futuresearch/futuresearch-python

52 stars · Last commit 2026-08-14

A toolkit for frontier forecasting.

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# FutureSearch Python SDK

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<p align="center">
  <img src="images/team-dispatch.svg" alt="FutureSearch turns questions about the future into probabilities, dates, and numbers" width="760">
</p>

**An API for frontier forecasting.**

FutureSearch predicts the future. Accuracy is verifiable via our [public track record](https://evals.futuresearch.ai) on stocks, prediction markets, public benchmarks, and forecasting tournaments: the forecaster leads Metaculus's Summer 2026 FutureEval tournament, sits above the superforecaster median on ForecastBench, and holds the best pooled score on BTF-3, our 1,907-question pastcasting benchmark. Those are live standings, so the link carries the current positions. Every forecast draws on a [shared world model](https://futuresearch.ai/docs/world-modeling) that reconciles related questions against each other; it improved all nine base forecasters we tested, four of them significantly.

| 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). |

Try it yourself in the [app](https://futuresearch.ai/app), or give advanced forecasting and multi-agent capabilities to your AI wherever you use it ([Claude.ai](https://futuresearch.ai/docs/claude-ai), [Claude Code](https://futuresearch.ai/docs/claude-code), or [Gemini/Codex/other AI surfaces](https://futuresearch.ai/docs/)), or point them to this [Python SDK](https://futuresearch.ai/docs/getting-started).

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