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50 Ratings
15 Ratings
50 Ratings
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Score 8.6 out of 101
15 Ratings
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Score 9.2 out of 101

Likelihood to Recommend

Anaconda

Anaconda is very suitable for a research team/lab/department which has many data scientists who want to apply some Python-based analytic programming and want to cooperate in sharing the results easily. It is not very well suited for final production environment deployment.
No photo available

Jedox

Best suited as a highly customized and compact EPM / BI solution (<100 CCU) with individual workflows, planning and reporting functionalities, with moderate number of users (no restrictions for any industry, all industries are covered well). It also has advanced reporting & data analysis requirements and provides an integration and reporting layer of imported data from different external systems (via ETL). It can help with migrating your legacy Excel-based business models to the Web. It is not well suited for Enterprise BI applications with expecting >500 CCU (users at the same time working with the system). This may cause serious performance issues, even if Jedox will tell you different things because all of the data is kept in RAM (MOLAP technology). Applications with heavy document management requirements (document management is not an out of the box functionality in Jedox and rather requires custom development through custom widgets etc.).
Karolis Aušra profile photo

Feature Rating Comparison

Platform Connectivity

Anaconda
7.0
Jedox
Connect to Multiple Data Sources
Anaconda
10.0
Jedox
Extend Existing Data Sources
Anaconda
8.0
Jedox
Automatic Data Format Detection
Anaconda
3.0
Jedox

Data Exploration

Anaconda
7.5
Jedox
Visualization
Anaconda
8.0
Jedox
Interactive Data Analysis
Anaconda
7.0
Jedox

Data Preparation

Anaconda
7.5
Jedox
Interactive Data Cleaning and Enrichment
Anaconda
8.0
Jedox
Data Transformations
Anaconda
9.0
Jedox
Data Encryption
Anaconda
6.0
Jedox
Built-in Processors
Anaconda
7.0
Jedox

Platform Data Modeling

Anaconda
8.1
Jedox
Multiple Model Development Languages and Tools
Anaconda
10.0
Jedox
Automated Machine Learning
Anaconda
6.5
Jedox
Single platform for multiple model development
Anaconda
8.5
Jedox
Self-Service Model Delivery
Anaconda
7.5
Jedox

Model Deployment

Anaconda
6.5
Jedox
Flexible Model Publishing Options
Anaconda
7.0
Jedox
Security, Governance, and Cost Controls
Anaconda
6.0
Jedox

BI Standard Reporting

Anaconda
Jedox
9.1
Pixel Perfect reports
Anaconda
Jedox
9.1
Customizable dashboards
Anaconda
Jedox
9.1
Report Formatting Templates
Anaconda
Jedox
9.1

Ad-hoc Reporting

Anaconda
Jedox
8.3
Drill-down analysis
Anaconda
Jedox
8.2
Formatting capabilities
Anaconda
Jedox
8.2
Integration with R or other statistical packages
Anaconda
Jedox
8.5
Report sharing and collaboration
Anaconda
Jedox
8.5

Report Output and Scheduling

Anaconda
Jedox
7.9
Publish to Web
Anaconda
Jedox
8.5
Publish to PDF
Anaconda
Jedox
7.9
Report Versioning
Anaconda
Jedox
7.0
Report Delivery Scheduling
Anaconda
Jedox
8.2

Data Discovery and Visualization

Anaconda
Jedox
5.6
Pre-built visualization formats (heatmaps, scatter plots etc.)
Anaconda
Jedox
5.9
Location Analytics / Geographic Visualization
Anaconda
Jedox
5.5
Predictive Analytics
Anaconda
Jedox
5.6

Access Control and Security

Anaconda
Jedox
8.8
Multi-User Support (named login)
Anaconda
Jedox
8.8
Role-Based Security Model
Anaconda
Jedox
8.8
Multiple Access Permission Levels (Create, Read, Delete)
Anaconda
Jedox
8.8

