Software Alternatives, Accelerators & Startups

Streamlit VS Grafana

Compare Streamlit VS Grafana and see what are their differences

Streamlit logo Streamlit

Turn python scripts into beautiful ML tools

Grafana logo Grafana

Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases
  • Streamlit Landing page
    Landing page //
    2023-10-07
  • Grafana Landing page
    Landing page //
    2023-10-21

Streamlit videos

My thoughts on web frameworks in Python and R (PyWebIO vs Streamlit vs R Shiny)

More videos:

  • Review - 1/4: What is Streamlit
  • Tutorial - How to Build a Streamlit App (Beginner level Streamlit tutorial) - Part 1

Grafana videos

Grafana vs Kibana | Beautiful data graphs and log analysis systems

More videos:

  • Review - Business Dashboards with Grafana and MySQL
  • Review - Grafana Labs 2019 Year in Review

Category Popularity

0-100% (relative to Streamlit and Grafana)
Productivity
100 100%
0% 0
Monitoring Tools
0 0%
100% 100
Developer Tools
100 100%
0% 0
Data Dashboard
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Streamlit and Grafana

Streamlit Reviews

We have no reviews of Streamlit yet.
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Grafana Reviews

Top 10 Grafana Alternatives in 2024
Middleware is one such Grafana alternative that offers robust data monitoring and visualization capabilities at affordable prices. Though it’s commercial, unlike Grafana, its rich feature set ensures accommodating your present and future business needs.
Source: middleware.io
Top 11 Grafana Alternatives & Competitors [2024]
Are you looking for Grafana alternatives? Then you have come to the right place. Grafana started as a data visualization tool. It slowly evolved into a tool that can take data from multiple data sources for visualization. For observability, Grafana offers the LGTM stack (Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics). You need to configure...
Source: signoz.io
10 Best Grafana Alternatives [2023 Comparison]
For this reason, many have set out in search of Grafana alternatives. Since you’ve landed yourself here, I’m guessing that you’re one of those people. Fear not! We’ve put together a comprehensive list of the 10 best Grafana alternatives out there today.
Source: sematext.com
Top 10 Tableau Open Source Alternatives: A Comprehensive List
When it comes to visualization, Grafana is a great tool for visualizing time series data with support for various databases including Prometheus, InfluxDB, and Graphite. It is also compatible with relational databases such as MySQL and Microsoft SQL Server. While Tableau can do the same thing, Grafana’s open-source status allows the users to add additional data sources and...
Source: hevodata.com
13 tools to use for DevSecOps automation
🔓Grafana is a multi-platform open source analytics and interactive visualization web application that provides charts, graphs, and alerts for the web when connected to supported data sources. Use the Grafana node to manage your dashboards, teams, and users.
Source: n8n.io

Social recommendations and mentions

Grafana might be a bit more popular than Streamlit. We know about 197 links to it since March 2021 and only 174 links to Streamlit. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Streamlit mentions (174)

  • Developing a Generic Streamlit UI to Test Amazon Bedrock Agents
    I decided to use Streamlit to build the UI as it is a popular and fitting choice. Streamlit is an open-source Python library used for building interactive web applications specially for AI and data applications. Since the application code is written only in Python, it is easy to learn and build with. - Source: dev.to / 12 days ago
  • PySheets – Spreadsheet UI for Python
    Does it need to be live (i.e when database or underlying spreadsheet updates does it need to be reflected in real time on the dashboard) or are you ok with static display. Live updating data is a pain I've messed around using javascript to force refresh html iframes on a timer. But I was never really satisfied with this. I've heard you can do things with websockets but that is starting to get too complicated for... - Source: Hacker News / 21 days ago
  • Building an Email Assistant Application with Burr
    Note that there are many tools that make this easier/simpler to prototype, including chainlit, streamlit, etc… The backend API we built is amenable to interacting with them as well. - Source: dev.to / 21 days ago
  • Creating a Sales Analysis Application with Streamlit: A Practical Approach to Business Intelligence
    2.-Go to https://streamlit.io, log in, and create a new app from your GitHub repository. - Source: dev.to / 28 days ago
  • Python dev considering Electron vs. Kivy for desktop app UI
    Hello, Have you ever seen the https://streamlit.io/ ? I think this is what you are looking for. - Source: Hacker News / about 2 months ago
View more

Grafana mentions (197)

  • Docker Log Observability: Analyzing Container Logs in HashiCorp Nomad with Vector, Loki, and Grafana
    Monitoring application logs is a crucial aspect of the software development and deployment lifecycle. In this post, we'll delve into the process of observing logs generated by Docker container applications operating within HashiCorp Nomad. With the aid of Grafana, Vector, and Loki, we'll explore effective strategies for log analysis and visualization, enhancing visibility and troubleshooting capabilities within... - Source: dev.to / 2 months ago
  • Golang: out-of-box backpressure handling with gRPC, proven by a Grafana dashboard
    To help us visualize these scenarios, we'll build a Grafana Dashboard so we can follow along. - Source: dev.to / about 1 month ago
  • Monitoring, Observability, and Telemetry Explained
    Visualization and Analysis: Choose a tool with intuitive and customizable dashboards, charts, and visualizations. A question to ask is, "Are the visualization features of this tool user-friendly and adaptable to our team's specific needs?" Tools like Grafana and Kibana provide powerful visualization capabilities. - Source: dev.to / about 2 months ago
  • 4 facets of API monitoring you should implement
    Prometheus: Open-source monitoring system. Often used together with Grafana. - Source: dev.to / 3 months ago
  • How to collect metrics from node.js applications in PM2 with exporting to Prometheus
    In example above, we use 2 additional parameters: code (HTTP response code) and page (page identifier), which provide detailed statistics. For example, you can build such graphs in Grafana:. - Source: dev.to / 3 months ago
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What are some alternatives?

When comparing Streamlit and Grafana, you can also consider the following products

Anvil.works - Build seriously powerful web apps with all the flexibility of Python. No web development experience required.

Prometheus - An open-source systems monitoring and alerting toolkit.

Cardapio - Cardapio is an application menu that can work in two modes: as a panel applet (in which case it is...

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

FastAPI - FastAPI is an Open Source, modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

Zabbix - Track, record, alert and visualize performance and availability of IT resources