Grafana vs. Plotly Dash

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Grafana
Score 8.6 out of 10
N/A
Grafana is a data visualization tool developed by Grafana Labs in New York. It is available open source, managed (Grafana Cloud), or via an enterprise edition with enhanced features. Grafana has pluggable data source model and comes bundled with support for popular time series databases like Graphite. It also has built-in support for cloud monitoring vendors like Amazon Cloudwatch, Microsoft Azure and SQL databases like MySQL. Grafana can combine data from many places into a single dashboard.
$0
Plotly Dash
Score 8.0 out of 10
N/A
Plotly headquartered in Montreal creates data visualization and UI tools for ML, data science, engineering, and the sciences with language support for Python, R, Julia, and JS. Plotly's Dash aims to empower teams to build data science and ML apps that put Python, R, and Julia in the hands of business users. The vendor states that full stack apps that would typically require a front-end, backend, and dev ops team can be built and deployed in hours by data scientists with Dash.N/A
Pricing
GrafanaPlotly Dash
Editions & Modules
Grafana Cloud - Pro
$8
per month up to 1 active user
Grafana Cloud - Free
Free
10k metrics + 50GB logs + 50GB traces up to 3 active users
Grafana Cloud - Advanced
Volume Discounts
custom data usage custom active users
Grafana - Enterprise Stack
Custom Pricing
No answers on this topic
Offerings
Pricing Offerings
GrafanaPlotly Dash
Free Trial
YesNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details——
More Pricing Information
Features
GrafanaPlotly Dash
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Grafana
8.0
4 Ratings
5% below category average
Plotly Dash
-
Ratings
Pixel Perfect reports7.04 Ratings00 Ratings
Customizable dashboards10.04 Ratings00 Ratings
Report Formatting Templates7.04 Ratings00 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Grafana
8.2
3 Ratings
2% above category average
Plotly Dash
-
Ratings
Drill-down analysis8.03 Ratings00 Ratings
Formatting capabilities8.03 Ratings00 Ratings
Integration with R or other statistical packages8.03 Ratings00 Ratings
Report sharing and collaboration9.03 Ratings00 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Grafana
9.2
3 Ratings
10% above category average
Plotly Dash
-
Ratings
Publish to Web9.03 Ratings00 Ratings
Publish to PDF9.03 Ratings00 Ratings
Report Versioning9.03 Ratings00 Ratings
Report Delivery Scheduling9.03 Ratings00 Ratings
Delivery to Remote Servers10.03 Ratings00 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Grafana
7.5
3 Ratings
9% below category average
Plotly Dash
-
Ratings
Pre-built visualization formats (heatmaps, scatter plots etc.)7.03 Ratings00 Ratings
Location Analytics / Geographic Visualization8.03 Ratings00 Ratings
Predictive Analytics7.03 Ratings00 Ratings
Pattern Recognition and Data Mining8.01 Ratings00 Ratings
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Grafana
-
Ratings
Plotly Dash
8.9
3 Ratings
5% above category average
Connect to Multiple Data Sources00 Ratings8.43 Ratings
Extend Existing Data Sources00 Ratings9.33 Ratings
Automatic Data Format Detection00 Ratings8.43 Ratings
MDM Integration00 Ratings9.52 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Grafana
-
Ratings
Plotly Dash
9.0
4 Ratings
6% above category average
Visualization00 Ratings9.04 Ratings
Interactive Data Analysis00 Ratings9.04 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Grafana
-
Ratings
Plotly Dash
6.2
2 Ratings
28% below category average
Interactive Data Cleaning and Enrichment00 Ratings4.42 Ratings
Data Transformations00 Ratings8.52 Ratings
Data Encryption00 Ratings3.92 Ratings
Built-in Processors00 Ratings8.02 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Grafana
-
Ratings
Plotly Dash
8.4
2 Ratings
1% below category average
Multiple Model Development Languages and Tools00 Ratings9.02 Ratings
Automated Machine Learning00 Ratings7.01 Ratings
Single platform for multiple model development00 Ratings9.02 Ratings
Self-Service Model Delivery00 Ratings8.52 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Grafana
-
Ratings
Plotly Dash
9.7
2 Ratings
12% above category average
Flexible Model Publishing Options00 Ratings9.52 Ratings
Security, Governance, and Cost Controls00 Ratings10.02 Ratings
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GrafanaPlotly Dash
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User Ratings
GrafanaPlotly Dash
Likelihood to Recommend
10.0
(4 ratings)
8.0
(4 ratings)
User Testimonials
GrafanaPlotly Dash
Likelihood to Recommend
Grafana Labs
Grafana is a one stop solution for all application monitoring needs. In our organisation, we use nodeJs. We run it using pm2. Since we didn't use Grafana it was hard for us to know if an app has stopped working unless we find it ourselves because our other app components were failing, or someone called us up and told about the situation. We were already using Grafana for monitoring our Ubuntu servers, but we hadn't had set it up for our app monitoring. Somehow we decided to monitor our nodeJs app with Grafana. It's a really good decision we made. We used Grafana nodeJs module "prom-client" for our node app which brought us relief from app failing situations. Since we have implemented Grafana for our Node app, it has helped us to monitor every health aspect of our node app. Now we have set up alerts based on heap-memory, so when heap memory goes beyond a set threshold we get notified and take the right steps ultimately saving our app from crashing and of course from losing business and reputation.
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Plotly
Applicable for data visualization across disciplines. I have used it for data from buildings, building occupancy, public health, and statistics. It is a useful tool to use for big data. It has nice templates and a number of interesting visualization types. If you are familiar with R and python it is easy to use.
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Pros
Grafana Labs
  • It visualizes metrics very well coming from any well known data source.
  • It sends alerts to collaboration channels when a threshold is breeched.
  • Graphs and dashboards are portable (Graph-as-a-Code).
Read full review
Plotly
  • Powerful visualization options.
  • Ability to create in-browser interactive visualization apps.
  • Ability to create hosted apps.
  • Allows you to develop web-based reporting applications without requiring web application development expertise.
Read full review
Cons
Grafana Labs
  • Functions to customize values
  • Improved user experience
Read full review
Plotly
  • Would be good if Dashboard Engine was included in the Enterprise VPC plan
  • Would love to see ready made fintech apps
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Alternatives Considered
Grafana Labs
Grafana has a direct plugin to Icinga monitoring solution and allowed for easy configuration for us. At the time of implementation, other services did not have such an integration. As we already had a very customized and heavily introduced monitoring solution in place, we needed settings that could plug into the system quickly and efficiently. This was the case with Grafana and allowed us to have all the integrations we needed with services such as Icinga
Read full review
Plotly
Read full review
Return on Investment
Grafana Labs
  • Helps us to keep our application and server up all time
  • Dashboards are easy to share with others
Read full review
Plotly
  • A no-cost option as it is open sourced.
Read full review
ScreenShots