{"id":266385,"date":"2025-05-13T14:21:18","date_gmt":"2025-05-13T21:21:18","guid":{"rendered":"https:\/\/clickup.com\/blog\/?p=266385"},"modified":"2025-07-31T07:13:36","modified_gmt":"2025-07-31T14:13:36","slug":"streamlit-alternatives","status":"publish","type":"post","link":"https:\/\/clickup.com\/blog\/streamlit-alternatives\/","title":{"rendered":"Top 10 Streamlit Alternatives to Explore in [year]"},"content":{"rendered":"\n<p>Streamlit is an open-source app-building platform that converts Python scripts into interactive web applications. It works great for rapid prototyping, quick data analysis, and creating machine learning (ML) model demos.&nbsp;<\/p>\n\n\n\n<p>As simple and easy to use Streamlit is, it lacks the features to build scalable applications with large datasets. Plus, Streamlit\u2019s rigid layouts, basic styling options, limited customization, and performance issues make it difficult to create feature-rich applications.&nbsp;<\/p>\n\n\n\n<p>So, here are the best Streamlit alternatives to help you build complex applications easily. These alternatives offer more flexibility and real-time collaboration.<\/p>\n\n\n<div class=\"wp-block-ub-table-of-contents-block ub_table-of-contents\" id=\"ub_table-of-contents-0a588bcb-1efb-4f59-b2d3-01d021edadef\" data-linktodivider=\"false\" data-showtext=\"show\" data-hidetext=\"hide\" data-scrolltype=\"auto\" data-enablesmoothscroll=\"false\" data-initiallyhideonmobile=\"false\" data-initiallyshow=\"true\"><div class=\"ub_table-of-contents-header-container\" style=\"\">\n\t\t\t<div class=\"ub_table-of-contents-header\" style=\"text-align: left; \">\n\t\t\t\t<div class=\"ub_table-of-contents-title\">Top 10 Streamlit Alternatives to Explore<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t<\/div><div class=\"ub_table-of-contents-extra-container\" style=\"\">\n\t\t\t<div class=\"ub_table-of-contents-container ub_table-of-contents-1-column \">\n\t\t\t\t<ul style=\"\"><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#1-what-should-you-look-for-in-streamlit-alternatives\" style=\"\">What Should You Look for in Streamlit Alternatives?<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#2-the-10-best-streamlit-alternatives\" style=\"\">The 10 Best Streamlit Alternatives<\/a><ul><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#3-1-dash-by-plotly-best-for-prototype-development-in-data-science-projects\" style=\"\">1. Dash by Plotly (Best for prototype development in data science projects)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#9-2-gradio-best-for-creating-machine-learning-app-demos\" style=\"\">2. Gradio (Best for creating machine learning app demos)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#14-3-panel-best-for-building-interactive-dashboards-in-python\" style=\"\">3. Panel (Best for building interactive dashboards in Python)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#19-4-anvil-best-for-advanced-app-customizations\" style=\"\">4. Anvil (Best for advanced app customizations)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#25-5-shiny-for-python-best-for-prototyping-web-applications\" style=\"\">5. Shiny for Python (Best for prototyping web applications)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#31-6-deepnote-best-for-real-time-collaboration-on-code\" style=\"\">6. Deepnote (Best for real-time collaboration on code)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#37-7-mercury-framework-best-for-jupyter-notebook-users\" style=\"\">7. Mercury Framework (Best for Jupyter Notebook users)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#42-8-taipy-best-for-data-visualization\" style=\"\">8. Taipy (Best for data visualization)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#47-9-datalore-best-for-ai-code-assistance\" style=\"\">9. Datalore (Best for AI code assistance)<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#53-10-pixelfree-studio-best-for-figma-users\" style=\"\">10. PixelFree Studio (Best for Figma users)<\/a><\/li><\/ul><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#58-other-interactive-data-application-tools\" style=\"\">Other Interactive Data Application Tools<\/a><ul><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#59-visualize-data-with-custom-dashboards\" style=\"\">Visualize data with custom dashboards<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#60-enhance-productivity-with-data-integrations\" style=\"\">Enhance productivity with data integrations<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#61-track-software-interactions-with-context-diagrams\" style=\"\">Track software interactions with context diagrams<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#62-analyze-trends-with-ai\" style=\"\">Analyze trends with AI<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#63-collaborate-with-stakeholders-in-real-time\" style=\"\">Collaborate with stakeholders in real time<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#64-streamline-workflows-and-automate-routine-tasks\" style=\"\">Streamline workflows and automate routine tasks<\/a><\/li><\/ul><\/li><\/ul>\n\t\t\t<\/div>\n\t\t<\/div><\/div>\n\n<div style=\"border: 3px solid #000000; border-radius: 0%; background-color: inherit; \" class=\"ub-styled-box ub-bordered-box wp-block-ub-styled-box\" id=\"ub-styled-box-0213ec0c-12dd-4ab9-97fb-1231e6b95420\">\n<h2 class=\"wp-block-heading\" id=\"0-%E2%8F%B0-60-seconds-summary\">\u23f0 60-Seconds Summary<\/h2>\n\n\n\n<p>Here are the best Streamlit alternatives to help you create interactive website applications:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Dash by Plotly:<\/strong> Best for prototype development in data science projects<\/li>\n\n\n\n<li><strong>Gradio: <\/strong>Best for creating machine learning app demos<\/li>\n\n\n\n<li><strong>Panel:<\/strong> Best for building interactive dashboards in Python<\/li>\n\n\n\n<li><strong>Anvil:<\/strong> Best for advanced app customizations<\/li>\n\n\n\n<li><strong>Shiny for Python:<\/strong> Best for prototyping web applications<\/li>\n\n\n\n<li><strong>Deepnote:<\/strong> Best for real-time collaboration on code<\/li>\n\n\n\n<li><strong>Mercury Framework:<\/strong> Best for Jupyter Notebook users<\/li>\n\n\n\n<li><strong>Taipy: <\/strong>Best for data visualization<\/li>\n\n\n\n<li><strong>Datalore:<\/strong> Best for AI code assistance<\/li>\n\n\n\n<li><strong>PixelFree Studio:<\/strong> Best for Figma users<\/li>\n<\/ol>\n\n\n\n<p>For code-free interactive data visualization, try <a href=\"https:\/\/clickup.com\/signup\">ClickUp<\/a>. It provides widgets, charts and graphs, progress bars, tables, etc. to track important development metrics. <\/p>\n\n\n\n<div class=\"wp-block-cu-buttons\"><a href=\"https:\/\/app.clickup.com\/login?product=ai&amp;ai=true\" class=\"cu-button cu-button--purple cu-button--improved\">Get AI-Powered Data Insights With ClickUp <\/a><\/div>\n\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"1-what-should-you-look-for-in-streamlit-alternatives\">What Should You Look for in Streamlit Alternatives?<\/h2>\n\n\n\n<p>Before we dive into the best Streamlit alternatives, here are a few features you must look out for when choosing your data visualization tool.<\/p>\n\n\n\n<p><strong>\ud83d\udccc Component customization<\/strong>: Select tools that let you create custom dashboards with various interactive elements beyond the basic inputs. Make sure they support interactive visualizations and offer styling components and themes<\/p>\n\n\n\n<p><strong>\ud83d\udccc Large dataset handling<\/strong>: Check how well the tool handles large or streaming datasets. Choose tools that support incremental data when building web applications so they can accommodate growing application requirements<\/p>\n\n\n\n<p><strong>\ud83d\udccc Workflow integration<\/strong>: Select tools that are compatible with your existing <a href=\"https:\/\/clickup.com\/blog\/tech-stack\/\">tech stack<\/a>. Make sure they support CI\/CD pipeline integration, testing frameworks, libraries, <a href=\"https:\/\/clickup.com\/blog\/flowchart-makers\/\">flowchart makers<\/a>, and other MLOps and DevOps tools<\/p>\n\n\n\n<p><strong>\ud83d\udccc Data source connectivity<\/strong>: Go for tools with native database connectors and API integration capabilities. This will help streamline processes effortlessly. Also, check if the tool supports different file formats and syncs data updates in real time<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"2-the-10-best-streamlit-alternatives\">The 10 Best Streamlit Alternatives<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-1-dash-by-plotly-best-for-prototype-development-in-data-science-projects\">1. Dash by Plotly (Best for prototype development in data science projects)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1378\" height=\"856\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image11-8.png\" alt=\"Streamlit alternative: Dash by Plotly\" class=\"wp-image-266416\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image11-8.png 1378w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image11-8-300x186.