TrustRadius: an HG Insights company

Save this comparison

Save this comparison

Add Product

Recommended Comparisons

    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Alteryx Platform

    Score9 out of 10
    N/AThe Alteryx AI Platform gives organization automated data preparation, AI-powered analytics, and machine learning with embedded governance and security. Its self-service functionality, with self-service data prep, machine learning, and AI-generated insights, gives enterprise teams with a simplified user experience allowing everyone to create analytic solutions that improve productivity, efficiency, and the bottom line. Alteryx Designer can be used to automate every analytics step…

    $14,850

    per year 3 users (minimum), cloud edition

    Azure Data Factory

    Score8 out of 10
    N/AMicrosoft's Azure Data Factory is a service built for all data integration needs and skill levels. It is designed to allow the user to easily construct ETL and ELT processes code-free within the intuitive visual environment, or write one's own code. Visually integrate data sources using more than 80 natively built and maintenance-free connectors at no added cost. Focus on data—the serverless integration service does the rest.N/A

    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

    Pricing
    Alteryx PlatformAzure Data Factorydbt
    Editions & Modules
    Designer Desktop
    starting at $5,195
    per year per user
    Designer Cloud Professional Edition
    Starting at $4,950
    per year per user (minimum of 3 users)
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    Alteryx PlatformAzure Data Factorydbt
    Free Trial
    YesNoYes
    Free/Freemium Version
    NoNoYes
    Premium Consulting/Integration Services
    YesNoYes
    Entry-level Setup FeeNo setup feeNo setup feeNo setup fee
    Additional Details
    More Pricing Information
    Features
    Alteryx PlatformAzure Data Factorydbt
    Data Source Connection
    Comparison of Data Source Connection features of Alteryx Platform and Azure Data Factory and dbt
    Feature
    Alteryx Platform
    -
    Ratings
    Azure Data Factory
    8.5
    10 Ratings
    1% above category average
    dbt
    -
    Ratings
    Connect to traditional data sources00 Ratings9.010 Ratings00 Ratings
    Connecto to Big Data and NoSQL00 Ratings8.010 Ratings00 Ratings
    Data Transformations
    Comparison of Data Transformations features of Alteryx Platform and Azure Data Factory and dbt
    Feature
    Alteryx Platform
    -
    Ratings
    Azure Data Factory
    7.8
    10 Ratings
    4% below category average
    dbt
    9.8
    8 Ratings
    19% above category average
    Simple transformations00 Ratings8.710 Ratings10.08 Ratings
    Complex transformations00 Ratings7.010 Ratings9.58 Ratings
    Data Modeling
    Comparison of Data Modeling features of Alteryx Platform and Azure Data Factory and dbt
    Feature
    Alteryx Platform
    -
    Ratings
    Azure Data Factory
    6.2
    10 Ratings
    25% below category average
    dbt
    9.1
    8 Ratings
    14% above category average
    Data model creation00 Ratings4.37 Ratings9.88 Ratings
    Metadata management00 Ratings5.48 Ratings8.88 Ratings
    Business rules and workflow00 Ratings6.010 Ratings9.08 Ratings
    Collaboration00 Ratings7.09 Ratings10.06 Ratings
    Testing and debugging00 Ratings6.310 Ratings8.08 Ratings
    Data Governance
    Comparison of Data Governance features of Alteryx Platform and Azure Data Factory and dbt
    Feature
    Alteryx Platform
    -
    Ratings
    Azure Data Factory
    5.6
    10 Ratings
    36% below category average
    dbt
    -
    Ratings
    Integration with data quality tools00 Ratings4.310 Ratings00 Ratings
    Integration with MDM tools00 Ratings7.09 Ratings00 Ratings
    Best Alternatives
    Alteryx PlatformAzure Data Factorydbt
    Small Businesses
    IBM SPSS Statistics
    Score8 out of 10
    Skyvia
    Score10 out of 10
    Skyvia
    Score10 out of 10
    Medium-sized Companies
    JMP
    Score9.8 out of 10
    IBM InfoSphere Information Server
    Score10 out of 10
    IBM InfoSphere Information Server
    Score10 out of 10
    Enterprises
    JMP
    Score9.8 out of 10
    SolarWinds Task Factory
    Score8.3 out of 10
    SolarWinds Task Factory
    Score8.3 out of 10
    All AlternativesView all alternativesView all alternativesView all alternatives
    User Ratings
    Alteryx PlatformAzure Data Factorydbt
    Likelihood to Recommend
    9.2
    (138 ratings)
    7.3
    (10 ratings)
    10.0
    (10 ratings)
    Likelihood to Renew
    8.9
    (19 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Usability
    9.1
    (53 ratings)
    7.7
    (3 ratings)
    9.8
    (3 ratings)
    Availability
    7.3
    (4 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Performance
    9.0
    (45 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Support Rating
    9.3
    (52 ratings)
    7.0
    (1 ratings)
    -
    (0 ratings)
    In-Person Training
    7.0
    (1 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Online Training
    8.5
    (2 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Implementation Rating
    8.0
    (5 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Configurability
    7.3
    (2 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Data Sharing and Collaboration
    8.4
    (30 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Data Sources
    8.7
    (30 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Ease of integration
    8.2
    (3 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Product Scalability
    7.3
    (3 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Vendor post-sale
    8.2
    (2 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Vendor pre-sale
    7.3
