What users are saying about
50 Ratings
50 Ratings
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Score 8.6 out of 101
440 Ratings
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Score 7.5 out of 101

Likelihood to Recommend

Anaconda

Anaconda is the best solution when you need to make more basic algorithm training. However, when the client necessity if completely new or there're poor libraries, anaconda is too basic.When designing algorithms, I find ai-one to be very useful. Other tools that more suitable than Anaconda for more complex tasks are protege, biffblue and Nervana Neon
Mauricio Quiroga-Pascal Ortega profile photo

SAP Lumira Discovery

Lumira is especially well suited where you want to customize and create tailored benchmarks for different segments of your business. Whether that means making information available to department heads, directors or even account directors and managers.What really is valuable is the confidence you have when using the dashboards for decision making and monitoring the success of those decisions in a tailored manner.
Darian Rawson profile photo

Feature Rating Comparison

Platform Connectivity

Anaconda
7.0
SAP Lumira Discovery
Connect to Multiple Data Sources
Anaconda
10.0
SAP Lumira Discovery
Extend Existing Data Sources
Anaconda
8.0
SAP Lumira Discovery
Automatic Data Format Detection
Anaconda
3.0
SAP Lumira Discovery

Data Exploration

Anaconda
7.5
SAP Lumira Discovery
Visualization
Anaconda
8.0
SAP Lumira Discovery
Interactive Data Analysis
Anaconda
7.0
SAP Lumira Discovery

Data Preparation

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

Platform Data Modeling

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

Model Deployment

Anaconda
6.5
SAP Lumira Discovery
Flexible Model Publishing Options
Anaconda
7.0
SAP Lumira Discovery
Security, Governance, and Cost Controls
Anaconda
6.0
SAP Lumira Discovery

BI Standard Reporting

Anaconda
SAP Lumira Discovery
7.3
Customizable dashboards
Anaconda
SAP Lumira Discovery
7.3

Ad-hoc Reporting

Anaconda
SAP Lumira Discovery
7.1
Drill-down analysis
Anaconda
SAP Lumira Discovery
6.9
Formatting capabilities
Anaconda
SAP Lumira Discovery
6.9
Report sharing and collaboration
Anaconda
SAP Lumira Discovery
7.5

Report Output and Scheduling

Anaconda
SAP Lumira Discovery
7.4
Publish to Web
Anaconda
SAP Lumira Discovery
7.4
Publish to PDF
Anaconda
SAP Lumira Discovery
8.1
Report Delivery Scheduling
Anaconda
SAP Lumira Discovery
6.7

Data Discovery and Visualization

Anaconda
SAP Lumira Discovery
6.2
Pre-built visualization formats (heatmaps, scatter plots etc.)
Anaconda
SAP Lumira Discovery
7.6
Location Analytics / Geographic Visualization
Anaconda
SAP Lumira Discovery
6.8
Predictive Analytics
Anaconda
SAP Lumira Discovery
4.2

Pros

Anaconda

  • Everything is in one place, so it's very convinient
  • It's easy to switch between multiple functionalities
  • Performance and Speed - Python and R run smoothly and efficiently.
No photo available

SAP Lumira Discovery

  • Take large swaths of raw information and turn it into something approachable and relatable.
  • Minimize the role of IT departments being necessary for tasks that are better left to account managers, project managers and marketers as well as business owners.
  • While there is a cost involved, it is affordable and the return on investment is high.
Darian Rawson profile photo

Cons

Anaconda

  • Some Python packages are not included to Anaconda, so you have to install them using different ways, like using pip, for example.
  • Sometimes you get stuck because Anaconda still have some little bugs.
  • Anaconda is a little slow when it's initializing.
Alejandro Daniel Copati profile photo

SAP Lumira Discovery

  • There isn't a current way to publish information into the cloud.
  • Limited data narrowing or crunching versus MS Office
Trever Voit profile photo

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

SAP Lumira Discovery

No score
No answers yet
No answers on this topic

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

SAP Lumira Discovery

SAP Lumira Discovery 2.1
Based on 6 answers
Any visualization tool must provide greater and easy access to corporate varied data sources, ability to provide an easy data acquisition mechanisms both at design and run-time. Another feature is support of variety of devices, form factors and equally good performance to visualize the data. Aslo the ability to protect organization's sensitive data. I don't think Lumira is strong in any of the above mentioned areas.
Ravi Ada profile photo

