Overview
ProductRatingMost Used ByProduct SummaryStarting Price
DataRobot
Score 8.9 out of 10
N/A
The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…
$0
Mode
Score 8.1 out of 10
N/A
Mode, or Mode Analytics, from ThoughtSpot since the June 2023 acquisition, is a business intelligence platform that unifies company analytics by bringing data teams and business teams together, so analysts can provide rapid answers to strategic, ad hoc questions. And, business stakeholder can access relevant data to answer their own questions which can often detract more impactful work.N/A
Pricing
DataRobotMode Analytics
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
DataRobotMode
Free Trial
YesYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
DataRobotMode Analytics
Top Pros

No answers on this topic

Top Cons

No answers on this topic

Features
DataRobotMode Analytics
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
DataRobot
7.1
54 Ratings
17% below category average
Mode Analytics
-
Ratings
Connect to Multiple Data Sources6.149 Ratings00 Ratings
Extend Existing Data Sources5.844 Ratings00 Ratings
Automatic Data Format Detection8.452 Ratings00 Ratings
MDM Integration8.024 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
DataRobot
7.9
53 Ratings
7% below category average
Mode Analytics
-
Ratings
Visualization8.052 Ratings00 Ratings
Interactive Data Analysis7.851 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
DataRobot
7.7
52 Ratings
7% below category average
Mode Analytics
-
Ratings
Interactive Data Cleaning and Enrichment7.445 Ratings00 Ratings
Data Transformations7.550 Ratings00 Ratings
Data Encryption8.126 Ratings00 Ratings
Built-in Processors7.942 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
DataRobot
8.6
55 Ratings
1% above category average
Mode Analytics
-
Ratings
Multiple Model Development Languages and Tools7.746 Ratings00 Ratings
Automated Machine Learning9.355 Ratings00 Ratings
Single platform for multiple model development9.052 Ratings00 Ratings
Self-Service Model Delivery8.451 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
DataRobot
8.3
49 Ratings
3% below category average
Mode Analytics
-
Ratings
Flexible Model Publishing Options8.449 Ratings00 Ratings
Security, Governance, and Cost Controls8.243 Ratings00 Ratings
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
DataRobot
-
Ratings
Mode Analytics
8.5
9 Ratings
4% above category average
Pixel Perfect reports00 Ratings9.34 Ratings
Customizable dashboards00 Ratings8.49 Ratings
Report Formatting Templates00 Ratings7.86 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
DataRobot
-
Ratings
Mode Analytics
7.5
9 Ratings
7% below category average
Drill-down analysis00 Ratings7.18 Ratings
Formatting capabilities00 Ratings6.79 Ratings
Integration with R or other statistical packages00 Ratings7.49 Ratings
Report sharing and collaboration00 Ratings8.78 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
DataRobot
-
Ratings
Mode Analytics
7.9
8 Ratings
5% below category average
Publish to Web00 Ratings8.15 Ratings
Publish to PDF00 Ratings5.98 Ratings
Report Versioning00 Ratings7.74 Ratings
Report Delivery Scheduling00 Ratings9.58 Ratings
Delivery to Remote Servers00 Ratings8.34 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
DataRobot
-
Ratings
Mode Analytics
6.5
9 Ratings
21% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings7.79 Ratings
Location Analytics / Geographic Visualization00 Ratings5.56 Ratings
Predictive Analytics00 Ratings6.46 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
DataRobot
-
Ratings
Mode Analytics
9.4
2 Ratings
10% above category average
Multi-User Support (named login)00 Ratings10.02 Ratings
Role-Based Security Model00 Ratings9.02 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings9.02 Ratings
Single Sign-On (SSO)00 Ratings9.82 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
DataRobot
-
Ratings
Mode Analytics
9.0
1 Ratings
13% above category average
REST API00 Ratings9.01 Ratings
Best Alternatives
DataRobotMode Analytics
Small Businesses
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
SAP Crystal
SAP Crystal
Score 8.9 out of 10
Medium-sized Companies
Mathematica
Mathematica
Score 8.2 out of 10
Reveal
Reveal
Score 9.9 out of 10
Enterprises
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
Jaspersoft Community Edition
Jaspersoft Community Edition
Score 9.7 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
DataRobotMode Analytics
Likelihood to Recommend
8.2
(59 ratings)
8.1
(9 ratings)
Likelihood to Renew
6.4
(4 ratings)
-
(0 ratings)
Usability
-
(0 ratings)
8.1
(4 ratings)
Support Rating
8.2
(5 ratings)
7.4
(5 ratings)
User Testimonials
DataRobotMode Analytics
Likelihood to Recommend
DataRobot
DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.
Read full review
ThoughtSpot
Mode is a clear category winner for how it easy it is to go from interactive analysis to professional quality reporting. You can easily do all your SQL and quite a bit of R/Python. If you want to quickly go from your database to simple charts, this is your pick. If you need to do heavier data modeling, scheduling jobs, or ML, you'll need something else, like Databricks. In my opinion, the quality of visualizations and some developer/analyst features make Databricks an unacceptable substitute.
Read full review
Pros
DataRobot
  • DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
  • Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
  • It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
Read full review
ThoughtSpot
  • It allows me to undertake data visualization tasks by creating really insightful charts and dashboards
  • It allows for easy sharing and work collaboration on data analysis tasks
  • Mode has an easier to use SQL editor as well
  • I love how it organizes all our SQL data tables into easy-to-view data we can draw insights on
Read full review
Cons
DataRobot
  • The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
  • The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
  • The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
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ThoughtSpot
  • Date ranges aren't always the most intuitive to set, strangely
  • Faster refresh rates would be ideal
  • Would love more dynamic mobile device integration (alerts, etc)
Read full review
Likelihood to Renew
DataRobot
DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
Read full review
ThoughtSpot
No answers on this topic
Usability
DataRobot
No answers on this topic
ThoughtSpot
For the advanced user already familiar with Python. It is just the same tool, already managed and connected to the data.
Read full review
Support Rating
DataRobot
As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
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ThoughtSpot
Mode has dedicated agents who are online in a chatroom, ready to take on any questions and provide helpful feedback.
Read full review
Alternatives Considered
DataRobot
I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.
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ThoughtSpot
We used both Qlik and Mode at our organization. The mode was used a quick analysis SQL tool while Qlik was our enterprise BI solution.
Read full review
Return on Investment
DataRobot
  • We have been able to cut costs by not buying leads that we will not be able to sell on
  • We have been able to deploy loan eligibility reporting which brought in new business
  • We have been able to improve the performance of our credit providers and our partners which has helped to retain business
Read full review
ThoughtSpot
  • Extremely positive. It's a key feature in our application.
  • Were it not for the account management bit, Mode would be hands-down our recommendation for anyone looking for cloud BI.
Read full review
ScreenShots

DataRobot Screenshots

Screenshot of Decision FlowsScreenshot of No Code App BuilderScreenshot of AI AppsScreenshot of Automated Time SeriesScreenshot of MLOpsScreenshot of Model Insights