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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    dbt

    Score9.2 out of 10
    N/Adbt is an SQL development environment, developed by Fishtown Analytics, now known as dbt Labs. The vendor states that with dbt, analysts take ownership of the entire analytics engineering workflow, from writing data transformation code to deployment and documentation. dbt Core is distributed under the Apache 2.0 license, and paid Teams and Enterprise editions are available.

    $0

    per month per seat

    SAP Analytics Cloud

    Score8.1 out of 10
    N/AThe SAP Analytics Cloud solution brings together analytics and planning with integration to SAP applications and access to heterogenous data sources. As the analytics and planning solution within SAP Business Technology Platform, SAP Analytics Cloud supports trusted insights and integrated planning processes enterprise-wide to help make decisions without doubt.

    $36

    per month per user

    Pricing
    dbtSAP Analytics Cloud
    Editions & Modules
    No answers on this topic
    SAP Analytics Cloud for Business Intelligence
    $36.00
    per month per user
    SAP Analytics Cloud for Planning
    Price upon request
    per month per user
    Offerings
    Pricing Offerings
    dbtSAP Analytics Cloud
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—A 30-day trial with SAP Analytics Cloud is available, supporting analytics enterprise-wide. A trial can be extended up to 90 days on request.
    More Pricing Information
    Features
    dbtSAP Analytics Cloud
    Data Transformations
    Comparison of Data Transformations features of dbt and SAP Analytics Cloud
    Feature
    dbt
    9.8
    8 Ratings
    19% above category average
    SAP Analytics Cloud
    -
    Ratings
    Simple transformations10.08 Ratings00 Ratings
    Complex transformations9.58 Ratings00 Ratings
    Data Modeling
    Comparison of Data Modeling features of dbt and SAP Analytics Cloud
    Feature
    dbt
    9.1
    8 Ratings
    14% above category average
    SAP Analytics Cloud
    -
    Ratings
    Data model creation9.88 Ratings00 Ratings
    Metadata management8.88 Ratings00 Ratings
    Business rules and workflow9.08 Ratings00 Ratings
    Collaboration10.06 Ratings00 Ratings
    Testing and debugging8.08 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of dbt and SAP Analytics Cloud
    Feature
    dbt
    -
    Ratings
    SAP Analytics Cloud
    7.6
    357 Ratings
    7% below category average
    Pixel Perfect reports00 Ratings7.4302 Ratings
    Customizable dashboards00 Ratings7.9345 Ratings
    Report Formatting Templates00 Ratings7.4319 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of dbt and SAP Analytics Cloud
    Feature
    dbt
    -
    Ratings
    SAP Analytics Cloud
    7.5
    358 Ratings
    6% below category average
    Drill-down analysis00 Ratings7.9348 Ratings
    Formatting capabilities00 Ratings7.3345 Ratings
    Integration with R or other statistical packages00 Ratings6.9256 Ratings
    Report sharing and collaboration00 Ratings8.1334 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of dbt and SAP Analytics Cloud
    Feature
    dbt
    -
    Ratings
    SAP Analytics Cloud
    7.4
    339 Ratings
    10% below category average
    Publish to Web00 Ratings7.7290 Ratings
    Publish to PDF00 Ratings7.8321 Ratings
    Report Versioning00 Ratings7.5282 Ratings
    Report Delivery Scheduling00 Ratings7.5278 Ratings
    Delivery to Remote Servers00 Ratings6.758 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of dbt and SAP Analytics Cloud
    Feature
    dbt
    -
    Ratings
    SAP Analytics Cloud
    7.4
    343 Ratings
    8% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings7.8325 Ratings
    Location Analytics / Geographic Visualization00 Ratings7.5312 Ratings
    Predictive Analytics00 Ratings7.2312 Ratings
    Pattern Recognition and Data Mining00 Ratings7.099 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of dbt and SAP Analytics Cloud
    Feature
    dbt
    -
    Ratings
    SAP Analytics Cloud
    8.2
    349 Ratings
    3% below category average
    Multi-User Support (named login)00 Ratings8.2323 Ratings
    Role-Based Security Model00 Ratings8.1331 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.1324 Ratings
    Report-Level Access Control00 Ratings8.2134 Ratings
    Single Sign-On (SSO)00 Ratings8.5327 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of dbt and SAP Analytics Cloud
    Feature
    dbt
    -
    Ratings
    SAP Analytics Cloud
    7.4
    294 Ratings
    5% below category average
    Responsive Design for Web Access00 Ratings7.5283 Ratings
    Mobile Application00 Ratings6.8247 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings7.0274 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of dbt and SAP Analytics Cloud
    Feature
    dbt
    -
    Ratings
    SAP Analytics Cloud
    7.1
    66 Ratings
    9% below category average
    REST API00 Ratings7.156 Ratings
    Javascript API00 Ratings7.049 Ratings
    iFrames00 Ratings7.143 Ratings
    Java API00 Ratings7.142 Ratings
    Themeable User Interface (UI)00 Ratings7.451 Ratings
    Customizable Platform (Open Source)00 Ratings6.843 Ratings
    Best Alternatives
    dbtSAP Analytics Cloud
    Small Businesses
    Skyvia
    Score10 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    IBM InfoSphere Information Server
    Score10 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    SolarWinds Task Factory
    Score8.3 out of 10
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    dbtSAP Analytics Cloud
    Likelihood to Recommend
    10.0
    (10 ratings)
    8.1
    (382 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    8.7
    (22 ratings)
    Usability
    9.8
    (3 ratings)
    7.7
    (307 ratings)
    Availability
    -
    (0 ratings)
    5.0
    (1 ratings)
    Performance
    -
    (0 ratings)
    4.0
    (1 ratings)
    Support Rating
    -
    (0 ratings)
    6.3
    (73 ratings)
    In-Person Training
    -
    (0 ratings)
    9.0
    (1 ratings)
    Online Training
    -
    (0 ratings)
    5.1
    (2 ratings)
    Implementation Rating
    -
    (0 ratings)
    6.3
    (9 ratings)
    Configurability
    -
    (0 ratings)
    5.0
    (1 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    8.0
    (1 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.0
    (61 ratings)
    Data Sources
    -
    (0 ratings)
    8.1
    (61 ratings)
    Ease of integration
    -
    (0 ratings)
    6.0
    (1 ratings)
    Product Scalability
    -
    (0 ratings)
    7.0
    (1 ratings)
    Professional Services
    -
    (0 ratings)
    8.0
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    8.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    8.0
    (1 ratings)
    User Testimonials
    dbtSAP Analytics Cloud
    Likelihood to Recommend
    dbt Labs
    The prerequisite is that you have a supported database/data warehouse and have already found a way to ingest your raw data. Then dbt is very well suited to manage your transformation logic if the people using it are familiar with SQL. If you want to benefit from bringing engineering practices to data, dbt is a great fit. It can bring CI/CD practices, version control, automated testing, documentation generation, etc. It is not so well suited if the people managing the transformation logic do not like to code (in SQL) but prefer graphical user interfaces.
    Incentivized
    Read full review
    SAP
    >> Using SAC predictive analytics capabilities for inventory management in a Production line setup has helped generate Purchase Requisitions and Purchase Orders for raw or semi-finished goods without much head-banging into Demand management rules. It does it beautifully with seamless integration with HANA core MM and PP modules, along with BI integration. It has resulted in 30% greater warehouse storage capacity, thereby saving revenue from piled-up inventory and associated manpower costs. >> SAC sometimes shows latency in working out a large data set, thus giving a poor user experience compared to its competition. Also, it may occasionally show misinterpretations when embedding data from 3rd-party systems into the HANA core dataset.
    Incentivized
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    Pros
    dbt Labs
    • dbt supports version control through GIT, this allows teams to collaborate and track the data transformation logic.
    • dbt allows us to build data models which helps to break complex transformation logic into simple and smaller logic.
    • dbt is completely based on SQL which allows data analyst and data engineers to build the transformation logic.
    • dbt can be easily integrated with snowflake.
    Incentivized
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    SAP
    • It makes it easier yo analyse order and related records easily.
    • We can easily maintain and track the performance of employees in organisation.
    • Can easily track various aspects for the growth of an organisation thus allowing real time analysis and tracking of organisation's growth and performance.
    Incentivized
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    Cons
    dbt Labs
    • Field-level lineage (currently at table level)
    • Documentation inheritance - if a field is documented the downstream field of the same name could inherit the doc info
    • Adding python model support (in beta now)
    Incentivized
    Read full review
    SAP
    • Complexity in Data Modeling
    • SAC supports various data sources, but improvements in the ease of connecting to and integrating with certain data repositories, especially non-SAP databases, would enhance the platform's versatility and integration capabilities.
    • An offline mode for SAC could be valuable for users who need to access and analyze data without an internet connection. Additionally, optimizing performance for large datasets and complex visualizations would contribute to a smoother user experience.
    Incentivized
    Read full review
    Likelihood to Renew
    dbt Labs
    No answers on this topic
    SAP
    We are planning to review the licensing as we have issues with SAC dealing with huge datasets. Analytics area is good for import models but when we have live connections in place that's when we have issue with SAC dealing with huge datasets in live be it BW or be it HANA models in the backend.
    Incentivized
    Read full review
    Usability
    dbt Labs
    dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.
    Incentivized
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    SAP
    I landed on a 7 out of 10 for a few key reasons. The tool is flexible in the sense that we are using very very very (very) little off the shelf solutions and customizing to our needs. Users enjoy having the customized data actions, key variance calculations, and easy to use headcount/salary planning in the same tool. One downside is that users are hard to please when they are used to excel. SAP Analytics Cloud simply is not excel, and the flexibility of excel in a crunch is not there.
