--- canonical: "https://www.softatlas.io/categories/industry-software/scientific-rd/scientific-software" name: "Scientific Software" path: "Industry Software / Scientific & R&D / Scientific Software" tool_count: 15 total_tool_count: 15 updated: "2026-08-07" --- # Scientific Software ## Tools in this category No tool in this category has 5 or more published reviews yet, so this list is ranked by adoption, the number of teams using each tool, not by rating. A rating is shown where one exists, but only as context, never as the ranking key, a single review is not enough to trust for a "best tool" verdict. 1. [Alice & Bob](/alice-and-bob.md) , not yet rated on Atlas, 0 teams 2. [Ansys](/ansys.md) , not yet rated on Atlas, 0 teams 3. [Ardigen](/ardigen.md) , not yet rated on Atlas, 0 teams 4. [Artelys](/artelys.md) , not yet rated on Atlas, 0 teams 5. [Benchling](/benchling.md) , not yet rated on Atlas, 0 teams 6. [BenchSci](/benchsci.md) , not yet rated on Atlas, 0 teams 7. [Biolevate](/biolevate.md) , not yet rated on Atlas, 0 teams 8. [Digital Surf](/digital-surf.md) , not yet rated on Atlas, 0 teams 9. [Discngine](/discngine.md) , not yet rated on Atlas, 0 teams 10. [Entalpic](/entalpic.md) , not yet rated on Atlas, 0 teams 11. [Ginkgo Bioworks](/ginkgo-bioworks.md) , not yet rated on Atlas, 0 teams 12. [Miratlas](/miratlas.md) , not yet rated on Atlas, 0 teams 13. [Patsnap](/patsnap.md) , not yet rated on Atlas, 0 teams 14. [Qualio](/qualio.md) , not yet rated on Atlas, 0 teams 15. [Veeva](/veeva.md) , not yet rated on Atlas, 0 teams Source: https://www.softatlas.io/categories/industry-software/scientific-rd/scientific-software