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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    DataRobot

    Score8.2 out of 10
    N/AThe DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…

    $0

    Vertex

    Score8.8 out of 10
    N/AVertex is global indirect tax compliance software for enterprise tax and finance teams. Indirect tax covers transaction-based obligations, such as sales and use tax, value-added tax (VAT), and goods and services tax (GST). Vertex supports tax determination, electronic invoicing (e-invoicing), reporting, filing, and audit-readiness workflows. Vertex’s official website Key Capabilities Tax determination: Calculates applicable indirect taxes…N/A
    Pricing
    DataRobotVertex
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    DataRobotVertex
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    DataRobotVertex
    Considered Both Products
    DataRobot
    Chose DataRobot
    DataRobot is more friction-less and comprehensive enough to tackle a majority of our use cases.
    Incentivized
    Vertex Inc.
    No answer on this topic
    Key User Insights
    Would buy again
    93%
    Would buy again
    54 Answers
    96%
    Would buy again
    69 Answers
    Delivers good value for the price
    92%
    Delivers good value for the price
    48 Answers
    93%
    Delivers good value for the price
    54 Answers
    Happy with the feature set
    95%
    Happy with the feature set
    55 Answers
    96%
    Happy with the feature set
    69 Answers
    Lived up to sales and marketing promises
    90%
    Lived up to sales and marketing promises
    46 Answers
    88%
    Lived up to sales and marketing promises
    38 Answers
    Implementation went as expected
    90%
    Implementation went as expected
    44 Answers
    86%
    Implementation went as expected
    50 Answers
    Features
    DataRobotVertex
    Type of tax
    Comparison of Type of tax features of DataRobot and Vertex
    Feature
    DataRobot
    -
    Ratings
    Vertex
    8.2
    142 Ratings
    7% above category average
    Sales and Use Taxes00 Ratings9.3139 Ratings
    Cross-border Taxes00 Ratings7.945 Ratings
    VAT / GST Taxes00 Ratings8.568 Ratings
    Energy and Fuel Taxes00 Ratings7.311 Ratings
    Tax Reporting & Compliance
    Comparison of Tax Reporting & Compliance features of DataRobot and Vertex
    Feature
    DataRobot
    -
    Ratings
    Vertex
    8.6
    136 Ratings
    10% above category average
    Geolocation for Tax Assessment00 Ratings8.6103 Ratings
    3rd-Party Software Integrations00 Ratings8.795 Ratings
    Tax Data Reporting00 Ratings8.7122 Ratings
    Compliance Administration Management00 Ratings8.786 Ratings
    Tax Exemption Processing00 Ratings8.7100 Ratings
    Tax Document Management00 Ratings8.783 Ratings
    Complex Tax Scenario Management00 Ratings8.096 Ratings
    Best Alternatives
    DataRobotVertex
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    Intuit Lacerte
    Score9.4 out of 10
    Medium-sized Companies
    No answers on this topic
    Lappa
    Score8.8 out of 10
    Enterprises
    No answers on this topic
    ADP SmartCompliance
    Score8.2 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataRobotVertex
    Likelihood to Recommend
    8.6
    (59 ratings)
    9.0
    (167 ratings)
    Likelihood to Renew
    6.3
    (4 ratings)
    8.0
    (20 ratings)
    Usability
    -
    (0 ratings)
    8.6
    (63 ratings)
    Availability
    -
    (0 ratings)
    8.5
    (10 ratings)
    Performance
    -
    (0 ratings)
    8.5
    (10 ratings)
    Support Rating
    8.2
    (5 ratings)
    7.5
    (25 ratings)
    In-Person Training
    -
    (0 ratings)
    8.7
    (3 ratings)
    Online Training
    -
    (0 ratings)
    8.6
    (5 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.9
    (17 ratings)
    Configurability
    -
    (0 ratings)
    9.0
    (80 ratings)
    Ease of integration
    -
    (0 ratings)
    9.9
    (7 ratings)
    Product Scalability
    -
    (0 ratings)
    8.7
    (57 ratings)
    Vendor post-sale
    -
    (0 ratings)
    8.9
    (20 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    8.0
    (13 ratings)
    User Testimonials
    DataRobotVertex
    Likelihood to Recommend
    DataRobot
    DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.
    Incentivized
    Read full review
    Vertex Inc.
    I have used Vertex since the very beginning of my career. I have always found the information clear, and easy to use. The documentation to use the product was thorough. We file returns in all 45 states that have sales / use taxes and having the ability to import data, key additional data in and print out a signature ready return has made life easy. I've never wanted to look at any other return preparation software as none of them come close to the product that Vertex created.
    Incentivized
    Read full review
    Pros
    DataRobot
    • DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
    • Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
    • It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
    Incentivized
    Read full review
    Vertex Inc.
    • Vertex does a great job of building in-house industry expertise (leasing in our case) so they truly understand the tax technical and compliance obstacles we face day to day.
    • Vertex actively solicits for and responds to customer feedback on development and product roadmap suggestions. The Leasing users group is an example where Vertex takes an active role in communicating with and taking feedback from our industry.
    • Vertex tax updates are very timely and thorough, which makes the compliance process less stressful for our team.
    Incentivized
    Read full review
    Cons
    DataRobot
    • The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
    • The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
    • The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
    Incentivized
    Read full review
    Vertex Inc.
    • Reporting: Vertex VAT Compliance is not fully ready to support all EU country's requirements.
    • Data storage.
    • Online reporting in VVC: many countries require to report VAT Declaration in an electronic way. This function is still missing for some of the countries from VVC.
    Incentivized
    Read full review