Mobile Capabilities

Anaconda
Jedox
7.4
Responsive Design for Web Access
Anaconda
Jedox
8.5
Dedicated iOS Application
Anaconda
Jedox
7.0
Dedicated Android Application
Anaconda
Jedox
7.0
Dashboard / Report / Visualization Interactivity on Mobile
Anaconda
Jedox
7.0

Budgeting, Planning, and Forecasting

Anaconda
Jedox
8.6
Long-term financial planning
Anaconda
Jedox
8.8
Financial budgeting
Anaconda
Jedox
8.8
Forecasting
Anaconda
Jedox
8.4
Scenario modeling
Anaconda
Jedox
8.4
Management reporting
Anaconda
Jedox
8.8

Consolidation and Close

Anaconda
Jedox
6.8
Financial data consolidation
Anaconda
Jedox
7.6
Journal entries and reports
Anaconda
Jedox
2.7
Multi-currency management
Anaconda
Jedox
8.0
Intercompany Eliminations
Anaconda
Jedox
8.0
Local and consolidated reporting
Anaconda
Jedox
7.4
Detailed Audit Trails
Anaconda
Jedox
7.4

FInancial Reporting and Compliance

Anaconda
Jedox
8.7
Financial Statement Reporting
Anaconda
Jedox
8.8
Management Reporting
Anaconda
Jedox
8.8
Excel-based Reporting
Anaconda
Jedox
8.8
Automated board and financial reporting
Anaconda
Jedox
8.4

Analytics

Anaconda
Jedox
6.9
Personalized dashboards
Anaconda
Jedox
4.4
Color-coded scorecards
Anaconda
Jedox
7.8
KPIs
Anaconda
Jedox
6.0
Cost and profitability analysis
Anaconda
Jedox
7.8
Key Performance Indicator setting
Anaconda
Jedox
7.8
Benchmarking with external data
Anaconda
Jedox
7.7

Integration

Anaconda
Jedox
8.2
Flat file integration
Anaconda
Jedox
8.4
Excel data integration
Anaconda
Jedox
8.4
Direct links to 3rd-party data sources
Anaconda
Jedox
7.8

Pros

Anaconda

  • Anaconda itself already carries the most popular Python packages so for most developers it is sufficient enough to deal with the normal work requirements.
  • The Jupyter Notebook is a very encouraging feature which allows the researcher to apply the data analysis in an intuitive way. It provides step by step understanding the data, processing the data, visualizing the data and trying out the different methodology and algorithm
  • Both the old version of Python and the new version of Python are supported, giving a very good backward compatibility of some old Python codes developed beforehand.
No photo available

Jedox

  • By now everybody has business intelligence, a logical starting point. However, traditional BI tools do not allow for write back functionality. Sharing expectations among each other in terms of budgets, forecasts, planning and associated comments including workflow and audit trail is not facilitated in BI tools. Jedox offers both BI functionality and such performance management functionality in one integrated platform.
  • It is easy. For many reasons. At the end of the day the proof of the pudding is in the eating. After an initial implementation and some training many of our Jedox customers have started to build their own BI and EPM applications. Be it reporting, dashboards or more complicated applications like cost allocations. Of course one has to keep in mind that this is all relative. Some solutions require a very high technical and business know-how & experience but compared to other tools Jedox is definitely easy.
  • It is fast. To implement but also in terms of (query) performance.
  • Quality/ price ratio is excellent.
Steven Koelemeijer profile photo

Cons

Anaconda

  • Easier migration to cloud sharing
Daniel Blazquez profile photo

Jedox

  • Limited data discovery features but integration with third party products
  • Complex projects require expertise of specialised consultants
  • Limited options for online training but extensive in person training available
  • Limited scalability. For systems with more than 50 users there are better solutions
No photo available

Likelihood to Renew

Anaconda

Anaconda 7.0
Based on 1 answer
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.
Matthew Deakyne profile photo

Jedox

Jedox 6.4
Based on 2 answers
For a period of 5 years all our customers using Jedox have renewed their licenses.
Steven Koelemeijer profile photo

Usability

Anaconda

Anaconda 8.0
Based on 1 answer
It's really good at installing and getting started. It's less usable and configurable after that. If you stay in the ecosystem, and don't know how to Python any other way - it works really well.
Matthew Deakyne profile photo