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image11-8-768x477.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image11-8-700x435.png 700w\" sizes=\"auto, (max-width: 1378px) 100vw, 1378px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/dash.plotly.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Dash by Plotly<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Just like Streamlit, Dash by Plotly is also an open-source platform for creating interactive web-based apps and dashboards. It is a Python-based framework for data scientists that makes visualizing and updating data in real time easy.&nbsp;<\/p>\n\n\n\n<p>However, Dash is faster than Streamlit and offers <strong>enterprise deployment options for production-grade apps<\/strong>. It also has multiple integrations\u2014for example, it integrates with Python data science stacks, including Plotly and Pandas, helping you <strong>create custom dashboards with higher interactivity levels<\/strong>. You can also integrate Google Sheets with Dash to create a <a href=\"https:\/\/clickup.com\/blog\/google-sheets-dashboard\/\">Google Sheets dashboard<\/a> within the Dash application and update it based on the changes in Google Sheets data.&nbsp;&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"4-dash-best-features\">Dash best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Run dashboards with Jupyter Notebook using jupyter-dash library<\/li>\n\n\n\n<li>Create appealing layouts using the Dash Design Kit<\/li>\n\n\n\n<li>Update specific parts of your app with basic and advanced callbacks<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"5-dash-limitations-\">Dash limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The software has a steep learning curve. You must understand components, views, callbacks, HTML, etc. to build larger apps<\/li>\n\n\n\n<li>The layout is restrictive without HTML. So, creating the desired web app look can be challenging<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"6-dash-pricing\">Dash pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free, open-source software<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"7-dash-by-plotly-ratings-and-reviews\">Dash by Plotly ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>4.8\/5 (30+ reviews)&nbsp;<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>Not enough reviews<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"8-what-do-users-say-about-dash-by-plotly\">What do users say about Dash by Plotly?<\/h4>\n\n\n\n<div class=\"wp-block-clickup-clickup-author-quote cu-author-quote undefined\"><blockquote class=\"cu-author-quote__quote\"><p><em>I absolutely adore how user-friendly Dash is! It&#8217;s so easy to get the hang of it and start creating interactive web apps. The fact that it&#8217;s built on top of Python means I can use all the Python skills I already have, which is a huge plus. The visualizations are top-notch, and updating the data in real-time feels like magic. However, while I enjoy using Dash, I do find that the layout can be a bit restrictive at times. It&#8217;s not always straightforward to achieve the exact look I want for my web apps, especially when I&#8217;m aiming for a very specific design. Also, when the apps start to get more complex, the performance can take a hit, which can be a bit frustrating.<\/em><\/p><\/blockquote><figure class=\"cu-author-quote__author-group\"><figcaption class=\"cu-author-quote__author-info\"><cite class=\"cu-author-quote__author-name\">G2 review<\/cite><\/figcaption><\/figure><\/div>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-c4c6332f-77ca-4f80-b0a4-443aab9e5c7b\">\n<p id=\"ub-styled-box-notification-content-\">\ud83d\udca1<strong>Pro Tip<\/strong>: Integrate Dash with Plotly\u2019s graphic library to access various interactive charts and maps and rich visualization options.<\/p>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"9-2-gradio-best-for-creating-machine-learning-app-demos\">2. Gradio (Best for creating machine learning app demos)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"718\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image10-10-1400x718.png\" alt=\"Streamlit alternatives: Gradio\" class=\"wp-image-266392\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image10-10-1400x718.png 1400w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image10-10-300x154.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image10-10-768x394.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image10-10-1536x788.png 1536w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image10-10-700x359.png 700w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image10-10.png 1600w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/www.gradio.app\/playground\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Gradio<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Gradio is an easy-to-use Streamlit alternative for <strong>creating web interfaces to demo your ML models<\/strong>. Unlike Streamlit, this Python framework is quick to set up, more intuitive, beginner-friendly, and more suitable for simpler apps.&nbsp;<\/p>\n\n\n\n<p>What makes Gradio popular is its ability to simplify ML models into demos or apps that a wider audience can easily understand. You can <strong>embed Gradio in your Python notebook, present it as a web page, and share apps using a public link<\/strong>, allowing teams to interact with the model remotely.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"10-gradio-best-features\">Gradio best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Create and use custom components in your apps with the Gradio custom components library<\/li>\n\n\n\n<li>Build and edit codes and view live changes with Gradio playground<\/li>\n\n\n\n<li>Create interactive demos and apps easily using pre-built elements like sliders, buttons, dropdowns, etc.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"11-gradio-limitations-\">Gradio limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gradio isn\u2019t optimized for managing heavy traffic in production environments<\/li>\n\n\n\n<li>It is specifically designed for ML\/AI apps and has limited customizations<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"12-gradio-pricing\">Gradio pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free, open-source<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"13-gradio-ratings-and-reviews\">Gradio ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>No reviews available<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>No reviews available<\/li>\n<\/ul>\n\n\n<div style=\"border: 3px dotted #9b51e0; border-radius: 0%; background-color: inherit; \" class=\"ub-styled-box ub-bordered-box wp-block-ub-styled-box\" id=\"ub-styled-box-a7cf2513-c605-45a0-b80e-d6909b6ff153\">\n<p id=\"ub-styled-box-bordered-content-\"><strong>\ud83e\udde0 Did you know?<\/strong> <a href=\"https:\/\/huggingface.co\/blog\/gradio-joins-hf\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Gradio was acquired<\/a> by Hugging Face \ud83e\udd17 in 2022. It is now part of their AI infrastructure, and you can find several public Gradio demos in Hugging Face Spaces showcasing different AI models.<\/p>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"14-3-panel-best-for-building-interactive-dashboards-in-python\">3. Panel (Best for building interactive dashboards in Python)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1002\" height=\"658\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image2-15.png\" alt=\"Streamlit alternatives: Panel\" class=\"wp-image-266393\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image2-15.png 1002w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image2-15-300x197.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image2-15-768x504.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image2-15-700x460.png 700w\" sizes=\"auto, (max-width: 1002px) 100vw, 1002px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/panel.holoviz.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Panel<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Like Streamlit, Panel\u2019s open-source library lets you <strong>create analytical website applications and interactive dashboards in pure Python<\/strong>. It is a web framework that integrates with PyData ecosystem, allowing you to create interactive data tables and visualizations and collaborate on them for more efficient workflows.