    (1 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    User Testimonials
    Alteryx PlatformAzure Data Factorydbt
    Likelihood to Recommend
    Alteryx
    I would 100% recommend Alteryx to a friend, for me its friendly interface is the best, it has all the tools I need without the headache that programming is. It can be used for simple or complex analysis, so honestly, I don’t see a scenario where it wouldn’t suit. I’ve used Alteryx to make simple things I could do in Excel, for example, but it was less complex and faster to do in Alteryx, so why not? Its a very versatile tool.
    Incentivized
    Read full review
    Microsoft
    Best scenario is for ETL process. The flexibility and connectivity is outstanding. For our environment, SAP data connectivity with Azure Data Factory offers very limited features compared to SAP Data Sphere. Due to the limited modelling capacity of the tool, we use Databricks for data modelling and cleaning. Usage of multiple tools could have been avoided if adf has modelling capabilities.
    Incentivized
    Read full review
    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
    Pros
    Alteryx
    • Pulling data from multiple disparate data sources.
    • Allows users to see the data at every step of the workflow to be able to cleanse, analyze, and optimize the data.
    • Provides an analytics platform that is easy for users of all levels to thrive in whether they are just starting out in their analytics journey or they have a master's degree in Data Science.
    Read full review
    Microsoft
    • Data Ingestion - it works very well with numerous data sources.
    • Data pipeline orchestration: It is a generic, popular tool for orchestrating data pipelines.
    • Works well in Azure ecosystem, Azure services and data platforms like Databricks.
    • It is a serverless and scalable solution for cloud data integration.
    Incentivized
    Read full review
    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
    Cons
    Alteryx
    • Steeper Learning Curve: Alteryx can have a steep learning curve for users who are new to the platform or have limited experience with data analytics. Enhancements to the user interface and user onboarding resources could help make the learning process more intuitive and accessible to a wider range of users.
    • Enhanced Data Visualization Capabilities: Alteryx offers basic data visualization capabilities, but there is room for improvement in terms of advanced visualizations and interactive dashboarding features. Adding more sophisticated chart types, interactive widgets, and customization options would enhance the data visualization capabilities within the platform.
    • Improved Error Handling and Debugging: Alteryx provides error handling mechanisms, but enhancing the error reporting and debugging capabilities would be beneficial. Improved error messages, better visibility into data flow, and debugging tools could help users troubleshoot and resolve issues more efficiently.
    Incentivized
    Read full review
    Microsoft
    • Granularity of Errors: Sometimes, Azure Data Factory provides error messages that are too generic or vague for us, making it challenging to pinpoint the exact cause of a pipeline failure. Enhanced error messages with more actionable details would greatly assist us as users in debugging their pipelines.
    • Pipeline Design UI: In my experience, the visual interface for designing pipelines, especially when dealing with complex workflows or numerous activities, can become cluttered. I think a more intuitive and scalable design interface would improve usability. In my opinion, features like zoom, better alignment tools, or grouping capabilities could make managing intricate designs more manageable.
    • Native Support: While Azure Data Factory does support incremental data loads, in my experience, the setup can be somewhat manual and complex. I think native and more straightforward support for Change Data Capture, especially from popular databases, would simplify the process of capturing and processing only the changed data, making regular data updates more efficient
    Incentivized
    Read full review
    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
    Likelihood to Renew
    Alteryx
    We've developed a working partnership with Alteryx. As an enablement suite, we're continuing to innovate and deliver great products with use of Alteryx in our solutions. Alteryx use expands to our global product development teams and is in use in multiple parts of our organization. Alteryx also delivers Experian demographic content to other clients in their product offering. We're highly likely to renew, but that decision is way above my pay grade.
    Read full review
    Microsoft
    No answers on this topic
    dbt Labs
    No answers on this topic
    Usability
    Alteryx
    I've found that while some things might take a little longer to create, the flexibility of Alteryx allows you to perform any function needed. I haven't found a use that was not available in Alteryx yet. APIs and XMLs can be created to perform certain functions. In addition, CMD line commands can be sent using Alteryx to perform certain functions as well.
    Incentivized
    Read full review
    Microsoft
    So far product has performed as expected. We were noticing some performance issues, but they were largely Synapse related. This has led to a shift from Synapse to Databricks. Overall this has delayed our analytic platform. Once databricks becomes fully operational, Azure Data Factory will be critical to our environment and future success.
    Incentivized
    Read full review
    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
    Reliability and Availability
    Alteryx
