Product category

AI for scientific models

Every product we track in scientific models, with its pricing, what it does and where it ranks on public evidence.

443 products189 companies1 rankingUpdated Oct 27, 2026

Where they rank. Scored out of 100 on public evidence.

All rankings

Products

443 products from 189 companies

  • MOVEdot platform by MOVEdot

    AI agent platform that reasons across test data, simulation, and documents; connects to engineering sources via files, databases, lakehouses, and APIs; supports shared…

    #2 in Analyze data, automotive and mobility
  • PharmaSphere by Receptor.AI

    AI drug design platform with dedicated sub-platforms for Small Molecules, Peptides, and Proximity Inducers, combining 40+ experimentally validated AI methodologies for…

    #2 in Screen molecular candidates, healthcare and life sciences
  • CYTOCAST DIGITAL TWIN Platform™ by Cytocast

    High-performance computing platform using a particle-based stochastic simulation algorithm to replicate protein interactions within a virtual cell, integrating drug data…

    #3 in Screen molecular candidates, healthcare and life sciences
  • Ångström AI

    Fast, accurate AI physics simulations for pharma.

    #5 in Screen molecular candidates, healthcare and life sciences
  • InteractivAI by Bluware

    Deep learning interpretation technology for faster, higher-confidence seismic interpretation.

    #5 in Analyze data, energy and utilities
  • 83 Sciences Platform by 83 Sciences, Inc.

    AI-native research platform and electronic lab notebook offering structured, queryable experiment records, scientific data management, and an AI assistant called Dalton…

  • ABINIT

    Software suite to calculate the optical, mechanical, vibrational, and other observable properties of materials, starting from quantum equations of density functional…

  • Cloud Leo by ADS CFD Inc.

    Cloud deployment product for aerospace CFD simulations.

    Also from ADS CFD Inc.: Code Leo, Foil

  • AeroSim Consulting by AeroSim

    Wind engineering consulting services providing expert analysis for structural loads, facade pressure, topographic factors, pedestrian comfort, basic wind speed, and gas…

    Free planAlso from AeroSim: AeroSim Solver

  • PAMICS® by AI engineering GmbH

    Next-generation particle-based multi-physics CFD simulation framework combining high-performance computing with state-of-the-art numerical modeling for digital twin…

  • AutoDiscovery by Ai2 (The Allen Institute for Artificial Intelligence)

    Autonomously generates hypotheses, runs experiments, and uses Bayesian surprise to identify genuine discoveries; available in AstaLabs; free through June 2026

  • NotesArt Studio by AldenMath

    Mathematical artwork that converts music from time and frequency into space and color using Fourier transforms, graph theory, and sparse matrix methods.

    Also from AldenMath: SuiteSparse, SuiteSparse Matrix Collection

Showing 12 of 189 companies

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