Databricks Lakehouse Platform
50 Ratings
IBM CPLEX Optimization Studio
4 Ratings

Databricks Lakehouse Platform

50 Ratings
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Score 8.7 out of 100

Based on 50 reviews and ratings

IBM CPLEX Optimization Studio

4 Ratings
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Score 7.3 out of 100

Based on 4 reviews and ratings

Feature Set Ratings

    Platform Connectivity

    Databricks Lakehouse Platform

    Feature Set Not Supported
    N/A
    6.3

    IBM CPLEX Optimization Studio

    63%
    IBM CPLEX Optimization Studio ranks higher in 4/4 features
    IBM CPLEX Optimization Studio ranks higher in 4/4 features

    Connect to Multiple Data Sources

    N/A
    0 Ratings
    8.0
    80%
    1 Rating

    Extend Existing Data Sources

    N/A
    0 Ratings
    6.0
    60%
    1 Rating

    Automatic Data Format Detection

    N/A
    0 Ratings
    6.0
    60%
    1 Rating

    MDM Integration

    N/A
    0 Ratings
    5.0
    50%
    1 Rating

    Data Exploration

    Databricks Lakehouse Platform

    Feature Set Not Supported
    N/A
    2.5

    IBM CPLEX Optimization Studio

    25%
    IBM CPLEX Optimization Studio ranks higher in 2/2 features
    IBM CPLEX Optimization Studio ranks higher in 2/2 features

    Visualization

    N/A
    0 Ratings
    1.0
    10%
    1 Rating

    Interactive Data Analysis

    N/A
    0 Ratings
    4.0
    40%
    1 Rating

    Data Preparation

    Databricks Lakehouse Platform

    Feature Set Not Supported
    N/A
    5.3

    IBM CPLEX Optimization Studio

    53%
    IBM CPLEX Optimization Studio ranks higher in 4/4 features
    IBM CPLEX Optimization Studio ranks higher in 4/4 features

    Interactive Data Cleaning and Enrichment

    N/A
    0 Ratings
    5.0
    50%
    1 Rating

    Data Transformations

    N/A
    0 Ratings
    7.0
    70%
    1 Rating

    Data Encryption

    N/A
    0 Ratings
    7.0
    70%
    1 Rating

    Built-in Processors

    N/A
    0 Ratings
    2.0
    20%
    1 Rating

    Platform Data Modeling

    Databricks Lakehouse Platform

    Feature Set Not Supported
    N/A
    5.7

    IBM CPLEX Optimization Studio

    57%
    IBM CPLEX Optimization Studio ranks higher in 3/3 features
    IBM CPLEX Optimization Studio ranks higher in 3/3 features

    Multiple Model Development Languages and Tools

    N/A
    0 Ratings
    6.0
    60%
    1 Rating

    Automated Machine Learning

    N/A
    0 Ratings
    5.0
    50%
    1 Rating

    Single platform for multiple model development

    N/A
    0 Ratings
    6.0
    60%
    1 Rating

    Model Deployment

    Databricks Lakehouse Platform

    Feature Set Not Supported
    N/A
    8.0

    IBM CPLEX Optimization Studio

    80%
    IBM CPLEX Optimization Studio ranks higher in 2/2 features
    IBM CPLEX Optimization Studio ranks higher in 2/2 features

    Flexible Model Publishing Options

    N/A
    0 Ratings
    8.0
    80%
    1 Rating

    Security, Governance, and Cost Controls

    N/A
    0 Ratings
    8.0
    80%
    1 Rating

    Attribute Ratings

    • Databricks Lakehouse Platform (Unified Analytics Platform) is rated higher in 1 area: Support Rating
    • IBM CPLEX Optimization Studio is rated higher in 1 area: Likelihood to Recommend
    • Databricks Lakehouse Platform (Unified Analytics Platform) and IBM CPLEX Optimization Studio are tied in 1 area: Usability

    Likelihood to Recommend

    8.7

    Databricks Lakehouse Platform

    87%
    15 Ratings
    9.0

    IBM CPLEX Optimization Studio

    90%
    1 Rating

    Usability

    9.0

    Databricks Lakehouse Platform

    90%
    3 Ratings
    9.0

    IBM CPLEX Optimization Studio

    90%
    1 Rating

    Support Rating

    7.5

    Databricks Lakehouse Platform

    75%
    2 Ratings
    7.0

    IBM CPLEX Optimization Studio

    70%
    1 Rating

    Contract Terms and Pricing Model

    8.0

    Databricks Lakehouse Platform

    80%
    1 Rating

    IBM CPLEX Optimization Studio

    N/A
    0 Ratings

    Professional Services

    10.0

    Databricks Lakehouse Platform

    100%
    1 Rating

    IBM CPLEX Optimization Studio

    N/A
    0 Ratings

    Likelihood to Recommend

    Databricks Lakehouse Platform

    If you need a managed big data megastore, which has native integration with highly optimized Apache Spark Engine and native integration with MLflow, go for Databricks Lakehouse Platform. The Databricks Lakehouse Platform is a breeze to use and analytics capabilities are supported out of the box. You will find it a bit difficult to manage code in notebooks but you will get used to it soon.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 15 answers on this topic

    IBM CPLEX Optimization Studio

    It is well suited for solving large-sized, mixed-integer, and integer programming problems. Now, the new version supports for Multi-Objective optimization along with some new algorithms such as Benders Decomposition. It is less appropriate for quadratic programming problems where the objective function is the product of multiple variables. However, it's very easy to code any problem.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 1 answers on this topic

