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Why KNIME is Ranked by Users as Preferred Industry Vendor

Learn why Dresner rates KNIME as a leading company for business intelligence, analytics, and AI capabilities

June 6, 2025
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Why KNIME is preferred industry vendor
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The rise of autonomous agents, and rapid advancements in tooling are introducing new potential as well as new risks. Agility and speed of innovation are at the top of every data leader’s checklist in order to keep pace with the industry.

KNIME’s open source approach allows users to quickly integrate any new emerging technologies while democratizing access to advanced analytics and AI capabilities. KNIME evolves as fast as the space does while being powerful, cost effective, trustworthy, and credible — and our users would agree.

Each year, Dresner Advisory Services releases a Wisdom of Crowds® Business Intelligence Market Study that helps consumers understand how their peers are leveraging and investing in business intelligence tools and related technologies. In this report, Dresner also ranks those BI vendors by collecting direct feedback from the customers who use them daily. The scoring methodology is completely transparent, the ratings are based solely on the voice of the customer, and they do not consider any internal opinions. 

This year, KNIME has been recognized as a leader in Dresner’s Value/Total Cost of Ownership (TCO), Customer Experience, and Vendor Credibility quadrants — with a perfect “recommend” score from real customers.

According to Dresner:

“KNIME is considered a Technology Leader in the Customer Experience Model, an Overall Credibility Leader in the Vendor Credibility Model, and is best-in-class for overall value, integration with third-party technologies, and customization and extensibility. KNIME also has a very favorable placement in the Value/TCO Model as both very low TCO and very high value.”

KNIME Leads in all 3 Quadrants

Below is a breakdown of each quadrant and what it means to rank where KNIME does:

Value/Total Cost of Ownership Quadrant 

The model for this quadrant considers feedback related to the perceived value of price paid for the product and perceived total cost of ownership. Ranking in the upper right (KNIME has the best rating in the quadrant) indicates users perceive the vendor as having the highest perceived value and lowest perceived TCO.

This means a strong return on investment – something also recognized by Forrester Analysts. In their research report, based on anonymized interviews with several KNIME customers, they found an average of 453% ROI, and $9.5M in net present value with just a 6-month payback period. 

Customer Experience Quadrant

The model for this quadrant considers real-world customer experience, combining feedback on the product’s sales and acquisition process, technical support, and consulting services as well as customer sentiment feedback. KNIME is ranked as a Technology Leader (upper-left quadrant), which identifies vendors with strong product offerings.

Vendor Credibility Quadrant 

The model for this quadrant considers how customers “feel” about the vendor, combining perceived value for the price paid and confidence the users have in the vendor. Ranking in the upper right means KNIME is identified as a leader in overall credibility, with highly perceived confidence and value.

Users trust the product and company deeply and believe they have made a future-proof choice. KNIME is a consistently reliable, ethical, and powerful product, staying up-to-date on emerging technologies and holding true to that with its open source approach.

Methodology Based on User Feedback 

To generate this analysis, Dresner collects feedback via user surveys (using social media and crowdsourcing techniques to recruit its participants). This approach allows for data across geographies, functions, organization sizes, and industries — providing a more accurate view of market dynamics compared to other industry research approaches. 

Ranking as a leader in technology, service, trust, and credibility proves not only the high value current KNIME users see but also why it’s a smart choice for teams or organizations looking for their next analytics and AI platform. 

Get a deep dive into how your peers are prioritizing business intelligence and why KNIME stands out as a preferred vendor for BI, analytics, and AI capabilities.