Find the right AI tools for any job, task or industry.TASK
Statistics & data science
Build statistical models, run experiments, and analyse research data. ToolGrail lists 27 AI tools for this task, including Julius, PyMC, Stan and QueueSim.
Tools for this task
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| JuliusJulius AI | Chat with spreadsheets and data files to clean, analyse and chart results. | Free + paid | Tool + MCP | Site checked |
| PyMCPyMC Labs and community | Open-source Python library for probabilistic programming and Bayesian inference. | Open source | Tool | Site checked |
| StanStan Development Team | Open-source platform for Bayesian statistical modelling and inference. | Open source | Tool | Site checked |
| QueueSimNot verified | Queueing simulation: M/M/c, staffing, Erlang C checks, and multi-step models built from nodes. | Pricing not verified | Tool + MCP | Site checked |
| DeepnoteDeepnote | Collaborative data notebook with an AI agent for analysis. | Free + paid | Tool + MCP | Site checked |
| HexHex | Collaborative data workspace mixing SQL, Python and AI-assisted analysis. | Free + paid | Tool | Site checked |
| NextflowSeqera | Open-source workflow language for scalable, reproducible scientific pipelines. | Open source | Tool | Site checked |
| Posit (RStudio)Posit | Open-source data science tools for R and Python, including RStudio and Positron. | Open source | Tool | Site checked |
| ProphetMeta | Open-source forecasting procedure for time series with strong seasonal effects. | Open source | Tool | Site checked |
| Akur8Akur8 | Transparent machine-learning pricing platform for actuaries. | Pricing not verified | Tool | Site checked |
| DaggyNot verified | Query your data in plain English or SQL, build datasets, and fit Bayesian models. | Pricing not verified | Tool + MCP | Site checked |
| EarnixEarnix | Analytical pricing and rating platform for insurance and banking. | Pricing not verified | Tool | Site checked |
| EViewsS&P Global | Econometric and time-series software for forecasting and modelling. | Pricing not verified | Tool | Site checked |
| GraphPad PrismDotmatics | Statistics and graphing software designed for bench scientists. | Pricing not verified | Tool | Site checked |
| Hugging FaceHugging Face | Hub for open machine-learning models, datasets and demos used across science and industry. | Pricing not verified | Tool + MCP | Site checked |
| IBM SPSS StatisticsIBM | Statistical analysis software for surveys, social science and business research. | Pricing not verified | Tool | Site checked |
| JMPJMP Statistical Discovery | Visual statistical discovery software for design of experiments and quality analysis. | Pricing not verified | Tool | Site checked |
| Nixtla TimeGPTNixtla | Foundation model and open-source libraries for time-series forecasting. | Pricing not verified | Tool | Site checked |
| NumeraiNumerai | Crowdsourced hedge fund where data scientists submit machine-learning predictions. | Pricing not verified | Tool | Site checked |
| OriginProOriginLab | Data analysis and graphing software for scientists and engineers. | Pricing not verified | Tool | Site checked |
| QuantConnectQuantConnect | Algorithmic trading research platform built on the open-source LEAN engine. | Pricing not verified | Tool | Site checked |
| StataStataCorp | Statistical package widely used in economics, epidemiology and social science. | Pricing not verified | Tool | Site checked |
| Wolfram AlphaWolfram | Computational answer engine for mathematics, statistics, science and data. | Pricing not verified | Tool | Site checked |
| Wolfram MathematicaWolfram | Symbolic and numerical computing with a notebook assistant. | Pricing not verified | Tool + MCP | Site checked |
| JupyterProject Jupyter | Open-source notebooks for code, equations, visualisations and narrative text. | Open source | Tool | Site checked |
| SAS ViyaSAS | Enterprise analytics, statistics and AI platform common in pharma, banking and government. | Contact sales | Tool | Site checked |
| MATLABMathWorks | Numerical computing environment with AI-assisted code generation and toolboxes. | Pricing not verified | Tool | Unconfirmed listing |
Roles that do this work
Research associateLaboratory technicianBioinformatics traineeMedicinal chemistComputational chemistStructural biologistBioinformaticianComputational biologistPharmacologistToxicologistFormulation scientistImmunologistGeneticistMolecular biologistProcess development scientistPrincipal scientistDiscovery team leadEpidemiologistPublic health analystHealth policy analystProfessorPhD researcherResearch librarianUndergraduate researcher
Sectors where it is common
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →