futuresearch/futuresearch-python
52 stars · Last commit 2026-08-14
A toolkit for frontier forecasting.
README preview
# FutureSearch Python SDK [](https://pypi.org/project/futuresearch/) [](https://opensource.org/licenses/MIT) [](https://www.python.org/downloads/) <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).