Anaconda vs. BrightGauge

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Anaconda
Score 8.7 out of 10
N/A
Anaconda provides access to the foundational open-source Python and R packages used in modern AI, data science, and machine learning. These enterprise-grade solutions enable corporate, research, and academic institutions around the world to harness open-source for competitive advantage and research. Anaconda also provides enterprise-grade security to open-source software through the Premium Repository.
$0
per month
BrightGauge
Score 8.9 out of 10
N/A
BrightGauge is a BI tool from ConnectWise that puts essential information in one place, providing visibility for more informed decisions. The user can customize BrightGauge dashboards and sync other business tools in its BI dashboard software for ultimate visibility. Users can also display data with embeddable gauges on public sites.N/A
Pricing
AnacondaBrightGauge
Editions & Modules
Free Tier
$0
per month
Starter Tier
$9
per month
Business Tier
$50
per month per user
Enterprise Tier
60.00+
per month per user
No answers on this topic
Offerings
Pricing Offerings
AnacondaBrightGauge
Free Trial
NoNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details——
More Pricing Information
Features
AnacondaBrightGauge
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Anaconda
9.4
24 Ratings
11% above category average
BrightGauge
-
Ratings
Connect to Multiple Data Sources9.822 Ratings00 Ratings
Extend Existing Data Sources8.923 Ratings00 Ratings
Automatic Data Format Detection9.621 Ratings00 Ratings
MDM Integration9.614 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Anaconda
9.2
24 Ratings
9% above category average
BrightGauge
-
Ratings
Visualization9.624 Ratings00 Ratings
Interactive Data Analysis8.923 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Anaconda
9.4
25 Ratings
13% above category average
BrightGauge
-
Ratings
Interactive Data Cleaning and Enrichment8.823 Ratings00 Ratings
Data Transformations9.625 Ratings00 Ratings
Data Encryption9.719 Ratings00 Ratings
Built-in Processors9.520 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Anaconda
9.3
23 Ratings
9% above category average
BrightGauge
-
Ratings
Multiple Model Development Languages and Tools9.622 Ratings00 Ratings
Automated Machine Learning8.821 Ratings00 Ratings
Single platform for multiple model development8.923 Ratings00 Ratings
Self-Service Model Delivery9.618 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Anaconda
9.5
20 Ratings
10% above category average
BrightGauge
-
Ratings
Flexible Model Publishing Options9.520 Ratings00 Ratings
Security, Governance, and Cost Controls9.519 Ratings00 Ratings
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Anaconda
-
Ratings
BrightGauge
7.9
9 Ratings
4% below category average
Pixel Perfect reports00 Ratings6.85 Ratings
Customizable dashboards00 Ratings9.09 Ratings
Report Formatting Templates00 Ratings8.08 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Anaconda
-
Ratings
BrightGauge
8.2
9 Ratings
1% above category average
Drill-down analysis00 Ratings9.09 Ratings
Formatting capabilities00 Ratings7.09 Ratings
Integration with R or other statistical packages00 Ratings8.04 Ratings
Report sharing and collaboration00 Ratings9.08 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Anaconda
-
Ratings
BrightGauge
8.0
9 Ratings
4% below category average
Publish to Web00 Ratings9.05 Ratings
Publish to PDF00 Ratings8.09 Ratings
Report Versioning00 Ratings7.05 Ratings
Report Delivery Scheduling00 Ratings8.09 Ratings
Delivery to Remote Servers00 Ratings8.12 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Anaconda
-
Ratings
BrightGauge
8.6
8 Ratings
6% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.88 Ratings
Location Analytics / Geographic Visualization00 Ratings9.03 Ratings
Predictive Analytics00 Ratings8.04 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Anaconda
-
Ratings
BrightGauge
7.7
9 Ratings
11% below category average
Multi-User Support (named login)00 Ratings8.09 Ratings
Role-Based Security Model00 Ratings5.08 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.68 Ratings
Single Sign-On (SSO)00 Ratings9.01 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Anaconda
-
Ratings
BrightGauge
8.9
3 Ratings
11% above category average
Responsive Design for Web Access00 Ratings9.02 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings8.73 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Anaconda
-
Ratings
BrightGauge
7.7
4 Ratings
3% below category average
REST API00 Ratings10.03 Ratings
Javascript API00 Ratings9.62 Ratings
iFrames00 Ratings6.01 Ratings
Java API00 Ratings6.01 Ratings
Themeable User Interface (UI)00 Ratings5.01 Ratings
Customizable Platform (Open Source)00 Ratings9.62 Ratings
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All AlternativesView all alternativesView all alternatives
User Ratings
AnacondaBrightGauge
Likelihood to Recommend
9.5
(37 ratings)
9.0
(9 ratings)
Likelihood to Renew
7.0
(1 ratings)
-
(0 ratings)
Usability
9.0
(2 ratings)
9.8
(2 ratings)
Support Rating
8.9
(9 ratings)
10.0
(2 ratings)
User Testimonials
AnacondaBrightGauge
Likelihood to Recommend
Anaconda
As a Data Analyst, it is my job to analyze large datasets using complex mathematical models. Anaconda provides a one-stop destination with tools like PyCharm, Jupyter, Spyder, and RStudio. One case where it is well suited is for someone who has just started his/her career in this field. The ability to install Anaconda requires zero to little skills and its UI is a lot easier for a beginner to try. On the other hand, for a professional, its ability to handle large data sets could be improved. From my experience, it has happened a lot that the system would crash with big files.
