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<title>Probabilistic Tools | Formal Methods Tools</title>
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<header>
<h1><a href="/">Formal Methods Tools</a></h1>
<nav>
<ul>
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<a href="/tools/">Tools</a>
</li>
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<main>
<h1>Probabilistic Tools</h1>
<p>This page lists all of the probabilistic tools on this site in alphabetical order.
Click a tool name in the first column to view tool details.
Click a colorful item in the second column to view all the tools for which that term applies.
Item colors mean nothing and are intended to make it easy to skim the page.
Colors are generated by hashing each term&rsquo;s name and converting it to RGB color values.</p>
<section id="tools-list">
<table id="taxonomy-table">
<thead>
<tr>
<th>Tool</th>
<th>Applications</th>
<th>Licenses</th>
</tr>
</thead>
<tbody>
<tr onclick="window.location='\/tools\/prob\/prism\/'" style="cursor:pointer;">
<td>
<a href="/tools/prob/prism/">PRISM</a>
</td>
<td>
<a
class="term-link"
id="applications_probabilistic-model-checker"
style="background:rgba(232,228,128,0.4)"
href="/applications/probabilistic-model-checker">
Probabilistic Model Checker
</a>
</td>
<td>
<a
class="term-link"
id="licenses_gplv2"
style="background:rgba(220,234,19,0.4)"
href="/licenses/gplv2">
GPLv2
</a>
</td>
</tr>
<tr onclick="window.location='\/tools\/prob\/stamina\/'" style="cursor:pointer;">
<td>
<a href="/tools/prob/stamina/">STAMINA</a>
</td>
<td>
<a
class="term-link"
id="applications_probabilistic-model-checker"
style="background:rgba(232,228,128,0.4)"
href="/applications/probabilistic-model-checker">
Probabilistic Model Checker
</a>
</td>
<td>
<a
class="term-link"
id="licenses_mit"
style="background:rgba(122,188,26,0.4)"
href="/licenses/mit">
MIT
</a>
<a
class="term-link"
id="licenses_gplv3"
style="background:rgba(182,14,173,0.4)"
href="/licenses/gplv3">
GPLv3
</a>
</td>
</tr>
<tr onclick="window.location='\/tools\/prob\/storm\/'" style="cursor:pointer;">
<td>
<a href="/tools/prob/storm/">Storm</a>
</td>
<td>
<a
class="term-link"
id="applications_probabilistic-model-checker"
style="background:rgba(232,228,128,0.4)"
href="/applications/probabilistic-model-checker">
Probabilistic Model Checker
</a>
</td>
<td>
<a
class="term-link"
id="licenses_gplv3"
style="background:rgba(182,14,173,0.4)"
href="/licenses/gplv3">
GPLv3
</a>
</td>
</tr>
</tbody>
</table>
<div style="display: flex; align-items: center; gap: 8px; margin: 1rem 0 0 0;">
<span style="display: inline-block; width: 12px; height: 12px; border-radius: 50%; background: rgb(128, 28, 28);"></span>
<span style="color: rgb(128, 28, 28); font-size: 1rem;">Red dot indicates tool has not been updated or maintained recently</span>
</div>
</main>
<footer>
<p><a href="/contribute">Contribute</a> &nbsp;|&nbsp; <a href="/about">About</a> &nbsp;|&nbsp; <a href="/license">License</a> &nbsp;|&nbsp; <a href="/privacy">Privacy</a> </p>
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<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
<channel>
<title>Probabilistic Tools on Formal Methods Tools</title>
<link>https://example.org/tools/prob/</link>
<description>Recent content in Probabilistic Tools on Formal Methods Tools</description>
<generator>Hugo</generator>
<language>en-us</language>
<lastBuildDate>Sat, 07 Jun 2025 00:00:00 +0000</lastBuildDate>
<atom:link href="https://example.org/tools/prob/index.xml" rel="self" type="application/rss+xml" />
<item>
<title>PRISM</title>
<link>https://example.org/tools/prob/prism/</link>
<pubDate>Sat, 07 Jun 2025 00:00:00 +0000</pubDate>
<guid>https://example.org/tools/prob/prism/</guid>
<description>&lt;p&gt;PRISM is a probabilistic model checker, a tool for formal modelling and analysis of systems that exhibit random or probabilistic behaviour.&lt;/p&gt;</description>
</item>
<item>
<title>STAMINA</title>
<link>https://example.org/tools/prob/stamina/</link>
<pubDate>Sat, 07 Jun 2025 00:00:00 +0000</pubDate>
<guid>https://example.org/tools/prob/stamina/</guid>
<description>&lt;p&gt;A state-space truncation tool for Markov-Chains that can analyze infinite-sized models. Intefaces with either &lt;a href=&#34;../storm&#34; &gt;Storm&lt;/a&gt; or &lt;a href=&#34;../prism&#34; &gt;PRISM&lt;/a&gt;.&lt;/p&gt;</description>
</item>
<item>
<title>Storm</title>
<link>https://example.org/tools/prob/storm/</link>
<pubDate>Sat, 07 Jun 2025 00:00:00 +0000</pubDate>
<guid>https://example.org/tools/prob/storm/</guid>
<description>&lt;p&gt;Storm is a tool for the analysis of systems involving random or probabilistic phenomena.&lt;/p&gt;</description>
</item>
</channel>
</rss>

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<meta property="og:title" content="PRISM">
<meta property="og:description" content="PRISM is a probabilistic model checker, a tool for formal modelling and analysis of systems that exhibit random or probabilistic behaviour.">
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&#x1f6a7; This site is a work in progress. Don&rsquo;t be shy to submit an <a href="https://gitmoss.fyi/fmtools/content/issues/new/choose" target="_blank" >issue</a> or <a href="https://gitmoss.fyi/fmtools/content/fork" target="_blank" >pull request</a> &#x1f6a7;
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<header>
<h1><a href="/">Formal Methods Tools</a></h1>
<nav>
<ul>
<li>
<a href="/tools/">Tools</a>
</li>
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<a href="/taxonomies/">Data</a>
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</li>
</ul>
</nav>
</header>
<main>
<div id="page-header">
<h1>PRISM</h1>
<span class="subtitle">Probabilistic Model Checker</span>
<div id="link-list">
<ul>
<li><a href="https://prismmodelchecker.org/" target="_blank" rel="noopener"><i class="fa-solid fa-home"></i>&nbsp;&nbsp;Homepage</a></li>
<li><a href="https://github.com/prismmodelchecker/prism" target="_blank" rel="noopener"><i class="fa-brands fa-github"></i>&nbsp;&nbsp;Source Code</a></li>
</ul>
</div>
</div>
<section id="taxonomies">
<h2>At a Glance</h2>
<table id="taxonomy-table">
<tbody>
<tr>
<td>
<a
class="taxonomy-name"
href="/applications">
Applications
</a>
</td>
<td>
<a
class="term-link"
id="applications_probabilistic-model-checker"
style="background:rgba(232,228,128,0.4)"
href="/applications/probabilistic-model-checker">
Probabilistic Model Checker
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/developers">
Developers
</a>
</td>
<td>
<a
class="term-link"
id="developers_oxford-university"
style="background:rgba(171,67,235,0.4)"
href="/developers/oxford-university">
Oxford University
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/inputs">
Inputs
</a>
</td>
<td>
<a
class="term-link"
id="inputs_mrmc"
style="background:rgba(87,205,92,0.4)"
href="/inputs/mrmc">
MRMC
</a>
<a
class="term-link"
id="inputs_prism"
style="background:rgba(37,96,141,0.4)"
href="/inputs/prism">
PRISM
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/interfaces">
Interfaces
</a>
</td>
<td>
<a
class="term-link"
id="interfaces_cli"
style="background:rgba(145,175,87,0.4)"
href="/interfaces/cli">
CLI
</a>
<a
class="term-link"
id="interfaces_java"
style="background:rgba(213,35,135,0.4)"
href="/interfaces/java">
Java
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/licenses">
Licenses
</a>
</td>
<td>
<a
class="term-link"
id="licenses_gplv2"
style="background:rgba(220,234,19,0.4)"
href="/licenses/gplv2">
GPLv2
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/maintenance">
Maintenance
</a>
</td>
<td>
<a
class="term-link"
id="maintenance_actively-maintained"
style="background:rgba(177,86,105,0.4)"
href="/maintenance/actively-maintained">
Actively Maintained
</a>
</td>
</tr>
</tbody>
</table>
</section>
<section>
<h2>Description</h2>
<p>PRISM is a probabilistic model checker, a tool for formal modelling and analysis of systems that exhibit random or probabilistic behaviour.</p>
</section>
<section id="publications">
<h2>Publications</h2>
<ul>
<li>
<strong>PRISM 4.0: Verification of Probabilistic Real-time Systems</strong>
(2011)
by Kwiatkowska, Marta et. al.
| Appears in <em>CAV 2011</em>
(585-591)
| Volume 6806
| Published by Springer
| <a href="https://doi.org/10.1007/978-3-642-22110-1_47" target="_blank" rel="noopener">10.1007/978-3-642-22110-1_47</a>
</li>
</ul>
</section>
<div class="time" style="display: flex; justify-content: space-between; align-items: center; flex-wrap: wrap;">
<div class="footer-links" style="text-align: left;">
Help improve this page!<br/>
Submit an
<a href="https://gitmoss.fyi/fmtools/content/issues/new?template=.gitea%2fissue_template%2ffix_tool.md&title=[FIX]%20PRISM" target="_blank">issue</a> or
<a href="https://gitmoss.fyi/fmtools/content/fork" target="_blank">pull request</a>.
</div>
<div class="footer-date" style="text-align: right;">
Updated <time datetime="2025-06-07T00:00:00&#43;00:00">7 June 2025</time>
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<p><a href="/contribute">Contribute</a> &nbsp;|&nbsp; <a href="/about">About</a> &nbsp;|&nbsp; <a href="/license">License</a> &nbsp;|&nbsp; <a href="/privacy">Privacy</a> </p>
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<html lang="en-us" dir="ltr">
<head>
<meta charset="utf-8">
<meta name="viewport" content ="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>STAMINA | Formal Methods Tools</title>
<meta name="keywords" content="Formal Methods Tools">
<meta property="og:locale" content='en_US'>
<meta property="og:type" content="article">
<meta property="og:title" content="STAMINA">
<meta property="og:description" content="A state-space truncation tool for Markov-Chains that can analyze infinite-sized models. Intefaces with either Storm or PRISM.">
<meta property="og:url" content="https://example.org/tools/prob/stamina/">
<meta property="og:image" content="images/%!s(&lt;nil&gt;)">
<link rel="canonical" href="https://example.org/tools/prob/stamina/">
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<link rel="icon" type="image/png" sizes="32x32" href='https://example.org/favicon-32x32.png'>
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<link rel="manifest" href='https://example.org/site.webmanifest'>
<link rel="stylesheet" href="https://example.org/css/styles.9d797fdbc9887767b3ad88393155cb84288660765fe6e18c89e2e00fd5ecfb0b9f46384188a0ae4e8b63f4c81526872e0ff61d1d5204287a0c3c8b6e8e34b6b9.css" integrity="sha512-nXl/28mId2ezrYg5MVXLhCiGYHZf5uGMieLgD9Xs&#43;wufRjhBiKCuTotj9MgVJocuD/YdHVIEKHoMPItujjS2uQ==">
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&#x1f6a7; This site is a work in progress. Don&rsquo;t be shy to submit an <a href="https://gitmoss.fyi/fmtools/content/issues/new/choose" target="_blank" >issue</a> or <a href="https://gitmoss.fyi/fmtools/content/fork" target="_blank" >pull request</a> &#x1f6a7;
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<header>
<h1><a href="/">Formal Methods Tools</a></h1>
<nav>
<ul>
<li>
<a href="/tools/">Tools</a>
</li>
<li>
<a href="/taxonomies/">Data</a>
</li>
<li>
<a href="/about/">About</a>
</li>
</ul>
</nav>
</header>
<main>
<div id="page-header">
<h1>STAMINA</h1>
<span class="subtitle">Probabilistic Model Checker</span>
<div id="link-list">
<ul>
<li><a href="https://staminachecker.org/" target="_blank" rel="noopener"><i class="fa-solid fa-home"></i>&nbsp;&nbsp;Homepage</a></li>
<li><a href="https://staminachecker.org/source.html" target="_blank" rel="noopener"><i class="fa-brands fa-github"></i>&nbsp;&nbsp;Source Code</a></li>
<li><a href="https://staminachecker.org/run.html" target="_blank" rel="noopener"><i class="fa-solid fa-gamepad"></i>&nbsp;&nbsp;Playground</a></li>
</ul>
</div>
</div>
<section id="taxonomies">
<h2>At a Glance</h2>
<table id="taxonomy-table">
<tbody>
<tr>
<td>
<a
class="taxonomy-name"
href="/applications">
Applications
</a>
</td>
<td>
<a
class="term-link"
id="applications_probabilistic-model-checker"
style="background:rgba(232,228,128,0.4)"
href="/applications/probabilistic-model-checker">
Probabilistic Model Checker
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/developers">
Developers
</a>
</td>
<td>
<a
class="term-link"
id="developers_utah-state-university"
style="background:rgba(55,247,176,0.4)"
href="/developers/utah-state-university">
Utah State University
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/inputs">
Inputs
</a>
</td>
<td>
<a
class="term-link"
id="inputs_prism"
style="background:rgba(37,96,141,0.4)"
href="/inputs/prism">
PRISM
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/interfaces">
Interfaces
</a>
</td>
<td>
<a
class="term-link"
id="interfaces_cli"
style="background:rgba(145,175,87,0.4)"
href="/interfaces/cli">
CLI
</a>
<a
class="term-link"
id="interfaces_online"
style="background:rgba(84,246,100,0.4)"
href="/interfaces/online">
Online
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/licenses">
Licenses
</a>
</td>
<td>
<a
class="term-link"
id="licenses_gplv3"
style="background:rgba(182,14,173,0.4)"
href="/licenses/gplv3">
GPLv3
</a>
<a
class="term-link"
id="licenses_mit"
style="background:rgba(122,188,26,0.4)"
href="/licenses/mit">
MIT
</a>
</td>
</tr>
<tr>
<td>
<a
class="taxonomy-name"
href="/maintenance">
Maintenance
</a>
</td>
<td>
<a
class="term-link"
id="maintenance_actively-maintained"
style="background:rgba(177,86,105,0.4)"
href="/maintenance/actively-maintained">
Actively Maintained
</a>
</td>
</tr>
</tbody>
</table>
</section>
<section>
<h2>Description</h2>
<p>A state-space truncation tool for Markov-Chains that can analyze infinite-sized models. Intefaces with either <a href="../storm" >Storm</a> or <a href="../prism" >PRISM</a>.</p>
</section>
<section id="publications">
<h2>Publications</h2>
<ul>
<li>
<strong>STAMINA in C&#43;&#43;: Modernizing an Infinite-State Probabilistic Model Checker</strong>
(2023)
by Jeppson, Joshua et. al.
| Appears in <em>QEST 2023</em>
(101-109)
| Published by Springer
| <a href="https://doi.org/10.1007/978-3-031-43835-6_7" target="_blank" rel="noopener">10.1007/978-3-031-43835-6_7</a>
</li>
</ul>
</section>
<div class="time" style="display: flex; justify-content: space-between; align-items: center; flex-wrap: wrap;">
<div class="footer-links" style="text-align: left;">
Help improve this page!<br/>
Submit an
<a href="https://gitmoss.fyi/fmtools/content/issues/new?template=.gitea%2fissue_template%2ffix_tool.md&title=[FIX]%20STAMINA" target="_blank">issue</a> or
<a href="https://gitmoss.fyi/fmtools/content/fork" target="_blank">pull request</a>.
</div>
<div class="footer-date" style="text-align: right;">
Updated <time datetime="2025-06-07T00:00:00&#43;00:00">7 June 2025</time>
</div>
</div>
</main>
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<p><a href="/contribute">Contribute</a> &nbsp;|&nbsp; <a href="/about">About</a> &nbsp;|&nbsp; <a href="/license">License</a> &nbsp;|&nbsp; <a href="/privacy">Privacy</a> </p>
<p>&copy; Copyright 2025. An open-source project.</p>
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<h1><a href="/">Formal Methods Tools</a></h1>
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<a href="/tools/">Tools</a>
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<h1>Storm</h1>
<span class="subtitle">Probabilistic Model Checker</span>
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<li><a href="https://www.stormchecker.org/" target="_blank" rel="noopener"><i class="fa-solid fa-home"></i>&nbsp;&nbsp;Homepage</a></li>
<li><a href="https://github.com/moves-rwth/storm" target="_blank" rel="noopener"><i class="fa-brands fa-github"></i>&nbsp;&nbsp;Source Code</a></li>
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<h2>At a Glance</h2>
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Applications
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Probabilistic Model Checker
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Inputs
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MRMC
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PNML
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PRISM
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Interfaces
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CLI
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Python
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href="/licenses/gplv3">
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href="/maintenance/actively-maintained">
Actively Maintained
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<section>
<h2>Description</h2>
<p>Storm is a tool for the analysis of systems involving random or probabilistic phenomena.</p>
</section>
<section id="publications">
<h2>Publications</h2>
<ul>
<li>
<strong>The probabilistic model checker Storm</strong>
(2022)
by Hensel, Christian et. al.
(589-610)
| Appears in <em>International Journal on Software Tools for Technology Transfer</em>
| Volume 24
| Published by Springer
| <a href="https://doi.org/10.1007/s10009-021-00633-z" target="_blank" rel="noopener">10.1007/s10009-021-00633-z</a>
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<div class="footer-date" style="text-align: right;">
Updated <time datetime="2025-06-07T00:00:00&#43;00:00">7 June 2025</time>
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