futuresearch/futuresearch-python

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# FutureSearch Python SDK

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<p align="center">
  <img src="https://media.githubusercontent.com/media/futuresearch/futuresearch-python/main/images/team-dispatch.svg" alt="FutureSearch turns questions about the future into probabilities, dates, and numbers" width="760">
</p>

**Forecast what will happen, including outcomes of your decisions.**

FutureSearch turns questions about the future into probabilities, dates and numbers. Ask about the world ("When will Anthropic IPO?"), or about a decision ("If we give this organization nothing, $250k or $1M, how many lawmakers back its campaign by 2028?") and get predicted outcomes for each option. The decision can be yours or someone else's: a company's, a government's, a public figure's.

Accuracy is verifiable via our [public track record](https://evals.futuresearch.ai) on stocks, prediction markets, public benchmarks, and forecasting tournaments, including live standings on Metaculus, against human forecasters in the Metaculus Cup, on ForecastBench and on BTF-3, our pastcasting benchmark. Every forecast draws on a [shared world model](https://futuresearch.ai/docs/world-modeling) that reconciles related questions against each other.

| Track Record | |
| --- | --- |
| [markets.futuresearch.ai](https://markets.futuresearch.ai) | Live trading on Kalshi, Polymarket, and the S&P 500. Every position, including the losers. |
| [evals.futuresearch.ai](https://evals.futuresearch.ai) | Benchmarks: Bench To the Future, Deep Research Bench, and live forecasting tournament standings (Metaculus, ForecastBench). |

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