Read full review
ConnectWise
I think this tool is an absolute have to have for MSPs, especially those using ConnectWise PSA for a ticketing system. From internal KPIs to showing customer's the value of your Managed Service, you will need this tool. 9/10 because the need for longer data sets is growing for my team. Trend lines over time are a big push industry wide to show improvements in our customers over the time as our MSP customer. Presently my team has to use CW PSA's Report Writer and that tool is the least user friendly we've encountered. Looking forward to the evolution of BrightGauge for our business
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Pros
Anaconda
  • It provides easy access to software like Jupyter, Spyder, R and QT Console etc.
  • Easy installation of Anaconda even without much technical knowledge.
  • Easy to navigate through files in Jupyter and also to install new libraries.
  • R Studio in Anaconda is easy to use for complex machine learning algorithms.
Read full review
ConnectWise
  • Robust and flexible kinds of dashboards and gauges
  • Great customer support that often leaves custom video recordings answering your question, showing you how to do what you're asking
  • Good ability to tie into critical data sources for our company's operations
Read full review
Cons
Anaconda
  • Although I have generally had positive experiences with Anaconda, I have had trouble installing specific python libraries. I tried to remedy the solution by updating other packages, but in the end, things got really messed up, and I ended up having to uninstall and reinstall a total of about 4 times over the past 2 years.
  • If you have the free version of Anaconda, there is not much support. Googling questions and error messages are helpful, but there were times when I wished I would have been able to ask technical support to help me troubleshoot issues.
  • There were a few times when I tried to install tensorflow and tensorboard via Anaconda on a PC, but I could not get them to install properly. Anaconda allows you to create 'environments' , which allow you to install specific versions of python and associated libraries. You can keep your environments separate so they do not conflict with one another. Anyway, I ended up having to create several 'conda envrionments' just so I could use tensforflow/tensorboard and a few other utilities to avoid errors. This was somewhat annoying, because every time I wanted to run a specific model, I'd have to open up the specific conda environment with the appropriate python libraries.
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ConnectWise
  • Modifying data sets to bring in custom fields requires an experienced SQL engineer
  • Cost when bringing in lots of data sources can be prohibitive
  • Limited ability to format gauges and reports
  • Make MFA a requirement - this data is sensitive and giving the admin the ability to force MFA is a MUST!
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Likelihood to Renew
Anaconda
It's really good at data processing, but needs to grow more in publishing in a way that a non-programmer can interact with. It also introduces confusion for programmers that are familiar with normal Python processes which are slightly different in Anaconda such as virtualenvs.
Read full review
ConnectWise
No answers on this topic
Usability
Anaconda
The interface is an easy to use command-line interface, or a GUI for launching and/or discovering different parts of the system.
Read full review
ConnectWise
Usability is BrightGauge's strength. Granting the ability of virtually any user to be able to create a dashboard is incredibly valuable. If an organization very simple and straight forward reporting needs then BrightGauge is a perfect fit for them. Connecting to the dataset we used was very quick and easy and I imagine it would be the same for any major data source you would like to pull from.
Read full review
Support Rating
Anaconda
Anaconda provides fast support, and a large number of users moderate its online community. This enables any questions you may have to be answered in a timely fashion, regardless of the topic. The fact that it is based in a Python environment only adds to the size of the online community.
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ConnectWise
We did not need to use BrightGauge's support for the entire time that we used it. Best support is always the one that isn't needed because nothing breaks.
Read full review
Alternatives Considered
Anaconda
ANACONDA VS Alteryx Analytics: Even though I find Alteryx to be an excellent tool for managing extremely massive data, Anaconda is much better and easy for analytics. Anaconda VS. MicroStrategy Analytics: Compared with Anaconda, MicroStrategy Analytics is very difficult to use and counter-intuitive Anaconda VS. Power BI For Office 365: One of the main advantages of BI for Office 364 is its capacity to data connectivity. However, it's very hard to edit data connections, once BI for Office is deployed in other platforms
Read full review
ConnectWise
We looked very briefly at Solar Winds, but due to Connectwise the reporting was not very accurate and was conflicted.
Read full review
Return on Investment
Anaconda
  • Positive: Lower maintenance cost compared to other tools on the market
  • Positive: Ease in hiring professionals already accustomed to the tool in the job market
  • Positive: Projects are portable, allowing you to share projects with others and execute projects on different platforms, reducing deployment costs
Read full review
ConnectWise
  • Faster compilation of Business Review material
  • For larger customers, the dashboarding has helped our customers to remain sticky and add services/revenue to our MSP. They want to add more fragments of their IT for the 1 pane rollup.
  • From a leadership perspective, BG has allowed me to make difficult staffing decisions with confidence. Detailed metric driven decisions on who is hitting KPIs/who isn't - as well as when data proved we were overstaffed and understaffed.
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