&nbsp;<\/p>\n\n\n\n<p>Compared to Streamlit, Panel is more flexible and scalable with its <strong>wide array of layout and widget options<\/strong>. It is suitable for developing complex web apps with intricate user interfaces.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"15-panel-best-features\">Panel best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Create complex, multi-page exploratory apps with high-level reactive APIs and lower-level callback-based APIs<\/li>\n\n\n\n<li>Use Panel templates to create different app looks<\/li>\n\n\n\n<li>Customize data apps using a code editor, include check boxes as buttons, and layout objects using grid spec<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"16-panel-limitations-\">Panel limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Has a steep learning curve due to the extensive feature set\u2014widgets, libraries, etc.<\/li>\n\n\n\n<li>Panel is more Python-focused and less on HTML\/CSS, which makes it less responsive and limited in styling web apps&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"17-panel-pricing\">Panel pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free, open-source<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"18-panel-ratings-and-reviews\">Panel ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>No reviews available<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>No reviews available<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"19-4-anvil-best-for-advanced-app-customizations\">4. Anvil (Best for advanced app customizations)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"816\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/Anvil-1.gif\" alt=\"Streamlit alternatives: Anvil\" class=\"wp-image-266420\"\/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/anvil.works\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Anvil<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>If you\u2019re looking for high-level customizations, Anvil is a great Streamlit alternative. It has a <strong>drag-and-drop interface that allows you to customize UI elements<\/strong>, apply styles, and design the app the way you want.&nbsp;<\/p>\n\n\n\n<p>Contrary to Streamlit, Anvil has a robust built-in database to <strong>update, edit, and delete data using Python statements<\/strong>. You can store app files and machine learning models in the cloud, connect to Python notebooks, add custom domains, connect with external APIs, and ensure data security with built-in two-factor authentication.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"20-anvil-best-features\">Anvil best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Write and edit code directly in modern web browsers with a web-based IDE (Integrated Development Environment)<\/li>\n\n\n\n<li>Query, edit, and delete data and connect apps to data with a built-in Python database system<\/li>\n\n\n\n<li>Run Anvil apps across environments with an open-source Anvil app server<\/li>\n\n\n\n<li>Automatically publish Anvil apps in one click, choosing public or private hosting<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"21-anvil-limitations-\">Anvil limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Some features are not functional. For example, the DataGrid component full-width doesn\u2019t work, which leaves users with tiny texts<\/li>\n\n\n\n<li>Some users say that the paywall for custom features is high<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"22-anvil-pricing\">Anvil pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free forever<\/strong><\/li>\n\n\n\n<li><strong>Hobby<\/strong>: $15\/month<\/li>\n\n\n\n<li><strong>Business<\/strong>: $109 per developer\/month<\/li>\n\n\n\n<li><strong>Enterprise (on-site)<\/strong>: Custom pricing<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"23-anvil-ratings-and-reviews\">Anvil ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>Not enough reviews&nbsp;<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>No reviews available<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"24-what-do-users-say-about-anvil\">What do users say about Anvil?<\/h4>\n\n\n\n<div class=\"wp-block-clickup-clickup-author-quote cu-author-quote undefined\"><blockquote class=\"cu-author-quote__quote\"><p><em>Speed to prototype is excellent since components are just drag and drop. Adding Python libraries and customizing packages is supported. However, some features don&#8217;t work properly so getting to a refined production-level result is either very difficult or impossible. (e.g. Data Grid component full-width doesn&#8217;t work, so users are squinting at tiny text). Getting support is effectively impossible, and customer forums are inconsistent and occasionally hostile.<\/em><\/p><\/blockquote><figure class=\"cu-author-quote__author-group\"><figcaption class=\"cu-author-quote__author-info\"><cite class=\"cu-author-quote__author-name\">\u00a0G2 review<\/cite><\/figcaption><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"25-5-shiny-for-python-best-for-prototyping-web-applications\">5. Shiny for Python (Best for prototyping web applications)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1380\" height=\"875\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image5-16.png\" alt=\"Streamlit alternatives: Shiny for Python\" class=\"wp-image-266401\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image5-16.png 1380w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image5-16-300x190.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image5-16-768x487.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image5-16-700x444.png 700w\" sizes=\"auto, (max-width: 1380px) 100vw, 1380px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/shiny.posit.co\/py\/docs\/overview.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Shiny for Python<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Shiny for Python helps developers <strong>prototype interactive web applications and create simple visualizations <\/strong>within a few hours. It makes app building easy for R programmers who aren\u2019t necessarily experts at web development.<\/p>\n\n\n\n<p>What makes Shiny better than Streamlit is its reactive execution. Shiny does not re-render apps when there is a change in inputs. Instead, it <strong>tracks the relationships between components to minimally re-render the ones that need to be updated<\/strong>. Thus, it speeds up application development and improves the overall user experience.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"26-shiny-best-features\">Shiny best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Build apps with ease using pre-built templates of basic apps, dashboards, data entry, and streaming updates&nbsp;<\/li>\n\n\n\n<li>Create app layouts using a wide range of components, including navbars, sidebars, tabs, panels, cards, and arrange elements the way you like<\/li>\n\n\n\n<li>Automatically update outputs based on user inputs and create dynamic UIs with reactive programming<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"27-shiny-limitations-\">Shiny limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Shiny integrations can be complex and troublesome initially<\/li>\n\n\n\n<li>Too complex for building simple dashboards or BI workflows&nbsp;<\/li>\n\n\n\n<li>App deployment is a hassle as most deployment options are available in the paid plans<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"28-shiny-pricing\">Shiny pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Shiny is an open-source, free-to-use platform. However, deploying Shiny apps requires you to use its free or paid hosting services<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"29-shiny-ratings-and-reviews\">Shiny ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>Not enough reviews&nbsp;<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>Not enough reviews<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"30-what-do-users-say-about-shiny-for-python\">What do users say about Shiny for Python?<\/h4>\n\n\n\n<div class=\"wp-block-clickup-clickup-author-quote cu-author-quote undefined\"><blockquote class=\"cu-author-quote__quote\"><p><em>Overall, we had a great experience utilizing Shiny in some of our analytics projects. Limiting its use for the right use cases, we&#8217;re able to take advantage of its flexibility and relative ease-of-use for R programmers who aren&#8217;t necessarily good at web development<\/em>.<\/p><\/blockquote><figure class=\"cu-author-quote__author-group\"><figcaption class=\"cu-author-quote__author-info\"><cite class=\"cu-author-quote__author-name\">Capterra review<\/cite><\/figcaption><\/figure><\/div>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-ad7bc7bd-23ac-4549-b405-15dec177eaed\">\n<p id=\"ub-styled-box-notification-content-\"><strong>\ud83d\udca1Pro Tip<\/strong>: Use the \u2018shiny.react\u2019 package to use your dynamic React library components to build dynamic apps and interactive data visualizations.