Reliability and Availability

Anaconda

No score
No answers yet
No answers on this topic

SAP Lumira Discovery

SAP Lumira Discovery 9.0
Based on 1 answer
Lumira is a desktop application runs in its own JVM. It installs its own java runtime libraries to avoid any core java version conflicts. The availability of the application is completely relies on individual machine hardware configuration. On a decent desktop, it performs well and always launches in either 32 or 64 bit environment based on the hosts system's OS
Ravi Ada profile photo

Performance

Anaconda

No score
No answers yet
No answers on this topic

SAP Lumira Discovery

SAP Lumira Discovery 7.0
Based on 1 answer
The performance is linear with amount of data that is being explored. We have done some benchmarks acquiring 10million data cells without having any performance problems. We need to make proper adjustments to jvm run time properties to start with higher heap size and other parameters that optimizes the run time performance
Ravi Ada profile photo

Support

Anaconda

No score
No answers yet
No answers on this topic

SAP Lumira Discovery

SAP Lumira Discovery 7.1
Based on 3 answers
They have been very supportive to listen to our problems and resolve them quickly. Their customer engagement team works hand-in-hand and treat our success is their success. They are the liaison between us and their engineering teams to get access to and resolve the issues on a timely manner, otherwise our issues would have been lost
Ravi Ada profile photo

In-Person Training

Anaconda

No score
No answers yet
No answers on this topic

SAP Lumira Discovery

SAP Lumira Discovery 6.0
Based on 1 answer
We did not take in-person training
Ravi Ada profile photo

Online Training

Anaconda

No score
No answers yet
No answers on this topic

SAP Lumira Discovery

SAP Lumira Discovery 6.0
Based on 1 answer
Most of the user guides are pretty comprehensive and very easy to understand. The product itself is designed to be self-serve tool, did not need much of the end-user training. Most of the training we had is to how to read the data, how to explore the data, how to acquire the data etc.
Ravi Ada profile photo

Implementation

Anaconda

No score
No answers yet
No answers on this topic

SAP Lumira Discovery

SAP Lumira Discovery 7.3
Based on 2 answers
Installing the desktop software on end-user machines is always challenging. The machine specifications are the biggest factor when running Lumira and be able to handle large datasets during data exploration. This often demands beefy machines at least for power-users. Although Lumira software licensing is not a big problem but managing partner's extensions and keeping track of their individual licenses may be an issue. If there is a way to bundle the more popular extensions such as vSQL or vOLAP should be bundled in core product and offer them as part of Lumira license instead of a separate license which causer operational burden.
Ravi Ada profile photo

Alternatives Considered

Anaconda

Anaconda is the best Python environment because you have all the things you need all in one places, at the reach of your hand. You can download and manage libraries as you wish and is very easy to create new projects and API's for all your stuff.It's Multiplatform so you don't have to take care to use your stuff in another computer. I think it is the best characteristic.
Alejandro Daniel Copati profile photo

SAP Lumira Discovery

we choose SAP Lumira because comes from SAP and we trust in the quality of their products, also we saw a very potetial tool for out clients to explore their data and add value to their erp implementation
Leonardo Hernandez profile photo

Scalability

Anaconda

No score
No answers yet
No answers on this topic

SAP Lumira Discovery

SAP Lumira Discovery 6.0
Based on 1 answer
Enterprise wide implementation is a challenge with data security and trustedness. No easy installation can be done across the enterprise. no upgrade paths also available from SAP. They have so much of experience with desktop implementation, there it could be a controlled environment with a capital budget. These may be resolved in the upcoming releases
Ravi Ada profile photo

Return on Investment

Anaconda

  • Centralized repository for all notebooks and analysis projects.
  • Solved for some security concerns from IT.
  • Saves money by avoiding ad-hoc computer resources for analysts.
No photo available

SAP Lumira Discovery

  • For my client, the cost of Tableau made Lumira attractive but unfortunately, due to limitations on Lumira... the client is thinking the Tableau investment may have been better for achieving business objectives.
  • Data size limitiations.
Lauren Brands profile photo

Screenshots

Anaconda

Pricing Details

Anaconda

General

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

Anaconda Editions & Modules

Additional Pricing Details

SAP Lumira Discovery

General

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

SAP Lumira Discovery Editions & Modules

Edition
SAP Lumira, standard edition$1851
  1. per user
Additional Pricing Details

Add comparison