FutureHouse Review, Pricing & Alternatives (2026)

FutureHouse is a nonprofit research organization focused on AI Scientists for biology and scientific discovery. The organization launched its public agent platform in 2025, giving researchers web and API access to specialized scientific tools. Its early platform included Crow, Falcon, Owl, and Phoenix, followed by Robin as a broader research workflow and Finch for data analysis. On November 5, 2025, management of the hosted platform moved to Edison Scientific, a commercial spinout. FutureHouse retained foundational AI Scientist research in biology, while Edison took responsibility for product access and commercial deployment. A May 19, 2026 update confirms that core research agents remain available through Edison Playground. FutureHouse is therefore best understood as the nonprofit research group behind the technology, not the current platform operator.

FutureHouse's former agents divided scientific work into specific tasks. Crow searched literature and returned concise scholarly answers. Falcon performed deeper reviews using open access papers and specialist databases, including OpenTargets. Owl, later identified in Edison materials with the Precedent function, checked whether an experiment had already been performed. Phoenix, an experimental ChemCrow deployment, helped plan chemistry experiments with specialized tools. Robin combined literature search, hypothesis generation, candidate ranking, and optional Finch data analysis. A typical workflow accepted a disease or research question, generated candidate assays or therapies, ranked findings, and saved reviews, summaries, CSV files, and analysis outputs. The former platform also supported custom literature pipelines through web and API access.

Edison describes Kosmos as a deep research system that maintains a research objective across long investigations and combines information from many agent trajectories. The company says individual runs can read 1,500 papers and execute 42,000 lines of analysis code. Kosmos is associated with the November 2025 platform transition, but Edison’s May 19, 2026 update says new Kosmos access is restricted while the company expands capacity. Edison Playground currently keeps the Literature agent, formerly Crow, the Analysis agent, formerly Finch, and the Precedent agent, formerly HasAnyone or Owl. The same update gives all users 10 free monthly credits for those agents. Robin remains an open source research reference with Python, Jupyter Notebook, and Docker workflows, but platform agents and model providers require separate access.

Edison’s current free access includes 10 monthly credits for core Literature, Analysis, and Precedent agents in Edison Playground. Academics who previously received 650 credits per month are moving to a one-time 2,000-credit grant, while Edison says it plans to announce an updated academic tier later. Founding Kosmos subscriptions are no longer available. Edison previously announced Kosmos at $200 per run, equal to 200 credits at $1 per credit, but that launch offer is not a current public subscription plan. The company says new Kosmos subscriptions are forthcoming, with access currently limited as capacity expands. The public update does not provide confirmed current subscription prices, quotas, or API rates. Academic grant programs have separately offered 20,000 credits for selected projects.

The main limitation is the separation between FutureHouse research and Edison’s hosted products. Kosmos can conduct large investigations, but Edison says long runs can follow statistically significant yet irrelevant findings, so researchers must verify results. Semantic Scholar is better for conventional scholarly search, Elicit emphasizes evidence tables and review workflows, and Ai2 Asta covers literature, datasets, and theory exploration. FutureHouse’s earlier agents remain useful references for scientific agent design, while Edison Playground is the practical access point for current tools. Researchers following nonprofit AI Scientist work should choose FutureHouse. Users seeking current hosted research agents should choose Edison Scientific, while teams needing focused literature review should choose Semantic Scholar or Elicit.