Free tools and public builds

Explore Abundance Labs.

Free public tools and experiments you can explore. For commissioned projects, visit our client work.

  • The Yellowstone Wildlife Explorer homepage: every species mapped, with field guides and territory maps

    Free public resource · Live viewer

    Yellowstone Wildlife Explorer

    A wildlife discovery tool that helps Yellowstone visitors understand where animals are seen and how to explore responsibly. Public data Interactive map Visitor education

    See the project
  • The ModelBench gallery homepage, comparing SI benchmark builds side by side

    Open benchmark gallery · Live and expanding

    ModelBench

    A public collection of the same product brief built by different SI models so teams can inspect the output instead of trusting leaderboard claims. SI research Public evidence Product evaluation

    See the project
  • The Anthropic Multiples Dashboard headline band: business enterprise value and run-rate multiples on a dark contour band

    Open valuation workpaper · Live workpaper

    Anthropic Multiples Dashboard

    A four-page public workpaper that puts Anthropic's S-1 multiples beside the 1999 fiber landlords, the silicon-renting labs, and fifteen 1999 telecom groups — every figure traceable to the workbook behind it. Public data S-1 analysis Interactive charts

    See the project

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