

Alteryx and Darwin are competitors in the advanced analytics and machine learning sector. Alteryx holds an edge with its comprehensive features and integration capabilities, positioning it as a versatile choice for data preparation and predictive tasks, while Darwin's strength lies in its automated model generation and enhancing data relationship accuracy.
Features: Alteryx offers data blending and predictive analytics, usable without coding. Its tools support geographic analysis and predictive modeling. Darwin excels with its automatic model generation, valuable for complex data relationships, and offers unique data quality assessment automation, saving time in model testing.
Room for Improvement: Alteryx needs better visualization capabilities directly within the tool, and improved In-DB functionalities to better align with external database tools. Darwin could enhance its user-friendly dashboard and refine its data quality assessment features to cater to users with less technical expertise.
Ease of Deployment and Customer Service: Alteryx primarily deploys on-premises, supported by a robust community, though its direct support could be more approachable. Darwin offers versatile deployment options including private and public cloud, maintaining smooth user experiences with minimal direct support requirements.
Pricing and ROI: Both Alteryx and Darwin have high costs, justified by significant returns. Alteryx's licensing is on the higher end but often provides considerable ROI through efficiency. Darwin's upfront cost is offset by reduced need for extensive data science resources, making it cost-effective.
Tasks that earlier took hours in Excel or SQL are now completed in minutes.
Alteryx helps familiarize managers with artificial intelligence-driven possibilities.
Customer support is good since I've had no issues and can easily contact representatives who respond promptly.
I contacted customer support once or twice, and they were quick to respond.
The customer service was not good because we weren't premium support users.
Overall, it scales very well for departmental and enterprise use cases.
Alteryx is scalable, and I would give it eight out of ten.
I have not encountered any lagging, crashing, or instability in the system during these three months of usage.
I didn't need to reach out to Alteryx for support because available documents usually provide enough information to resolve issues.
I have not noticed anything with the product itself, but with some of the connectors they have provided, there are some issues.
The additional features that Alteryx needs to work on to make it more competitive include better collaboration and easier integration through API.
Alteryx does have a zone to do predictive analytics, but it is very limited, so they could focus more on that.
The tool could include more native connectors, such as for global ERPs, instead of requiring additional fees for these connections.
The price is very high, with licensing typically starting around five thousand dollars plus user per year.
Alteryx is expensive.
Some were hesitant to pay $4000 per seat.
Analysts who do not have any coding experience can still work on the transformation and preparation of data, which is quite useful.
The main benefits that Alteryx provides for me are that it is easier to use, I do not have to code anything, so it is a non-coding tool, and it saves my time in that aspect.
Using Alteryx, complex tasks such as data cleansing, joining datasets, drive time analysis, and linear regression can be done much faster compared to manual Excel or SQL work.
| Product | Mindshare (%) |
|---|---|
| Alteryx | 3.7% |
| Darwin | 1.5% |
| Other | 94.8% |

| Company Size | Count |
|---|---|
| Small Business | 32 |
| Midsize Enterprise | 15 |
| Large Enterprise | 54 |
| Company Size | Count |
|---|---|
| Small Business | 6 |
| Large Enterprise | 2 |
Alteryx can be used to speed up or automate your business processes and enables geospatial and predictive solutions. Its platform helps organizations answer business questions quickly and efficiently, and can be used as a major building block in a digital transformation or automation initiative. With Alteryx, you can build processes in a more efficient, repeatable, and less error-prone way. Unlike other tools, Alteryx is easy to use without an IT background. The platform is very robust and can be used in virtually any industry or functional area.
With Alteryx You Can:
Alteryx Features Include:
Some of the most valuable Alteryx features include:
Scalability, stability, flexibility, fast performance, no-code analytics, data processing, business logic wrapping, scheduling, ease of use, data blending from different platforms, geo-referencing, good customization capabilities, drag and drop functionality, intuitive user interface, connectors, machine learning, macros, simple GUI, integration with Python, good data transformation, good documentation, multiple database merging, and easy deployment.
Alteryx Can Be Used For:
Alteryx Benefits
Some of the benefits of using Alteryx include
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Reviews from Real Users
"Automation is the most valuable aspect for us. The ability to wrap business logic around the data is very helpful." - Theresa M., Senior Capacity Planner at a financial services firm
"Alteryx has made us more agile and increased the speed and effectiveness of decision making." - Richard F., Director, Digital Experience & Media at Qdoba Restaurant Corporation
"The scheduling feature for the automation is excellent." - Data Analytics Engineer at a tech services company
"The product is very stable and super fast, five-star. It's significantly more stable than its nearest competitor." - Director at a non-tech company
“A complete solution with very good user experience and a nice user interface.” - Solutions Consultant at a tech services company
"There are a lot of good customization capabilities." - Advance Analytics PO at a pharma/biotech company
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