TrustRadius: an HG Insights company

Save this comparison

Save this comparison

Add Product

Recommended Comparisons

    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

    JAMS

    Score7.9 out of 10
    N/AJAMS is a centralized workload automation and job scheduling solution that runs, monitors, and manages jobs and workflows. Reliably orchestrate the critical IT processes that run your business from a single pane of glass.

    $9,996

    per year

    Pricing
    dbtJAMS
    Editions & Modules
    No answers on this topic
    Core
    9,996.00
    per year
    Advanced
    Customized Pricing
    per year
    Offerings
    Pricing Offerings
    dbtJAMS
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—- Core: For small teams getting started with automation. Core Integrations: PowerShell, SQL, Azure Data Factory, Python, 20+ others. - Advanced: Comprehensive solution for large-scale operations. Core Integrations: SAP, JDE, Ellucian Banner, Informatica, Mainframe and Power Systems.
    More Pricing Information
    Community Pulse
    dbtJAMS
    Considered Both Products
    dbt Labs
    No answer on this topic
    JAMS Software
    Chose JAMS
    In my opinion, while JAMS is useful for point and click like developers, Astro is more useful for software developers, whole like to see "scheduling as code". in the long run, I think Astro might overtake JAMS in terms of usage and use cases that it satisfies across the tech …
    Incentivized
    Key User Insights
    Would buy again
    100%
    Would buy again
    10 Answers
    94%
    Would buy again
    66 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    9 Answers
    97%
    Delivers good value for the price
    58 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    10 Answers
    96%
    Happy with the feature set
    67 Answers
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    8 Answers
    98%
    Lived up to sales and marketing promises
    49 Answers
    Implementation went as expected
    90%
    Implementation went as expected
    9 Answers
    93%
    Implementation went as expected
    54 Answers
    Features
    dbtJAMS
    Data Transformations
    Comparison of Data Transformations features of dbt and JAMS
    Feature
    dbt
    9.8
    8 Ratings
    19% above category average
    JAMS
    -
    Ratings
    Simple transformations10.08 Ratings00 Ratings
    Complex transformations9.58 Ratings00 Ratings
    Data Modeling
    Comparison of Data Modeling features of dbt and JAMS
    Feature
    dbt
    9.1
    8 Ratings
    14% above category average
    JAMS
    -
    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
    Workload Automation
    Comparison of Workload Automation features of dbt and JAMS
    Feature
    dbt
    -
    Ratings
    JAMS
    7.4
    70 Ratings
    11% below category average
    Multi-platform scheduling00 Ratings8.062 Ratings
    Central monitoring00 Ratings7.868 Ratings
    Logging00 Ratings7.268 Ratings
    Alerts and notifications00 Ratings8.167 Ratings
    Analysis and visualization00 Ratings6.466 Ratings
    Application integration00 Ratings6.765 Ratings
    Best Alternatives
    dbtJAMS
    Small Businesses
    Skyvia
    Score10 out of 10
    No answers on this topic
    Medium-sized Companies
    IBM InfoSphere Information Server
    Score10 out of 10
    Apache Airflow
    Score8.7 out of 10
    Enterprises
    SolarWinds Task Factory
    Score8.3 out of 10
    Redwood RunMyJobs
    Score9.7 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    dbtJAMS
    Likelihood to Recommend
    10.0
    (10 ratings)
    7.7
    (71 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    8.7
    (11 ratings)
    Usability
    9.8
    (3 ratings)
    8.4
    (10 ratings)
    Availability
    -
    (0 ratings)
    8.5
    (6 ratings)
    Performance
    -
    (0 ratings)
    8.5
    (6 ratings)
    Support Rating
    -
    (0 ratings)
    8.1
    (71 ratings)
    In-Person Training
    -
    (0 ratings)
    7.3
    (1 ratings)
    Implementation Rating
    -
    (0 ratings)
    8.2
    (9 ratings)
    Configurability
    -
    (0 ratings)
    8.2
    (5 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    7.8
    (3 ratings)
    Ease of integration
    -
    (0 ratings)
    8.5
    (4 ratings)
    Product Scalability
    -
    (0 ratings)
    7.4
    (69 ratings)
    Professional Services
    -
    (0 ratings)
    8.4
    (4 ratings)
    Vendor post-sale
    -
    (0 ratings)
    8.5
    (5 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    8.5
    (5 ratings)
    User Testimonials
    dbtJAMS
    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
    JAMS Software
    There's probably better schedulers out there. JAMS is good for an on-premises/classic IT implementation. JAMS is well-suited for use cases such as collecting a file from a shared location and uploading it to an API, running scripts on servers, and handling middleware tasks that process files or data between handoffs across different locations. JAMS is best suited to environments
    with IT staff who can develop, test, implement, maintain, and troubleshoot
    scripts; it does not use natural language processing (so it requires in-depth
    knowledge of the scripting language in use), and it does not appear to offer
    native dashboarding or reporting that is easily accessible to all users.
    Incentivized
    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
    JAMS Software
    • JAMS works well to organize jobs into logical folders with unique permissions for each folder
    • JAMS makes it easy to set up alerts for job failures and other notifications
    • Setting up scheduling times with normal human wording, such as Weekdays, or 2nd Tuesday of the month, etc.
    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
    JAMS Software
    • Would love to see JAMS become a SaaS type of product instead of needing to be hosted by ourselves
    • having lots of jobs in the monitor area can lead to performance issues when running the client locally
    • dashboard and reporting tools could be more user friendly and provide more functionality to help monitoring teams spot recurring issues easily