Jedox

Jedox 9.0
Based on 2 answers
See the pro's and con's in the steps before
Karolis Aušra profile photo

Reliability and Availability

Anaconda

No score
No answers yet
No answers on this topic

Jedox

Jedox 8.0
Based on 2 answers
Jedox has
very few bugs. Reports are available through an Excel add-in, the web and/or
mobile device (IOS/Android). In my opinion, availability also means high
performance, not having to wait for the system to give you the required reports,
analysis, dashboards instantly.
Steven Koelemeijer profile photo

Performance

Anaconda

No score
No answers yet
No answers on this topic

Jedox

Jedox 7.0
Based on 2 answers
Jedox is the fastest OLAP tool on the market. It can use GPU cards to increase performance even more
Steven Koelemeijer profile photo

Support

Anaconda

No score
No answers yet
No answers on this topic

Jedox

Jedox 9.0
Based on 3 answers
Jedox support in general is a professional and fast responding team. An easy-to-use ticketing system is in place. Bug-related questions are solved fast (responses come usually in a few hours after the question), but some questions / tickets, that are not Jedox-related bugs (for example some advanced questions about Jedox functionality), may be forwarded to Application Management team for further processing and then it may take several days or even weeks to get a response here -> there is room for improvement here.
Karolis Aušra profile photo

Implementation

Anaconda

No score
No answers yet
No answers on this topic

Jedox

Jedox 9.1
Based on 1 answer
Jedox goed beyond traditional BI. That means that it is more important to pick an implementation partner that understands your business. A partner that can anticipate your next requirements. Using the performance management functionality of Jedox, integrating BI with forecasting, workflow, planning takes the solution closer to key (decision) making processes. People do not only use Jedox for insight, reporting, dashboards and analytics but to share expectations and comments to better drive the business. This kind of rich functionality requires a very good functional design before you implement it. That is, if you want to benefit fully what it has to offer. Technically implementing Jedox is relatively easy. In fact, according thousands of business users that participate in the yearly Business Application Research Centre (BARC) Survey, it is the best do-it-yourself BI/performance management system on the market
Steven Koelemeijer profile photo

Alternatives Considered

Anaconda

Other systems might be easier to set-up but Anaconda is a fairly flexible analytics toolkit. It can be configured in a way that truly matches the way in which your business or analytics department works. Built on top of lots of open source projects so things aren't siloed and you can avoid vendor lock-in.
No photo available

Jedox

We normally compete with Cognos TM1, Hyperion and SAP BPC. Functionalities, price and implementation time have no comparison. Jedox is a large the leader in these areas.
Manuel Ramirez profile photo

Scalability

Anaconda

No score
No answers yet
No answers on this topic

Jedox

Jedox 4.0
Based on 2 answers
Scalability is one of the disadvantages of Jedox. Applications with >100 CCU (of course this number is very rough, as it also depends on the complexity of the application) scale poorly in comparison to other EPM vendors. With Jedox it is difficult to scale big applications as there are no standardized / easy-to-implement ways to do it. As a matter of fact, even a classic two-tier architecture (separate olap and web servers) is pretty complicated to implement with Jedox (when we keep in mind, that we are in the 21st century and you would expect to set it up in a few clicks during the Jedox installation, but you actually have to go through a bunch of Jedox config files on each server and edit the IP's and other parameters by hand in several redundant places / files to set it up properly and working; here I dont even start to speak about setting-up load balancing, adding more servers etc. ).
Karolis Aušra profile photo

Return on Investment

Anaconda

  • Extremely quick turnaround time to set up data science experiments
  • Reduction of troubleshooting time when deploying new packages and dependencies
  • Low risk environment due to the community edition
Daniel Blazquez profile photo

Jedox

No answers on this topic

Pricing Details

Anaconda

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Jedox

General

Free Trial
Yes
Free/Freemium Version
Yes
Premium Consulting/Integration Services
Yes
Entry-level set up fee?
No

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