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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

    Domo

    Score8.5 out of 10
    N/ADomo is a full self-service business intelligence software that combines several data analysis and reporting tools into one platform. It helps users connect to multiple data sources, create robust visual reports, manage their data, send messages in real-time, manage projects, and develop new apps.N/A
    Pricing
    dbtDomo
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    dbtDomo
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details
    More Pricing Information
    Features
    dbtDomo
    Data Transformations
    Comparison of Data Transformations features of dbt and Domo
    Feature
    dbt
    9.8
    8 Ratings
    19% above category average
    Domo
    -
    Ratings
    Simple transformations10.08 Ratings00 Ratings
    Complex transformations9.58 Ratings00 Ratings
    Data Modeling
    Comparison of Data Modeling features of dbt and Domo
    Feature
    dbt
    9.1
    8 Ratings
    14% above category average
    Domo
    -
    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 Domo
    Feature
    dbt
    -
    Ratings
    Domo
    9.8
    72 Ratings
    18% above category average
    Pixel Perfect reports00 Ratings9.750 Ratings
    Customizable dashboards00 Ratings9.972 Ratings
    Report Formatting Templates00 Ratings9.765 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of dbt and Domo
    Feature
    dbt
    -
    Ratings
    Domo
    9.5
    71 Ratings
    17% above category average
    Drill-down analysis00 Ratings9.670 Ratings
    Formatting capabilities00 Ratings9.669 Ratings
    Integration with R or other statistical packages00 Ratings9.01 Ratings
    Report sharing and collaboration00 Ratings9.971 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of dbt and Domo
    Feature
    dbt
    -
    Ratings
    Domo
    9.0
    69 Ratings
    9% above category average
    Publish to Web00 Ratings9.954 Ratings
    Publish to PDF00 Ratings9.656 Ratings
    Report Versioning00 Ratings7.01 Ratings
    Report Delivery Scheduling00 Ratings9.765 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of dbt and Domo
    Feature
    dbt
    -
    Ratings
    Domo
    8.9
    70 Ratings
    11% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings9.870 Ratings
    Location Analytics / Geographic Visualization00 Ratings9.864 Ratings
    Predictive Analytics00 Ratings7.01 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of dbt and Domo
    Feature
    dbt
    -
    Ratings
    Domo
    9.7
    71 Ratings
    13% above category average
    Multi-User Support (named login)00 Ratings9.868 Ratings
    Role-Based Security Model00 Ratings9.765 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings9.669 Ratings
    Report-Level Access Control00 Ratings9.74 Ratings
    Single Sign-On (SSO)00 Ratings10.01 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of dbt and Domo
    Feature
    dbt
    -
    Ratings
    Domo
    9.0
    63 Ratings
    15% above category average
    Responsive Design for Web Access00 Ratings8.661 Ratings
    Mobile Application00 Ratings8.752 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings8.760 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of dbt and Domo
    Feature
    dbt
    -
    Ratings
    Domo
    7.7
    1 Ratings
    1% below category average
    REST API00 Ratings8.01 Ratings
    Javascript API00 Ratings8.01 Ratings
    iFrames00 Ratings8.01 Ratings
    Java API00 Ratings8.01 Ratings
    Themeable User Interface (UI)00 Ratings7.01 Ratings
    Customizable Platform (Open Source)00 Ratings7.01 Ratings
    Best Alternatives
    dbtDomo
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    Score10 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.2 out of 10
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    SolarWinds Task Factory
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    All AlternativesView all alternativesView all alternatives
    User Ratings
    dbtDomo
    Likelihood to Recommend
    10.0
    (10 ratings)
    10.0
    (75 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    8.0
    (2 ratings)
    Usability
    9.8
    (3 ratings)
    9.8
    (36 ratings)
    Support Rating
    -
    (0 ratings)
    9.2
    (14 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.1
    (21 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.2
    (35 ratings)
    Data Sources
    -
    (0 ratings)
    8.3
    (35 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    7.5
    (6 ratings)
    User Testimonials
    dbtDomo
    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
    Domo
    I believe that companies that record large amounts of data about their product, service employers KPIs, etc, can make the best out of Domo for reporting and data analysis, but if a company handles little data and is not recording this consistently, it will not be of much use.
    Read full review