<\/p>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"31-6-deepnote-best-for-real-time-collaboration-on-code\">6. Deepnote (Best for real-time collaboration on code)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1380\" height=\"882\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image13-6.png\" alt=\"Streamlit alternatives: Deepnote\" class=\"wp-image-266417\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image13-6.png 1380w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image13-6-300x192.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image13-6-768x491.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image13-6-700x447.png 700w\" sizes=\"auto, (max-width: 1380px) 100vw, 1380px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/deepnote.com\/docs\/notebooks\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Deepnote<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Deepnote is for those looking for user-friendly, collaboration-focused, and AI-driven Streamline alternatives. It is a simple, <strong>robust platform that lets data science teams work collaboratively<\/strong> and edit notebooks simultaneously, enhancing team productivity.&nbsp;<\/p>\n\n\n\n<p>The most useful thing about Deepnote is its <strong>cloud-based framework, which helps you work on your project dashboards from anywhere<\/strong> and share the outcomes with others. Plus, its AI integration helps build analytical web applications with smart code completion, automatic data cleaning, and various techniques like hyperparameter tuning and feature selection.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"32-deepnote-best-features\">Deepnote best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Work with multiple people on a notebook in real time with built-in version control and commenting<\/li>\n\n\n\n<li>Build and deploy interactive data apps directly from the notebooks and share insights and reports with teams<\/li>\n\n\n\n<li>Customize environments by specifying libraries and dependencies to optimize app performance<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"33-deepnote-limitations-\">Deepnote limitations<strong>&nbsp;<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Even small feature changes in a block of code require you to run the entire notebook, making the process tedious and cumbersome<\/li>\n\n\n\n<li>Long loading time for larger projects and frequent crashes that might disrupt your workflow<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"34-deepnote-pricing\">Deepnote pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free<\/strong><\/li>\n\n\n\n<li><strong>Team<\/strong>: $59 per editor\/month<\/li>\n\n\n\n<li><strong>Enterprise<\/strong>: Custom pricing<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"35-deepnote-ratings-and-reviews\">Deepnote ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>4.5\/5 (220+ reviews)&nbsp;<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>Not enough reviews<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"36-what-do-users-say-about-deepnote\">What do users say about Deepnote?<\/h4>\n\n\n\n<div class=\"wp-block-clickup-clickup-author-quote cu-author-quote undefined\"><blockquote class=\"cu-author-quote__quote\"><p><em>I love Deepnote&#8217;s UI. It makes working with small- to midsized datasets super easy and adds useful collaborative features. Their &#8220;App&#8221; approach for internal dashboards reminds me of Retool and is a fantastic feature to share insights generated with non-technical team members without time-heavy preparation (pasting generated graphs into PowerPoint or such). However, for very small datasets, especially if collaboration isn&#8217;t needed, Deepnote can be a tad too heavy, and running Jupyter (or similar tooling) locally circumvents the need to expose your Data via API or uploading it first.<\/em><\/p><\/blockquote><figure class=\"cu-author-quote__author-group\"><figcaption class=\"cu-author-quote__author-info\"><cite class=\"cu-author-quote__author-name\">\u00a0G2 review<\/cite><\/figcaption><\/figure><\/div>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-2b97ff33-53cc-4143-85e4-cb7c1c86c7a9\">\n<p id=\"ub-styled-box-notification-content-\"><strong>\ud83d\udcd6 Read More<\/strong>: <a href=\"https:\/\/clickup.com\/blog\/react-alternatives\/\">Top React Alternatives for Frontend Developers<\/a><\/p>\n\n\n<\/div>\n\n<div style=\"border: 3px solid #9b51e0; border-radius: 0%; background-color: inherit; \" class=\"ub-styled-box ub-bordered-box wp-block-ub-styled-box\" id=\"ub-styled-box-bcdb9c9a-299d-47b1-a333-a924ce34fc0d\">\n<p id=\"ub-styled-box-bordered-content-\"><strong>\ud83d\udceeClickUp Insight:<\/strong> <a href=\"https:\/\/clickup.com\/blog\/team-communication-survey\/\">37% of workers send follow-up notes or meeting minutes<\/a> to track action items, but 36% still rely on other, fragmented methods. <\/p>\n\n\n\n<p>Without a unified system for capturing decisions, key insights you need may get buried in chats, emails, spreadsheets, or even other tools. With ClickUp, you can instantly turn conversations into actionable tasks across all your tasks, chats, and docs\u2014ensuring nothing falls through the cracks.<\/p>\n\n\n\n<div class=\"wp-block-cu-buttons\"><a href=\"https:\/\/clickup.com\/signup?utm_source=organic&amp;utm_medium=owned&amp;utm_campaign=org_owned_ar_aau_aw_blog_all-devices_x_lp_x_all-departments_x_clickup_insights&amp;utm_term=2022-01-01&amp;utm_content=us_interest_x\" class=\"cu-button cu-button--purple cu-button--improved\">Try ClickUp For Free<\/a><\/div>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"37-7-mercury-framework-best-for-jupyter-notebook-users\">7. Mercury Framework (Best for Jupyter Notebook users)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"800\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image6-17.png\" alt=\"Streamlit alternatives: Mercury Framework\" class=\"wp-image-266406\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image6-17.png 1000w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image6-17-300x240.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image6-17-768x614.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image6-17-700x560.png 700w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/runmercury.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Mercury Framework<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Mercury\u2019s web application framework is primarily for Jupyter Notebook users. Using the platform, you don\u2019t have to rewrite your data analysis from Jupyter notebooks to Python scripts.&nbsp;<\/p>\n\n\n\n<p>It\u2019s data visualization features help analyze and interpret data. The tool also has a robust feature set to <strong>create interactive applications, websites, full-stack web apps, reports, and dashboards<\/strong>. Plus, you can use OutputDir to download notebook files and export PDF\/HTML notebooks.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"38-mercury-framework-best-features\">Mercury Framework best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Create dynamic UIs with a range of interactive widgets like sliders, dropdowns, text boxes, etc.<\/li>\n\n\n\n<li>Access cell-level control to monitor the re-executed cells during app modification to optimize performance<\/li>\n\n\n\n<li>Use access controls to ensure app security with built-in authentication<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"39-mercury-framework-limitations-\">Mercury Framework limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mercury has limited customizations&nbsp;<\/li>\n\n\n\n<li>For non-Jupyter users, using Mercury might require training&nbsp;<\/li>\n\n\n\n<li>Designed to work with Jupyter Notebooks, which might not be suitable for standalone web applications&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"40-mercury-framework-pricing\">Mercury Framework pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mercury is a free, open-source platform. However, it offers free and paid plans for app deployment<\/li>\n<\/ul>\n\n\n\n<p><strong>Mercury Cloud plans:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Starter<\/strong>: Free<\/li>\n\n\n\n<li><strong>Pro<\/strong>: $49\/month<\/li>\n\n\n\n<li><strong>Business<\/strong>: $149\/month<\/li>\n<\/ul>\n\n\n\n<p><strong>Self-hosted plans:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free<\/strong><\/li>\n\n\n\n<li><strong>Commercial<\/strong>: $1000\/year<\/li>\n\n\n\n<li><strong>Enterprise<\/strong>: $10,000\/year<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"41-mercury-framework-ratings-and-reviews\">Mercury Framework ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>No reviews available<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>No reviews available<\/li>\n<\/ul>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-71473ccd-3d93-4245-9dcd-6dbdb12dc6f5\">\n<p id=\"ub-styled-box-notification-content-\"><strong>\ud83d\udcd6 Read More<\/strong>: <a href=\"https:\/\/clickup.com\/blog\/jupyter-alternatives\/\">10 Jupyter Notebook Alternatives and Competitors<\/a><\/p>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"42-8-taipy-best-for-data-visualization\">8. Taipy (Best for data visualization)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"973\" height=\"619\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image14-6.png\" alt=\"Streamlit alternatives: Taipy\" class=\"wp-image-266408\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image14-6.png 973w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image14-6-300x191.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image14-6-768x489.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image14-6-700x445.png 700w\" sizes=\"auto, (max-width: 973px) 100vw, 973px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/taipy.io\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Taipy<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Like <a href=\"https:\/\/clickup.com\/blog\/best-dashboard-software\/\">dashboard software<\/a>, Taipy has powerful <strong>data visualization tools to help you create interactive dashboards<\/strong> using tables, charts, graphs, and maps. It is a scalable platform that caters to complex applications that demand high performance.<\/p>\n\n\n\n<p>While Streamlit is mainly for prototyping, Taipy is <strong>built for both prototyping and production<\/strong>. It runs front-end and back-end on separate threads, so the app does not crash when you have apps running in the background.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"43-taipy-best-features\">Taipy best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Use advanced data visualization capabilities to present data insights in diverse ways<\/li>\n\n\n\n<li>Customize apps and dashboards using pre-built or custom themes&nbsp;<\/li>\n\n\n\n<li>Integrate with Taipy Studio to access the graphical editor<\/li>\n\n\n\n<li>Run heavy tasks in the background without slowing down current workflows<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"44-taipy-limitations\">Taipy limitations<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Taipy Cloud has some uploading glitches, and page re-rendering is slow<\/li>\n\n\n\n<li>Being relatively new, Taipy lacks resources to help users make the most of the platform<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"45-taipy-pricing\">Taipy pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Taipy is a free, open-source library. However, it also offers custom business and enterprise plans<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"46-taipy-ratings-and-reviews\">Taipy ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>No reviews available&nbsp;<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>No reviews available&nbsp;<\/li>\n<\/ul>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-73860e35-0b49-4a8a-bebd-535925f7d89a\">\n<p id=\"ub-styled-box-notification-content-\"><strong>\ud83d\udcd6 Read More<\/strong>: Looking for more tools to build custom project dashboards? Check out these <a href=\"https:\/\/clickup.com\/blog\/softr-alternatives\/\">Softr Alternatives to Build Project Dashboards<\/a><\/p>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"47-9-datalore-best-for-ai-code-assistance\">9. Datalore (Best for AI code assistance)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1380\" height=\"863\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image7-13.png\" alt=\"Datalore (Best for AI code assistance)\" class=\"wp-image-266409\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image7-13.png 1380w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image7-13-300x188.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image7-13-768x480.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image7-13-700x438.png 700w\" sizes=\"auto, (max-width: 1380px) 100vw, 1380px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/www.jetbrains.com\/datalore\/individuals\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Datalore<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Datalore, by JetBrains, is an intelligent, collaborative platform for data visualization and analysis. It combines Jupyter Notebooks with AI code assistance that helps <strong>complete codes and create interactive dashboards<\/strong> for your business use cases.&nbsp;<\/p>\n\n\n\n<p>Datalore allows environment managers to <strong>tailor custom environments and interactive controls to create dynamic dashboards<\/strong> and apps. It can also be hosted in a private cloud or on-premises, catering to your extra customization and security needs.&nbsp;&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"48-datalore-best-features\">Datalore best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Use smart coding assistance for Python, Scala, Kotlin, and R to create various apps<\/li>\n\n\n\n<li>Convert notebooks into interactive data stories and share static or interactive reports with stakeholders<\/li>\n\n\n\n<li>Collaborate on code with your team in real time and share notebooks using links or email invitations<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"49-datalore-limitations-\">Datalore limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>According to a few users, Datalore has limited storage, which results in losing data when working with large datasets<\/li>\n\n\n\n<li>The software has bugs and requires restarts&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"50-datalore-pricing\">Datalore pricing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Cloud Free<\/strong><\/li>\n\n\n\n<li><strong>Cloud<\/strong>: $35 per user\/month<\/li>\n\n\n\n<li><strong>On-premises<\/strong>: Custom pricing&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"51-datalore-ratings-and-reviews\">Datalore ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>Not enough reviews&nbsp;<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>Not enough reviews<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"52-what-do-users-say-about-datalore\">What do users say about Datalore?<\/h4>\n\n\n\n<div class=\"wp-block-clickup-clickup-author-quote cu-author-quote undefined\"><blockquote class=\"cu-author-quote__quote\"><p><em>It is good, especially for package management and reporting. However, it requires fine grade permission management on sharing notebooks and reports, I think most enterprise companies require this.<\/em><\/p><\/blockquote><figure class=\"cu-author-quote__author-group\"><figcaption class=\"cu-author-quote__author-info\"><cite class=\"cu-author-quote__author-name\">Capterra review<\/cite><\/figcaption><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"53-10-pixelfree-studio-best-for-figma-users\">10. PixelFree Studio (Best for Figma users)<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"760\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image1-15-1400x760.png\" alt=\"PixelFree Studio (Best for Figma users)\" class=\"wp-image-266418\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image1-15-1400x760.png 1400w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image1-15-300x163.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image1-15-768x417.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image1-15-1536x834.png 1536w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image1-15-700x380.png 700w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image1-15.png 1600w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><em>via <\/em><a href=\"https:\/\/pixelfreestudio.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>PixelFree Studio<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>PixelFree Studio is a low-code application development platform that seamlessly <strong>converts designs into understandable codes<\/strong>.&nbsp;With PixelFree, you can <strong>generate PRO-Code in six programming languages<\/strong>\u2014HTML5, React, Vue, Angular, C# for desktop, and #C for web app to match your intended application design.&nbsp;<\/p>\n\n\n\n<p>Plus, you can host it from anywhere without depending on libraries or frameworks, helping you implement a more flexible development process.