    Pros

    Databricks Lakehouse Platform

    • Process raw data in One Lake (S3) env to relational tables and views
    • Share notebooks with our business analysts so that they can use the queries and generate value out of the data
    • Try out PySpark and Spark SQL queries on raw data before using them in our Spark jobs
    • Modern day ETL operations made easy using Databricks. Provide access mechanism for different set of customers

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    Anonymous | TrustRadius Reviewer
    Verified User
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    IBM CPLEX Optimization Studio

    • Integer programming.
    • Mixed integer programming.
    • Quadratic programming.
    • Multi-objective optimization.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 1 answers on this topic

    Cons

    Databricks Lakehouse Platform

    • Better Localized Testing
    • When they were primarily OSS Spark; it was easier to test/manage releases versus the newer DB Runtime. Wish there was more configuration in Runtime less pick a version.
    • Graphing Support went non-existent; when it was one of their compelling general engine.

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    Anonymous | TrustRadius Reviewer
    Verified User
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    IBM CPLEX Optimization Studio

    • Data handling from different sources like Note Pad, etc.
    • Large size of MILP problems.
    • Various parameters to set.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 1 answers on this topic

    Pricing Details

    Databricks Lakehouse Platform

    General

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

    Starting Price

    $0.07 Per DBU

    Databricks Lakehouse Platform Editions & Modules

    Edition
    Standard$0.071
    Premium$0.101
    Enterprise$0.131
    1. Per DBU
    Additional Pricing Details
    —

    IBM CPLEX Optimization Studio

    General

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

    Starting Price

    $199 Per User Per Month

    IBM CPLEX Optimization Studio Editions & Modules

    Edition
    Developer Subscription$199.001
    1. Per User Per Month
    Additional Pricing Details
    —

    Usability

    Databricks Lakehouse Platform

    Databricks Lakehouse Platform 9.0
    Based on 3 answers
    Because it is an amazing platform for designing experiments and delivering a deep dive analysis that requires execution of highly complex queries, as well as it allows to share the information and insights across the company with their shared workspaces, while keeping it secured.

    in terms of graph generation and interaction it could improve their UI and UX

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 3 answers on this topic

    IBM CPLEX Optimization Studio

    IBM CPLEX Optimization Studio 9.0
    Based on 1 answer
    It's nice to use and with good optimization.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 1 answers on this topic

    Support Rating

    Databricks Lakehouse Platform

    Databricks Lakehouse Platform 7.5
    Based on 2 answers
    One of the best customer and technology support that I have ever experienced in my career. You pay for what you get and you get the Rolls Royce. It reminds me of the customer support of SAS in the 2000s when the tools were reaching some limits and their engineer wanted to know more about what we were doing, long before "data science" was even a name. Databricks truly embraces the partnership with their customer and help them on any given challenge.

    Read full review

    Jonatan Bouchard | TrustRadius Reviewer
    Jonatan Bouchard
    View all 2 answers on this topic

    IBM CPLEX Optimization Studio

    IBM CPLEX Optimization Studio 7.0
    Based on 1 answer
    Honestly, to say, I never contacted CPLEX but used its forum to know/clarify any issues I faced.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 1 answers on this topic

    Alternatives Considered

    Databricks Lakehouse Platform

    Databricks has a much better edge than Synapse in hundred different ways. Databricks has Photon engine, faster available release in cloud and databricks does not run on Open source spark version so better optimization, better performance and better agility and all kind of performance boost can be achieved in Databricks rather Open source synapse spark

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 15 answers on this topic

    IBM CPLEX Optimization Studio

    Compared with MATLAB, CPLEX is a more user-friendly and simpler structure for writing models. This one also has a good return on investment.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 1 answers on this topic

    Contract Terms and Pricing Model

    Databricks Lakehouse Platform

    Databricks Lakehouse Platform 8.0
    Based on 1 answer
    The problem with this tool and all other ones that are at the top of the industry, it's so expensive that soon as another one will be on the market and deliver the same or different value, it will be catastrophic for them. So you get the fact that they are cashing every dime right now like SAS or Hadoop once did. Now, look at them

    Read full review

    Jonatan Bouchard | TrustRadius Reviewer
    Jonatan Bouchard
    View all 1 answers on this topic

    IBM CPLEX Optimization Studio

    No score
    No answers yet
    No answers on this topic

    Professional Services

    Databricks Lakehouse Platform

    Databricks Lakehouse Platform 10.0
    Based on 1 answer
    Again, another level of professional services, this is not their biggest strength but this is the cherry on top. I couldn't think about any other professional services like this one. Now I'm talking about meaningful services that really help out our project and delivery.

    Read full review

    Jonatan Bouchard | TrustRadius Reviewer
    Jonatan Bouchard
    View all 1 answers on this topic

    IBM CPLEX Optimization Studio

    No score
    No answers yet
    No answers on this topic

    Return on Investment

    Databricks Lakehouse Platform

    • Machine learning is a very new concept and not many universities offer to teach it. My school and a few others have been utilizing Databricks as one of the tools to teach and learn machine learning. By doing this, my university is creating a strong future workforce for the job market.

    Read full review

    Ann Le | TrustRadius Reviewer
    Ann Le
    View all 15 answers on this topic

    IBM CPLEX Optimization Studio

    • Better for price.
    • Many model parameters/features.
    • No visualization.

    Read full review

    Anonymous | TrustRadius Reviewer
    Verified User
    View all 1 answers on this topic

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