futuresearch/futuresearch-python
49 stars · Last commit 2026-07-30
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 on stocks, prediction markets, public benchmarks, and forecasting tournaments. As of July 2026 that record shows the forecaster first in Metaculus's Summer 2026 FutureEval tournament, above the superforecaster median on ForecastBench, and holding the best pooled score on BTF-3, our 1,907-question pastcasting benchmark. Every forecast draws on a [shared world model](https://futuresearch.ai/blog/world-modeling) that reconciles related questions against each other; it improved all eight base forecasters we tested. | 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 Cowork](https://futuresearch.ai/docs/claude-cowork), [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).