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"54-pixelfree-studio-best-features\">PixelFree Studio best features<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Import Figma designs quickly and automate converting designs into human-readable codes<\/li>\n\n\n\n<li>Generate native codes that match your visual application design<\/li>\n\n\n\n<li>Collaborate with your team on code in real time<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"55-pixelfree-studio-limitations-\">PixelFree Studio limitations&nbsp;<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The software heavily relies on Figma for importing designs. So, non-Figma users might find it less accessible<\/li>\n\n\n\n<li>With no libraries or frameworks, PixelFree might lack built-in components for apps and dashboards<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"56-pixelfree-studio-pricing\">PixelFree Studio pricing<\/h4>\n\n\n\n<p>PixelFree Studio has separate plans for single and business licenses. Here are the business license plans.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>$49.95\/month<\/li>\n\n\n\n<li>$499\/year<\/li>\n\n\n\n<li>Custom pricing for enterprise solution<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"57-pixelfree-studio-ratings-and-reviews\">PixelFree Studio ratings and reviews<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>G2:&nbsp;<\/strong>No reviews available<\/li>\n\n\n\n<li><strong>Capterra:&nbsp;<\/strong>No reviews available<\/li>\n<\/ul>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-6539e1fb-f36d-467e-8c5e-654d61ed77f9\">\n<p id=\"ub-styled-box-notification-content-\"><strong>\ud83d\udcd6 Read More<\/strong>: <a href=\"https:\/\/clickup.com\/blog\/separation-of-concerns-in-flutter-applications\/\">Separation of Concerns in Flutter Applications<\/a><\/p>\n\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"58-other-interactive-data-application-tools\">Other Interactive Data Application Tools<\/h2>\n\n\n\n<p>Streamlit and most Streamlit alternatives are code-focused. They require technical expertise for data visualization. This limits their access to non-tech users.&nbsp;<\/p>\n\n\n\n<p>However, data visualization does not have to be this complicated.&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/clickup.com\/\">ClickUp<\/a> is a versatile, <strong>code-free interactive data application tool that makes interpreting data easy<\/strong>. Its enterprise-grade infrastructure supports visualizing and analyzing large datasets to help you make informed decisions.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"59-visualize-data-with-custom-dashboards\">Visualize data with custom dashboards<\/h3>\n\n\n\n<div class=\"wp-block-create-block-cu-image-with-overlay\"><div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><div class=\"cu-image-with-overlay__overlay\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/02\/cu-dashboards.png\" alt=\"Visualize data with ClickUp Dashboards\" class=\"image skip-lazy cu-image-with-overlay__image\" style=\"width:100%;height:auto\"\/><div class=\"cu-image-with-overlay__cta-wrap\"><a href=\"https:\/\/app.clickup.com\/login?product=dashboards\" class=\"cu-image-with-overlay__cta cu-image-with-overlay__cta--#7c68ee\" data-segment-track-click=\"true\" data-segment-section-model-name=\"imageCTA\" data-segment-button-clicked=\"Get Started with ClickUp Dashboards\" data-segment-props=\"{&quot;location&quot;:&quot;body&quot;,&quot;sectionModelName&quot;:&quot;imageCTA&quot;,&quot;buttonClicked&quot;:&quot;Get Started with ClickUp Dashboards&quot;}\">Get Started with ClickUp Dashboards<\/a><\/div><\/div><figcaption class=\"wp-element-caption\">Visualize data with ClickUp Dashboards<\/figcaption><\/figure><\/div><\/div>\n\n\n\n<p>Build extensive interactive <a href=\"https:\/\/clickup.com\/features\/dashboards\">ClickUp Dashboards<\/a> that give stakeholders an <strong>at-a-glance view of the current process, goals, upcoming tasks, priorities, improvements, and other details<\/strong>. Add widgets, charts and graphs, progress bars, tables, etc. to provide a bird\u2019s eye view of everything\u2014from team productivity to important development metrics.&nbsp;<\/p>\n\n\n\n<p>Want to know about using ClickUp Dashboards? Watch this video. \ud83d\udc47<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ClickUp Dashboards | Dashboards for Project Managers\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Pw2q2QQYbLE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"60-enhance-productivity-with-data-integrations\">Enhance productivity with data integrations<\/h3>\n\n\n\n<p>Connect with over 1000 <a href=\"https:\/\/clickup.com\/integrations\">ClickUp Integrations<\/a>, from Figma to GitHub, to <strong>import data, streamline processes, and access all workflows without switching platforms<\/strong>. ClickUp\u2019s native integrations enable you to connect the platform with your existing tech stack for seamless operations.&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"61-track-software-interactions-with-context-diagrams\">Track software interactions with context diagrams<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"907\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image3-12-1400x907.png\" alt=\"ClickUp Whiteboards\" class=\"wp-image-266412\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image3-12-1400x907.png 1400w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image3-12-300x194.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image3-12-768x498.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image3-12-700x454.png 700w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image3-12.png 1512w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><em>Create context diagrams using ClickUp Whiteboards<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Visualize complex system relationships with <a href=\"https:\/\/clickup.com\/features\/whiteboards\">ClickUp Whiteboards<\/a>. <strong>Use different color-coded lines to differentiate interactions<\/strong>, add detailed notes for each connection point, and make real-time adjustments using the drag-and-drop interface.<\/p>\n\n\n\n<p>Collaborate with your team on context diagrams and create <a href=\"https:\/\/clickup.com\/features\/tasks\">ClickUp Tasks<\/a> directly from the diagram components. You can also use ClickUp\u2019s <a href=\"https:\/\/clickup.com\/blog\/context-diagram-templates\/\">context diagram templates<\/a> to speed up the process.<\/p>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-c4df8fa0-60a4-4fa6-97fb-014ed638a64f\">\n<p id=\"ub-styled-box-notification-content-\"><strong>\ud83d\udcd6 Read More<\/strong>: <a href=\"https:\/\/clickup.com\/blog\/draw-io-alternatives\/\">Best Draw.io\/Diagrams.net Alternatives &amp; Competitors<\/a><\/p>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"62-analyze-trends-with-ai\">Analyze trends with AI<\/h3>\n\n\n\n<div class=\"wp-block-create-block-cu-image-with-overlay\"><div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><div class=\"cu-image-with-overlay__overlay\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image4-13.png\" alt=\"ClickUp Brain \" class=\"image skip-lazy cu-image-with-overlay__image\" style=\"width:100%;height:auto\"\/><div class=\"cu-image-with-overlay__cta-wrap\"><a href=\"https:\/\/app.clickup.com\/login?product=ai&amp;ai=true\" class=\"cu-image-with-overlay__cta cu-image-with-overlay__cta--#7c68ee\" data-segment-track-click=\"true\" data-segment-section-model-name=\"imageCTA\" data-segment-button-clicked=\"Try ClickUp Brain for free\" data-segment-props=\"{&quot;location&quot;:&quot;body&quot;,&quot;sectionModelName&quot;:&quot;imageCTA&quot;,&quot;buttonClicked&quot;:&quot;Try ClickUp Brain for free&quot;}\">Try ClickUp Brain for free<\/a><\/div><\/div><figcaption class=\"wp-element-caption\">Understand key data insights with ClickUp Brain <\/figcaption><\/figure><\/div><\/div>\n\n\n\n<p>Automate analyzing datasets and get AI-powered insights with <a href=\"https:\/\/clickup.com\/ai\">ClickUp Brain<\/a>. <strong>Extract key patterns, identify correlations, and generate summaries of complex datasets<\/strong>. You can ask AI to explain the data trends in simple language for better clarity.&nbsp; Additionally, you can generate reports, get suggestions based on historical trends, and identify anomalies before they impact your project.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"63-collaborate-with-stakeholders-in-real-time\">Collaborate with stakeholders in real time<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1271\" height=\"699\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image9-10.png\" alt=\"Streamline communication with ClickUp Chat\" class=\"wp-image-266414\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image9-10.png 1271w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image9-10-300x165.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image9-10-768x422.