    Incentivized
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    Reliability and Availability
    dbt Labs
    No answers on this topic
    SAP
    I would rate SAP Analytics Cloud an 8 out of 10 for scalability. It offers a flexible, cloud-based architecture that supports expansion across departments and geographies. The platform adapts well to growing data volumes and user needs, making it a strong choice for organizations looking to scale analytics capabilities efficiently.
    Incentivized
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    Performance
    dbt Labs
    No answers on this topic
    SAP
    I would rate SAP Analytics Cloud’s performance an 8 out of 10. Pages generally load quickly, and reports run within a reasonable time frame, even with complex datasets. Integration with other systems is smooth and doesn’t noticeably affect performance. Overall, it’s a responsive and efficient tool for business analytics. But
    Incentivized
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    Support Rating
    dbt Labs
    No answers on this topic
    SAP
    Since the implementation stage, the support team has been very helpful and assisting. Even in the later stages, the tech team had quite a rapid response. In general, SAP has provided us with great customer support, let it be for a specific product of SAP or for integration of different modules.
    Incentivized
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    In-Person Training
    dbt Labs
    No answers on this topic
    SAP
    Good videos and reference material available in SAP Portal.
    Incentivized
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    Online Training
    dbt Labs
    No answers on this topic
    SAP
    In hindsight, it would have been easier to have someone there in person. Questions were answered, but with 11 participants, it got a bit chaotic online
    Incentivized
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    Implementation Rating
    dbt Labs
    No answers on this topic
    SAP
    SAC is a simple solution ad it works fine when connecting it to other SAP tools. On the other hand, connecting it to third party solutions brings difficulties when there's no previous design and the objetives are not clear. It is really important to integrate Business users from the start to provide with valuable business insights
    Incentivized
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    Alternatives Considered
    dbt Labs
    I actually don't know what the alternative to dbt is. I'm sure one must exist other than more 'roll your own' options like Apache Airflow, say, bu tin terms of super easy managed/cloud data transforms, dbt really does seem to be THE tool to use. It's $50/month per dev, BUT there's a FREE version for 1 dev seat with no read-only access for anyone else, so you can always start with that and then buy yourself a seat later.
    Incentivized
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    SAP
    SAP Analytics Cloud and Power BI are both tools that help businesses understand their data, but they have some differences. SAC, made by SAP, works well if your company already uses other SAP products. It's in the cloud, easy to use, and has features for analyzing data, getting insights, and planning for the future. Power BI, made by Microsoft, can be used in the cloud or on your own computers. It fits well with Microsoft tools, is easy to use, and can do advanced data analysis. SAC has built-in planning tools, while Power BI needs extra tools for detailed planning
    Incentivized
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    Contract Terms and Pricing Model
    dbt Labs
    No answers on this topic
    SAP
    unit pricing
    Incentivized
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    Scalability
    dbt Labs
    No answers on this topic
    SAP
    Is good for use across multiple locations. It allows users to access data and reports from anywhere, regardless of their location. Can consolidate data from various sources, including different SAP systems and external sources, which facilitates cross-location analysis. SAC enables access to data and models from SAP Datasphere to create new stories. Detailed permissions can be defined for cross-departmental use.
    Incentivized
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    Professional Services
    dbt Labs
    No answers on this topic
    SAP
    very simple
    Incentivized
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    Return on Investment
    dbt Labs
    • Simplified our BI layer for faster load times
    • Increased the quality of data reaching our end users
    • Makes complex transformations manageable
    Incentivized
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    SAP
    • Many manual data manipulations and exports in Excel have been replaced by the tool, providing management with improved insight into the amount of time spent at each stage of an invoice's lifetime, allowing bottlenecks to be discovered.
    • We now have more insight into the data, and people with little technical experience can easily build stories.
    Incentivized
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