Domino Enterprise MLOps Platform vs. KNIME Analytics Platform

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Domino Enterprise MLOps Platform
Score 8.0 out of 10
Enterprise companies (1,001+ employees)
The Domino Enterprise MLOps Platform helps data science teams improve the speed, quality and impact of data science at scale. Domino is presented as open and flexible, to empower professional data scientists to use their preferred tools and infrastructure. Data science models get into production fast and are kept operating at peak performance with integrated workflows. Domino also delivers the security, governance and compliance that enterprises expect. The Domino Enterprise MLOps…N/A
KNIME Analytics Platform
Score 8.3 out of 10
N/A
KNIME enables users to analyze, upskill, and scale data science without any coding. The platform that lets users blend, transform, model and visualize data, deploy and monitor analytical models, and share insights organization-wide with data apps and services.
$0
per month
Pricing
Domino Enterprise MLOps PlatformKNIME Analytics Platform
Editions & Modules
No answers on this topic
KNIME Community Hub - Individual
$0
KNIME Community Hub - Team
From €250
per month Starts from 3 users
Offerings
Pricing Offerings
Domino Enterprise MLOps PlatformKNIME Analytics Platform
Free Trial
YesYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Domino Enterprise MLOps PlatformKNIME Analytics Platform
Top Pros

No answers on this topic

Top Cons

No answers on this topic

Features
Domino Enterprise MLOps PlatformKNIME Analytics Platform
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Domino Enterprise MLOps Platform
-
Ratings
KNIME Analytics Platform
9.1
19 Ratings
7% above category average
Connect to Multiple Data Sources00 Ratings9.619 Ratings
Extend Existing Data Sources00 Ratings10.010 Ratings
Automatic Data Format Detection00 Ratings9.019 Ratings
MDM Integration00 Ratings7.98 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Domino Enterprise MLOps Platform
-
Ratings
KNIME Analytics Platform
8.0
18 Ratings
5% below category average
Visualization00 Ratings8.018 Ratings
Interactive Data Analysis00 Ratings8.018 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Domino Enterprise MLOps Platform
-
Ratings
KNIME Analytics Platform
8.3
19 Ratings
1% above category average
Interactive Data Cleaning and Enrichment00 Ratings9.019 Ratings
Data Transformations00 Ratings9.419 Ratings
Data Encryption00 Ratings7.47 Ratings
Built-in Processors00 Ratings7.48 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Domino Enterprise MLOps Platform
-
Ratings
KNIME Analytics Platform
7.9
18 Ratings
7% below category average
Multiple Model Development Languages and Tools00 Ratings9.417 Ratings
Automated Machine Learning00 Ratings8.217 Ratings
Single platform for multiple model development00 Ratings9.218 Ratings
Self-Service Model Delivery00 Ratings5.08 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Domino Enterprise MLOps Platform
-
Ratings
KNIME Analytics Platform
7.3
11 Ratings
16% below category average
Flexible Model Publishing Options00 Ratings8.611 Ratings
Security, Governance, and Cost Controls00 Ratings5.94 Ratings
Best Alternatives
Domino Enterprise MLOps PlatformKNIME Analytics Platform
Small Businesses
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
Medium-sized Companies
Mathematica
Mathematica
Score 8.3 out of 10
Mathematica
Mathematica
Score 8.3 out of 10
Enterprises
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Domino Enterprise MLOps PlatformKNIME Analytics Platform
Likelihood to Recommend
-
(0 ratings)
9.6
(22 ratings)
Likelihood to Renew
-
(0 ratings)
9.4
(4 ratings)
Usability
-
(0 ratings)
9.0
(3 ratings)
Support Rating
-
(0 ratings)
9.0
(6 ratings)
Implementation Rating
-
(0 ratings)
7.0
(2 ratings)
Ease of integration
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
Domino Enterprise MLOps PlatformKNIME Analytics Platform
Likelihood to Recommend
Domino Data Lab
No answers on this topic
KNIME
KNIME Analytics Platform is excellent for people who are finding Excel frustrating, this can be due to errors creeping in due to manual changes or simply that there are too many calculations which causes the system to slow down and crash. This is especially true for regular reporting where a KNIME Analytics Platform workflow can pull in the most recent data, process it and provide the necessary output in one click. I find KNIME Analytics Platform especially useful when talking with audiences who are intimidated by code. KNIME Analytics Platform allows us to discuss exactly how data is processed and an analysis takes place at an abstracted level where non-technical users are happy to think and communicate which is often essential when they are subject matter experts whom you need for guidance. For experienced programmers KNIME Analytics Platform is a double-edged sword. Often programmers wish to write their own code because they are more efficient working that way and are constrained by having to think and implement work in nodes. However, those constraints forcing development in a "KNIME way" are useful when working in teams and for maintenance compared to some programmers' idiosyncratic styles.
Read full review
Pros
Domino Data Lab
No answers on this topic
KNIME
  • Summarize instrument level financial data with relevant statistics
  • Map transactions from core extracts to groups of like transactions using rule engines
  • Machine learning using random forests and other techniques to analyze data and identify correlations for use in predictive models
  • Fill out sampling data from averages.
Read full review
Cons
Domino Data Lab
No answers on this topic
KNIME
  • It does not have proper visualization.
  • Some other BI tools (QlikView) have much easier functions for data interaction.
  • Some other BI tools (Tableau) can be set up much faster.
  • It is not an easy tool to use for non-tech savvy staff.
Read full review
Likelihood to Renew
Domino Data Lab
No answers on this topic
KNIME
We are happy with Knime product and their support. Knime AP is versatile product and even can execute Python scripts if needed. It also supports R execution as well; however, it is not being used at our end
Read full review
Usability
Domino Data Lab
No answers on this topic
KNIME
KNIME Analytics Platform offers a great tradeoff between intuitiveness and simplicity of the user interface and almost limitless flexibility. There are tools that are even easier to adopt by someone new to analytics, but none that would provide the scalability of KNIME when the user skills and application complexity grows
Read full review
Support Rating
Domino Data Lab
No answers on this topic
KNIME
KNIME's HQ is in Europe, which makes it hard for US companies to get customer service in time and on time. Their customer service also takes on average 1 to 2 weeks to follow up with your request. KNIME's documentation is also helpful but it does not provide you all the answers you need some of the time.
Read full review
Implementation Rating
Domino Data Lab
No answers on this topic
KNIME
KNIME Analytics Platform is easy to install on any Windows, Mac or Linux machine. The KNIME Server product that is currently being replaced by the KNIME Business Hub comes as multiple layers of software and it took us some time to set up the system right for stability. This was made harder by KNIME staff's deeper expertise in setting up the Server in Linux rather than Windows environment. The KNIME Business Hub promises to have a simpler architecture, although currently there is no visibility of a Windows version of the product.
Read full review
Alternatives Considered
Domino Data Lab
No answers on this topic
KNIME
Having used both the Alteryx and [KNIME Analytics] I can definitely feel the ease of using the software of Alteryx. The [KNIME Analytics] on the other hand isn't that great but is 90% of what Alteryx can do along with how much ease it can do. Having said that, the 90% functionality and UI at no cost would be enough for me to quit using Alteryx and move towards [KNIME Analytics].
Read full review
Return on Investment
Domino Data Lab
No answers on this topic
KNIME
  • It is suited for data mining or machine learning work but If we're looking for advanced stat methods such as mixed effects linear/logistics models, that needs to be run through an R node.
  • Thinking of our peers with an advanced visualization techniques requirement, it is a lagging product.
Read full review
ScreenShots