    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
    Read full review
    Domo
    • Exceptional Transform area of the platform - any/all raw data can be manipulated and combined to create datasources that are very useful for our departments.
    • Visualization layer is clean and is very business presentable. Its simple but includes depth. Visuals can be created/used by all roles throughout our firm, its not limited to analysts.
    • Ability to communicate and talk about insights in the data - the communication tool is exceptional. I can @ mention specific users to bring attention to a discovery. I can start a private chat. I can annotate and communicate what I am seeing. I love it.
    • Mobile experience is excellent. When I am on the road i can actively monitor and engage with my team due to my Domo dashboard on my mobile device. Its amazing to run the business and not worry while away from the office.
    Incentivized
    Read full review
    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
    Domo
    • Copying Reports - In Excel or Google Sheets, I like to make copies of similar reports and modify them as necessary for users. In Domo, makes copies of reports (called cards) but all copies are connected. So if you adjust the copy, it changes the original. This means a user has to recreate the report from scratch and then adjust it.
    • Unforgiving SQL - Domo does allow users to write their own SQL codes, which is great. However, Domo's SQL code is pickier than the other SQL database I've used (Metabase).
    • Text Alerts - Domo's alerts aren't always the smartest. Some of my dashboards are about the sales teams monthly performance and I get notified when there is a change of more than 20%. I always get notified at the start of the month that reports have changed from 'x' number to zero. This is expected because it's a monthly report and I hate getting texts about it. The only reason I don't term them off so I can be aware if something breaks in the middle of the month.
    Incentivized
    Read full review
    Likelihood to Renew
    dbt Labs
    No answers on this topic
    Domo
    Domo is a great up-and-coming product. There are many fantastic features that are extremely compelling to our end users, which makes Domo a great fit for our organization. As with many BI tools, there are items on the wish list that could make implementation, administration and usage easier, but I believe these will be addressed over time as the product matures and evolves. The overall concept and approach of this solution has definitely raised the bar in this area of expertise and I would like to see things advance in giving the enterprise tools that will make decision making easier and more robust in the future.
    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
    Read full review
    Domo
    The built-in user support and intuitive design of Domo makes it simple to learn and use. I find I can spend hours drilling deep, or else quickly gain an overview in just a few minutes. This is a great advantage since the flexibility fits well with the demands of my role. I enjoy using Domo since I know it will give me comparative data across almost every variable I might want to explore - I look forward to it!
    Incentivized
    Read full review
    Support Rating
    dbt Labs
    No answers on this topic
    Domo
    Pretty responsive. It took a while to get a response in selecting data points for our particular cards. Might have taken about a month? I am not sure if this was something on our end or Domo's end. But haven't had any other issues yet that required additional support from Domo.
    Incentivized
    Read full review
    Implementation Rating
    dbt Labs
    No answers on this topic
    Domo
    It is a true web-based application so implementation is much easier and smoother compared to other non-web based BI solutions. Also, they offered consulting services during the implementation process, which was helpful. Also, they provided lots of on-demand training courses and videos, which I liked.
    Incentivized
    Read full review
    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
    Read full review
    Domo
    At the end of the day, end-user adoption and taking the burden of IT to build reports was my goal. Demoing and testing many BI tools, DOMO is the one that allowed both to happen.
    Incentivized
    Read full review
    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
    Read full review
    Domo
    • I mentioned a "previously un-analyzable" dataset that we were able to visualize in Domo - the result was business re-alignment for increased productivity, cost savings and ROI.
    • It's tough to quantify the ability to provide insights that have been desired for years but not possible - we continue to amaze our executives and product managers with the analysis we can provide.
    Incentivized
    Read full review
    ScreenShots

    Domo Screenshots

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