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image9-10-700x385.png 700w\" sizes=\"auto, (max-width: 1271px) 100vw, 1271px\" \/><figcaption class=\"wp-element-caption\"><em>Keep your team posted on latest development updates in real time with ClickUp Chat<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Leverage <a href=\"https:\/\/clickup.com\/features\/docs\">ClickUp Docs<\/a> and <a href=\"https:\/\/clickup.com\/features\/chat\">ClickUp Chat<\/a> to collaborate on app designs, code, context diagrams, and workflows. While ClickUp Docs can help you centralize your app development resources, feature requests, and feedback, its chat functionality can streamline communication among team members so nobody misses out on anything.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"64-streamline-workflows-and-automate-routine-tasks\">Streamline workflows and automate routine tasks<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"531\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image8-8.png\" alt=\"ClickUp Automations to streamline workflows\" class=\"wp-image-266415\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image8-8.png 800w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image8-8-300x199.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image8-8-768x510.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/image8-8-700x465.png 700w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Streamline workflows with ClickUp Automations<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Use ClickUp\u2019s 100+ <a href=\"https:\/\/clickup.com\/features\/automations\">Custom Automation Templates<\/a> to manage routine jobs, analyze data, create standard reports, and manage project handoffs. You can <strong>automate development workflows like code review, design approval, sending notifications of review completion, creating deployment checklists<\/strong>, and more.&nbsp;<\/p>\n\n\n\n<p>With all of ClickUp\u2019s robust features, you must be wondering about the pricing plans. Here\u2019s a quick look into ClickUp\u2019s pricing.<\/p>\n\n\n<div class=\"pricing-wrapper\">\n<!-- hide toggle for now -->\n<div class=\"pricing-toggle-container\" style=\"display: none;\">\n    <div class=\"pricing-toggle isMonthly\">\n        <button class=\"pricing-toggle-item \" id=\"yearly-toggle\">\n            Yearly\n        <\/button>\n        <button class=\"pricing-toggle-item pricing-toggle-active\" id=\"monthly-toggle\">\n            Monthly\n        <\/button>\n    <\/div>\n<\/div>\n\n<!-- Dynamic Pricing Cards -->\n    <div class=\"pricing-card-container\">\n                    <div>\n    <div class=\"pricing-card pricing-card-free-forever\" style=\"--primary-color: 0, 184, 132\">\n        <div class=\"pricing-tier\">\n            free forever\n                    <\/div>\n                <div class=\"pricing-price\">\n            <span class=\"pricing-price-wrapper\">\n                <span class=\"pricing-price-yearly\" data-price=\"Free\">\n                                            Free\n                                    <\/span>\n                <span class=\"pricing-price-monthly\" data-price=\"Free\">\n                                            Free\n                                    <\/span>\n            <\/span>\n            <div class=\"tier-foot-note\"><\/div>\n        <\/div>\n                        <div class=\"pricing-cta-button-wrapper\">\n                            <!-- Render <button> for other tiers -->\n                <button class=\"cta-button cu-button button\"\n                        data-beta\n                        data-ga-click-tracking\n                        ga-event=\"click web\"\n                        ga-label=\"blog pricing table\"\n                        data-ga-tracking=\"ftmlead\"\n                        ga-category=\"get started - free forever\"\n                                                    onclick=\"showSignUpOverlay(undefined);\"\n                                                >\n                        Get Started\n                <\/button>\n                    <\/div>\n        <div class=\"list-title\">Key Features:<\/div>\n        <div class=\"pricing-features-list\">\n                                            <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>60MB Storage<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>Unlimited Tasks<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>Unlimited Free Plan Members<\/span>\n                <\/div>\n                                    <\/div>\n    <\/div>\n<\/div>\n                    <div>\n    <div class=\"pricing-card pricing-card-unlimited\" style=\"--primary-color: 250, 18, 227\">\n        <div class=\"pricing-tier\">\n            unlimited\n                    <\/div>\n                <div class=\"pricing-price\">\n            <span class=\"pricing-price-wrapper\">\n                <span class=\"pricing-price-yearly\" data-price=\"$7\">\n                                            $7\n                                    <\/span>\n                <span class=\"pricing-price-monthly\" data-price=\"$10\">\n                                            $10\n                                    <\/span>\n            <\/span>\n            <div class=\"tier-foot-note\">per user per month<\/div>\n        <\/div>\n                        <div class=\"pricing-cta-button-wrapper\">\n                            <!-- Render <button> for other tiers -->\n                <button class=\"cta-button cu-button button\"\n                        data-beta\n                        data-ga-click-tracking\n                        ga-event=\"click web\"\n                        ga-label=\"blog pricing table\"\n                        data-ga-tracking=\"ftmlead\"\n                        ga-category=\"get started - unlimited\n                        \"\n                                                    onclick=\"showSignUpOverlay({ free_trial_plan: 'unlimited' });\"\n                                                >\n                        Get started\n                <\/button>\n                    <\/div>\n        <div class=\"list-title\">Everything in Free Forever, plus:<\/div>\n        <div class=\"pricing-features-list\">\n                                            <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>Unlimited Storage<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>ClickUp Chat<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>Native Time Tracking<\/span>\n                <\/div>\n                                    <\/div>\n    <\/div>\n<\/div>\n                    <div>\n    <div class=\"pricing-card pricing-card-business\" style=\"--primary-color: 31, 124, 255\">\n        <div class=\"pricing-tier\">\n            business\n                            <div class=\"popular popular-badge\">\n                    Popular\n                <\/div>\n                    <\/div>\n                <div class=\"pricing-price\">\n            <span class=\"pricing-price-wrapper\">\n                <span class=\"pricing-price-yearly\" data-price=\"$12\">\n                                            $12\n                                    <\/span>\n                <span class=\"pricing-price-monthly\" data-price=\"$19\">\n                                            $19\n                                    <\/span>\n            <\/span>\n            <div class=\"tier-foot-note\">per user per month<\/div>\n        <\/div>\n                        <div class=\"pricing-cta-button-wrapper\">\n                            <!-- Render <button> for other tiers -->\n                <button class=\"cta-button cu-button button\"\n                        data-beta\n                        data-ga-click-tracking\n                        ga-event=\"click web\"\n                        ga-label=\"blog pricing table\"\n                        data-ga-tracking=\"ftmlead\"\n                        ga-category=\"get started - business\n                        \"\n                                                    onclick=\"showSignUpOverlay({ free_trial_plan: 'business' });\"\n                                                >\n                        Get started\n                <\/button>\n                    <\/div>\n        <div class=\"list-title\">Everything in Unlimited, plus:<\/div>\n        <div class=\"pricing-features-list\">\n                                            <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><circle cx=\"9\" cy=\"9\" r=\"7.5\" fill=\"currentColor\"><\/circle><path d=\"M6.75 9L8.25 10.5L11.25 7.5\" stroke=\"#202020\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>Google SSO<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><circle cx=\"9\" cy=\"9\" r=\"7.5\" fill=\"currentColor\"><\/circle><path d=\"M6.75 9L8.25 10.5L11.25 7.5\" stroke=\"#202020\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>Custom Exporting<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><circle cx=\"9\" cy=\"9\" r=\"7.5\" fill=\"currentColor\"><\/circle><path d=\"M6.75 9L8.25 10.5L11.25 7.5\" stroke=\"#202020\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>5K Monthly Automations<\/span>\n                <\/div>\n                                    <\/div>\n    <\/div>\n<\/div>\n                    <div>\n    <div class=\"pricing-card pricing-card-enterprise\" style=\"--primary-color: 44, 42, 65\">\n        <div class=\"pricing-tier\">\n            enterprise\n                    <\/div>\n                            <div class=\"pricing-explanation-enterprise\">Get a Custom Demo<\/div>\n                <div class=\"pricing-cta-button-wrapper\">\n                            <!