    I use many programs and compared to others, Alteryx virtually never goes down, freezes up or gives an application error. Over a 4 year time period that I have used this program, any of these may have happened 3 times. It is an incredibly stable program that I feel completely confident in.
    Read full review
    Microsoft
    No answers on this topic
    dbt Labs
    No answers on this topic
    Performance
    Alteryx
    I already gave the example of journal entries created in less than a second. What else can I tell you about.... I can tell you those 2 journal entries have historically had to be split into separate accounting systems so the outputs had to be very different (D365 vs Intacct) such that they are exactly ready for uploading. I can tell you I used to have some tire and battery queries hitting a line item detail table and they took hours to run UNTIL I asked IT for a view in SQL and now they're ready in about 5 minutes total. I guess I'd say if anything does take a long time - do some research with others and figure out what would speed them up
    Incentivized
    Read full review
    Microsoft
    No answers on this topic
    dbt Labs
    No answers on this topic
    Support Rating
    Alteryx
    Stellar, bar-none. Some of the best support folks of any vendor. The Alteryx Community is the most responsive and supportive. On the rare occasion of a release issue or bug, we've been able to get quick help to solve the core problem. Alteryx does not play the blame game. They genuinely help the users solve their issues or respond to questions
    Incentivized
    Read full review
    Microsoft
    We have not had need to engage with Microsoft much on Azure Data Factory, but they have been responsive and helpful when needed. This being said, we have not had a major emergency or outage requiring their intervention. The score of seven is a representation that they have done well for now, but have not proved out their support for a significant issue
    Incentivized
    Read full review
    dbt Labs
    No answers on this topic
    In-Person Training
    Alteryx
    1st level of trainings which I've attended in Paris was easy and I was already knowing %90, that learning could have been an e-learning instead of in-person
    Incentivized
    Read full review
    Microsoft
    No answers on this topic
    dbt Labs
    No answers on this topic
    Online Training
    Alteryx
    Very good, detailed online trainings which you can take at your own pace, and strong certifications exists, certifications are extremely detailed and hard...
    Incentivized
    Read full review
    Microsoft
    No answers on this topic
    dbt Labs
    No answers on this topic
    Implementation Rating
    Alteryx
    There is really not much to it (the installation, that is). Once you get it installed, along with any of the add-ons (demographics, R, etc.), you are up and running almost immediately. There is really no additional setup. You can immediately begin blending data, running demographics, performing spatial queries, running predictive analysis, etc. And for many of these functions, the learning curve is quite easy.
    Read full review
    Microsoft
    No answers on this topic
    dbt Labs
    No answers on this topic
    Alternatives Considered
    Alteryx
    Alteryx is MUCH more user friendly. both provide the ability to code within them, but Alteryx has much nicer interface. The formula tools have a more simple language that is easier to learn than formulae in SSIS. Alteryx is easy to read with multi colored tools identifying what each one does. It also allows for macros. You can build your own tool to process records of data or batch records together.
    Incentivized
    Read full review
    Microsoft
    Azure Data Factory helps us automate to schedule jobs as per customer demands to make ETL triggers when the need arises. Anyone can define the workflow with the Azure Data Factory UI designer tool and easily test the systems. It helped us automate the same workflow with programming languages like Python or automation tools like ansible. Numerous options for connectivity be it a database or storage account helps us move data transfer to the cloud or on-premise systems.
    Incentivized
    Read full review
    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
    Scalability
    Alteryx
    Individual analysts can quickly generate results using their own copy of Alteryx Designer. But using the Server and developing macros for more complex needs can be time consuming.
    Read full review
    Microsoft
    No answers on this topic
    dbt Labs
    No answers on this topic
    Return on Investment
    Alteryx
    • Error handling - allows controls to be built into workflows easily and allows them to be isolated and spat into control reports that can be easily reviewed and audited, thanks to the ability to create multiple outputs in one go.
    • Time-saving - saved huge amounts of time, especially when moving Excel processes into Alteryx.
    • Product development - allowed my firm to create products that we have been able to market and sell to clients.
    Incentivized
    Read full review
    Microsoft
    • Facilitate better decision-making and improve business processes.
    • Optimize business process outcomes by increasing internal efficiency and operational effectiveness.
    • Boosts revenue growth while improving business process agility.
    Incentivized
    Read full review
    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
    ScreenShots

    Alteryx Platform Screenshots

    Screenshot of Alteryx APA - Automating asset inputsScreenshot of Alteryx APA - Automating outcomesScreenshot of Alteryx APA - Data enrichment and insightsScreenshot of Alteryx APA - Data quality and preparationScreenshot of Alteryx APA - Data science and decisions