    Incentivized
    Read full review
    Likelihood to Renew
    dbt Labs
    No answers on this topic
    JAMS Software
    JAMS is a critical resource free up people to do other things and ensuring that processes and tasks are run consistently. We are also confident that procedures are run consistently and on time or as soon as the necessary data is available. With automated job failure notification, we are not required to check that jobs are running correctly.
    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
    Read full review
    JAMS Software
    JAMS is very user friendly; you hardly need to do coding. The only thing that I would say a challenge is setting it up, but that's because you barely know the product yet and, in every processing, setting up is the difficult part. But once you've set it up and you are going to use it, you will really feel that it is worth to invest in this kind of software solution, it really does it job very well.
    Incentivized
    Read full review
    Reliability and Availability
    dbt Labs
    No answers on this topic
    JAMS Software
    We didnt really encounter any downtime, no issues encountered during 2 years of use of JAMs also our client barely raise an issue with JAMS, mostly the issues is on the batch jobs that jams executes. So I would gave it a perfect 10, very reliable hardly encounters any error and bug
    Incentivized
    Read full review
    Performance
    dbt Labs
    No answers on this topic
    JAMS Software
    JAMS performance is very great, there are no issues raised with the performance, it just like nothing happens on the job after integration it gives you this monitoring capability, no reports and bugs raised on the performance, we didnt do integration with other software only database and with use of JAMS agent to different servers
    Incentivized
    Read full review
    Support Rating
    dbt Labs
    No answers on this topic
    JAMS Software
    I've never had to wait more than a day for a response to any email queries submitted. We had a very positive experience using support hours during out migration process from v6 to v7. We've also recently had a weeklong group training course where all attendees were positive about the learning outcomes, a shoutout to Jose who did both the migration and the weeklong course!
    Incentivized
    Read full review
    In-Person Training
    dbt Labs
    No answers on this topic
    JAMS Software
    People that were involved in the POC found the training a lot easier to follow. I think most people would have preferred to just get the training material and run through themselves.
    Incentivized
    Read full review
    Implementation Rating
    dbt Labs
    No answers on this topic
    JAMS Software
    I Was not part of the original Implementation, and the persons did that are no longer with the Organization. But I was part of the recent Upgrade process a year ago and I am the JAMS admin and was very pleased
    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
    JAMS Software
    JAMS is WAY more advanced, it isn't a fair comparison. The history is easy to get through. It is easy to get alerts of complete to failed and with a log. Adding jobs is extremely easy that even my teammates who do not manange the software are able to set them up. With the new web component we are very excited for the future of JAMS advancements.
    Incentivized
    Read full review
    Contract Terms and Pricing Model
    dbt Labs
    No answers on this topic
    JAMS Software
    i didnt have any involvement in the sales process, however we purchased the product so it had to be decent.
    Read full review
    Scalability
    dbt Labs
    No answers on this topic
    JAMS Software
    The product is quite flexible. There are a number of features and functions that we use on a daily basis, and there are many features that are available that we have not yet needed or explored (like setting up jobs with the ability to do FTP or Sftp file transfers).
    Incentivized
    Read full review
    Professional Services
    dbt Labs
    No answers on this topic
    JAMS Software
    i didnt have any involvement in the sales process, however we purchased the product so it had to be decent.
    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
    JAMS Software
    • Our company depends on the JAMS Scheduler in executing a large number of SAP Jobs. In never having had a true Enterprise Scheduler such as JAMS before now, we are very happy with the results.
    • There a number of features in JAMS for setting up schedules and dependencies on other jobs. This helps our company achieve the necessary workflows for Job execution. This optimization saves on system resources and keeps Jobs flowing smoothly.
    • We are very happy that JAMS is a robust solution with High Availability. This is necessary for Enterprise products, to reduce downtime, which we have not had as a result. This feature definitely saves our company money by reducing or eliminating unexpected downtime.
    Read full review
    ScreenShots

    JAMS Screenshots

    Screenshot of the Centralized Job Repository - here users store job definitions, schedules, and parameters in one central database.Screenshot of the Job Monitor - this displays the status of jobs and workloads from one central monitoring console. Viewers can drill down on individual jobs to diagnose failures, dependencies, and expected completion times.Screenshot of a Dashboard - Here, users can create data-rich visuals to monitor critical batch jobs and workflows running on various agents and on different business applications.Screenshot of the Centralized Job Repository - Stores job definitions, schedules, and parameters in a central database.Screenshot of the Visual Job Editor - a drag and drop editor for tasks is used to build multistep workflows that include dependencies, user input, parallel processes, and triggers.Screenshot of JAX  AI agent - built right into the JAMS Web Client. Ask it to find a job, troubleshoot a failure, or explain how something works, in plain language, and it answers grounded in real JAMS documentation.