Domino Enterprise MLOps Platform Screenshots

Screenshot of The Domino Enterprise MLOps Platform helps data science teams improve the speed, quality and impact of data science at scale.Screenshot of The Self-Service Infrastructure Portal makes data science teams more productive with access to their preferred tools, scalable compute, and diverse data sets. By automating time-consuming DevOps tasks, data scientists can focus on the tasks at hand.Screenshot of The Integrated Model Factory includes a workbench, model and app deployment, and integrated monitoring to rapidly experiment, deploy the best models in production, ensure optimal performance, and collaborate across the end-to-end data science lifecycle.Screenshot of The System of Record has a reproducibility engine, search and knowledge management, and integrated project management. Teams can find, reuse, reproduce, and build on any data science work to amplify innovation.Screenshot of Model monitoring capabilities ensure that all production models maintain peak performance. Automated alerts provide notification when data and quality drift occurs so users can re-train, rebuild, and re-publish the model.Screenshot of Nexus is a single pane of glass to run data science and ML workloads across any compute cluster — in any cloud, region, or on-premises. It unifies data science silos across the enterprise, providing one place to build, deploy, and monitor models.

KNIME Analytics Platform Screenshots

Screenshot of the KNIME Modern UI. This is the the new user interface for the KNIME Analytics Platform that is available with improved look and feel as the default interface, from KNIME Analytics Platform version 5.1.0 release.Screenshot of the KNIME Analytics Platform user interface - the KNIME Workbench - displays the current, open workflow(s). Here is the general user interface layout — application tabs, side panel, workflow editor and node monitor.Screenshot of the KNIME user interface elements — workflow toolbar, node action bar, rename components and metanodes.Screenshot of the entry page, which is displayed by clicking the Home tab. From here users can; check out example workflows to get started, access a local workspace, or even start a new workflow by clicking the yellow plus button.Screenshot of the status of a KNIME node, which shows whether it's configured, not configured, executed, or has an error.Screenshot of the KNIME node action bar, which can be used to configure, execute, cancel, reset, and - when available - open the view.