    Likelihood to Renew
    DataRobot
    DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
    Incentivized
    Read full review
    Vertex Inc.
    We are satisfied with the overall performance of Vertex. The software has provided my company with many efficiencies. We have shorted our audits and found that many audits are happy that we are using Vertex to calculate our taxes. We no longer need to worry about updating our rates each month since Vertex sends us a file to upload
    Incentivized
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    Usability
    DataRobot
    No answers on this topic
    Vertex Inc.
    Vertex itself is very good software. Its tax calculation is very accurate, and there should be no doubt whether Vertex is calculating the tax. Customer support is also good, and the response is quick. The updates are also good and easy to understand, making this an excellent application.
    Incentivized
    Read full review
    Reliability and Availability
    DataRobot
    No answers on this topic
    Vertex Inc.
    I have always felt VERTEX support was available when needed, and I have felt comfortable calling in some heavy hitters when needed
    Incentivized
    Read full review
    Performance
    DataRobot
    No answers on this topic
    Vertex Inc.
    Our Vertex performance is good, although we are now experiencing Error 502 when adding additional data points to our transaction tester single tests. At Exchange, I was told to reach out to support....that most likely the On Demand system needed some additional CPU resource added. I have a currently open ticket, that has not yet been fixed on this matter
    Incentivized
    Read full review
    Support Rating
    DataRobot
    As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
    Incentivized
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    Vertex Inc.
    Level 1 support has always been kind and understanding but times they do not always provided the technical help sometimes their response or protocol is not related. I feel that I have to beg for a developer to look over my issue. On the other hand, there have been times a Level 1 support person has taken the time to research my issue and provide valid feedback & solution
    Incentivized
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    In-Person Training
    DataRobot
    No answers on this topic
    Vertex Inc.
    By training I'm referring to our engagement with Vertex Consulting's professional services group. Each person on the engagement had prior leasing industry tax experience and most if not all used O Series before joining Vertex. Consultants with industry specific tax experience provide so much more than just "training". They are able to engage in deep tax technical discussions with actual experience while in private practice. This coupled with having visibility to how numerous other leasing peers approach similar tax issues is a huge plus on top of the standard training.
    Incentivized
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    Online Training
    DataRobot
    No answers on this topic
    Vertex Inc.
    Vertex has offered multiple webinars for the products we have purchased that are informative and helpful. I've also attended a few of the Vertex annual conferences where I was able to strength my knowledge of Vertex. I also found that their online library and videos can be helpful in resolving issues and answering questions.
    Incentivized
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    Implementation Rating
    DataRobot
    No answers on this topic
    Vertex Inc.
    The implementation is challenging, make no mistake but will provide much value over time. Make sure you have full support of IT and your major stakeholders in your company. I found that while many people claimed to understand tax was important, they had no idea how deep tax in entrenched throughout the lease life cycle.
    Incentivized
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    Alternatives Considered
    DataRobot
    I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.
    Incentivized
    Read full review
    Vertex Inc.
    In comparison specifically with Avalara, Vertex is better in every way. It is much more customizable and allows us to change the way our tax software is set up for our business needs. Avalara is much more constricted, and is using the SST system which can allow for simplified returns, but in our case was causing more problems. Avalara is also much more expensive than Vertex, for less capabilities. Vertex' customer support is much stronger than Avalara's, as they are focused on obtaining and retaining customers whereas Avalara was continually trying to find ways to get money from us
    Incentivized
    Read full review
    Scalability
    DataRobot
    No answers on this topic
    Vertex Inc.
    There needs to be a time-consuming setup both in the Enterprise Resource Platform and in Vertex and the related tools as well but once this is all established, Vertex is very proficient at calculating Sales and Use Tax in the USA and in Canada with GST/HST, as well as several of the provinces where we are located. As we added plants in different jurisdictions via greenfield expansion and aquisition, Vertex was able to integrate those as long as the tax department is fully informed of the system.
    Incentivized
    Read full review
    Return on Investment
    DataRobot
    • We have been able to cut costs by not buying leads that we will not be able to sell on
    • We have been able to deploy loan eligibility reporting which brought in new business
    • We have been able to improve the performance of our credit providers and our partners which has helped to retain business
    Incentivized
    Read full review
    Vertex Inc.
    • We use Vertex on a monthly basis to see if tax has been over-accrued or over-charged on invoices. We do save tax every month using the tool. Not at liberty to share too much more - the technology does assist the human efforts.
    Incentivized
    Read full review
    ScreenShots

    DataRobot Screenshots

    Screenshot of Decision FlowsScreenshot of No Code App BuilderScreenshot of AI AppsScreenshot of Automated Time SeriesScreenshot of MLOpsScreenshot of Model Insights

    Vertex Screenshots

    Screenshot of Vertex dashboard