PredictionToolkit
Weather-model research and free daily temperature-market signals for Kalshi.
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Explore a workflow
Polymarket AI, research and resolution tools | Page 8
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 · 85–96 shown
Compare dot-com and AI-era shapes, change assumptions and inspect counterexamples before interpreting a projected date.
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One initiative with distinct Polymarket trading-signal and forecasting-agent tracks, plus an early-access Alma presentation.
Explore opinion markets on a public devnet, where settlement requires one side to sustain the specified lead.
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Connect market data, retrieved research and model prompts in an official Python framework that needs development work.
- Language Python
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An open-source temperature-research interface with station comparisons, forecast freshness and clearly synthetic demo data.
Screenshot-based research and daily picks with model fair values, confidence scores and written reasoning.
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AI event research, wallet follows and portfolio concentration in Telegram, with unresolved marketing conflicts.
- Trading mode Read-only
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Screenshot-based AI research with a fair-value comparison, confidence, risk scores, daily picks and coaching.
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Free mention-market browsing alongside waitlisted audio-triggered execution and advanced speaker controls.
- Trading mode Read-only
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A tokenized prediction-portfolio concept with Community strategies, Prime curation and written-thesis market selection.
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Shortlist markets, ask about price drivers and follow related headlines in one research interface.