and timestamp context through a web platform and API.
- Access Web · API