-- Render <a> for Enterprise -->\n                <a class=\"cta-button button\"\n                href=\"https:\/\/clickup.com\/contact\/contact-sales\"\n                target=\"_blank\"\n                rel=\"noopener noreferrer\"\n                data-ga-click-tracking\n                ga-event=\"click web\"\n                ga-label=\"blog pricing table\"\n                data-ga-tracking=\"ftmlead\"\n                ga-category=\"contact sales - enterprise\">\n                    Contact sales\n                <\/a>\n                    <\/div>\n        <div class=\"list-title\">Everything in Business, plus:<\/div>\n        <div class=\"pricing-features-list\">\n                                            <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>White Labeling<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>Live Onboarding Training<\/span>\n                <\/div>\n                                <div class=\"pricing-feature\">\n                    <svg class=\"pricing-card-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" aria-hidden=\"true\"><path d=\"M5.25 9.375L7.875 12L12.75 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n                    <span>250K Monthly Automations<\/span>\n                <\/div>\n                                    <\/div>\n    <\/div>\n<\/div>\n            <\/div>\n\n<div class=\"cta-see-more-button-wrapper\">\n    <a class=\"cta-see-more-button\"\n    href=\"https:\/\/clickup.com\/pricing\"\n    target=\"_blank\"\n    rel=\"noopener noreferrer\"\n    data-ga-click-tracking\n    ga-event=\"click web\"\n    ga-label=\"blog pricing table\"\n    ga-category=\"see more features\"\n    data-ga-tracking=\"ftmlead\">\n        See more features\n    <\/a>\n    <\/div>\n<div class=\"pricing-disclaimer\">* Prices when billed annually<\/div>\n<\/div>\n\n<div class=\"ai-pricing-callout\">\n    <div class=\"ai-pricing-callout__content\">\n        <div class=\"ai-pricing-callout__text\">\n            <div class=\"ai-pricing-callout__title\">The world's most complete work AI, starting at $9 per month<\/div>\n            <div class=\"ai-pricing-callout__subtitle\">ClickUp Brain is a no Brainer. One AI to manage your work, at a fraction of the cost.<\/div>\n        <\/div>\n        <a href=\"https:\/\/app.clickup.com\/signup?product=ai&ai=true\"\n           class=\"ai-pricing-callout__cta\"\n           data-ga-click-tracking\n           ga-event=\"click web\"\n           ga-category=\"Try for free\"\n           ga-label=\"blog pricing table\">\n            Try for free\n        <\/a>\n    <\/div>\n<\/div>\n\n\n\n<script>\ndocument.addEventListener('DOMContentLoaded', function () {\n    const monthlyToggle = document.getElementById('monthly-toggle');\n    const yearlyToggle = document.getElementById('yearly-toggle');\n    const pricingCards = document.querySelectorAll('.pricing-card');\n    const pricingToggle = document.querySelector('.pricing-toggle');\n\n    function togglePricing(isYearly) {\n        pricingCards.forEach(card => {\n            const monthlyPrice = card.querySelector('.pricing-price-monthly');\n            const yearlyPrice = card.querySelector('.pricing-price-yearly');\n\n            if (monthlyPrice && yearlyPrice) {\n                yearlyPrice.style.display = isYearly ? 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But, if you\u2019re looking for tools to create more dynamic and interactive applications or dashboards, consider our list of Streamlit alternatives.<\/p>\n\n\n\n<p>While all the alternatives are good, they serve specific purposes. For example, choose Taipy for better front-end and back-end operations, Dash for advanced interactivity features, and Gradio for creating demos.&nbsp;<\/p>\n\n\n\n<p>Similarly, if you want a data visualization tool that\u2019s simple yet equipped with powerful features, consider ClickUp. It lets you view and analyze data with its custom dashboards, automate workflows and extract key insights with AI, collaborate in real time, and integrate with 1000+ tools.&nbsp;<\/p>\n\n\n\n<p>Want to learn more about ClickUp? <a href=\"https:\/\/clickup.com\/signup\">Sign up for free<\/a>!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Streamlit is an open-source app-building platform that converts Python scripts into interactive web applications. It works great for rapid prototyping, quick data analysis, and creating machine learning (ML) model demos.&nbsp; As simple and easy to use Streamlit is, it lacks the features to build scalable applications with large datasets. Plus, Streamlit\u2019s rigid layouts, basic styling [&hellip;]<\/p>\n","protected":false},"author":117,"featured_media":267668,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ub_ctt_via":"","cu_sticky_sidebar_cta_is_visible":true,"cu_sticky_sidebar_cta_title":"Turn your ideas into working systems","cu_sticky_sidebar_cta_bullet_1":"Share prototypes with your team fast","cu_sticky_sidebar_cta_bullet_2":"Scale from quick demo to production safely","cu_sticky_sidebar_cta_bullet_3":"Keep building without rewriting your logic","cu_sticky_sidebar_cta_button_text":"Get started for FREE","cu_sticky_sidebar_cta_button_link":"","_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[988],"tags":[],"class_list":["post-266385","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-teams"],"featured_image_src":"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/Streamlit_alternatives_Blog-feature.png","author_info":{"display_name":"Garima Behal","author_link":"https:\/\/clickup.com\/blog\/author\/gbehalclickup-com\/"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Top 10 Streamlit Alternatives to Try for Your Projects in 2026<\/title>\n<meta name=\"description\" content=\"Want to tackle Streamlit\u2019s customization and performance issues? Here are the ten Streamlit alternatives to create dynamic applications.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top 10 Streamlit Alternatives to Try for Your Projects in 2026\" \/>\n<meta property=\"og:description\" content=\"Want to tackle Streamlit\u2019s customization and performance issues? Here are the ten Streamlit alternatives to create dynamic applications.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/\" \/>\n<meta property=\"og:site_name\" content=\"ClickUp\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/clickupprojectmanagement\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-13T21:21:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-31T14:13:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/Streamlit_alternatives_Blog-feature.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Garima Behal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@clickup\" \/>\n<meta name=\"twitter:site\" content=\"@clickup\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Garima Behal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"18 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/\"},\"author\":{\"name\":\"Garima Behal\",\"@id\":\"https:\/\/clickup.com\/blog\/#\/schema\/person\/b8dd908c65cfb661a6863c61fa24a79f\"},\"headline\":\"Top 10 Streamlit Alternatives to Explore in [year]\",\"datePublished\":\"2025-05-13T21:21:18+00:00\",\"dateModified\":\"2025-07-31T14:13:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/\"},\"wordCount\":3581,\"publisher\":{\"@id\":\"https:\/\/clickup.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/Streamlit_alternatives_Blog-feature.png\",\"articleSection\":[\"Software Teams\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/\",\"url\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/\",\"name\":\"Top 10 Streamlit Alternatives to Try for Your Projects in [year]\",\"isPartOf\":{\"@id\":\"https:\/\/clickup.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/clickup.com\/blog\/streamlit-alternatives\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/01\/Streamlit_alternatives_Blog-feature.png\",\"datePublished\":\"2025-05-13T21:21:18+00:00\",\"dateModified\":\"2025-07-31T14:13:36+00:00\",\"description\":\"Want to tackle Streamlit\u2019s customization and performance issues? 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