Lytics Conductor vs Oracle Advanced Analytics comparison

Lytics and Oracle are both solutions in the Data Mining category. Lytics is ranked #14, while Oracle is ranked #6 with an average rating of 8.0. Lytics holds a 1.7% mindshare in DM, compared to Oracle’s 4.2% mindshare. Additionally, 60% of Oracle users are willing to recommend the solution.

Lytics Conductor

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120 Comparison Views

Oracle Advanced Analytics

Read 10 Oracle Advanced Analytics reviews

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442 Comparison Views

60% willing to recommend

Lytics Conductor

Oracle Advanced Analytics

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Executive Summary

We performed a comparison between Lytics Conductor and Oracle Advanced Analytics based on real PeerSpot user reviews.

Find out what your peers are saying about Knime, IBM, Weka and others in Data Mining.

To learn more, read our detailed Data Mining Report (Updated: January 2026).

Buyer's Guide

Data Mining

January 2026

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Helped 881,082 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Lytics Conductor

Ranking in Data Mining

14th

Average Rating

0.0

Number of Reviews

Ranking in other categories

Customer Data Analysis (15th), Customer Data Platforms (CDP) (48th)

Oracle Advanced Analytics

Ranking in Data Mining

6th

Average Rating

8.0

Reviews Sentiment

4.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Data Mining category, the mindshare of Lytics Conductor is 1.7%, up from 0.2% compared to the previous year. The mindshare of Oracle Advanced Analytics is 4.2%, up from 3.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Mining Market Share Distribution
Product	Market Share (%)
Oracle Advanced Analytics	4.2%
Lytics Conductor	1.7%
Other	94.1%

Data Mining

Featured Reviews

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reviewer2174289

External Consultant at a consultancy with 51-200 employees

Customization and centralization improve efficiency despite complex user interface

The organizational context makes it difficult to deploy Oracle Advanced Analytics because we have all kinds of contract maintenance parties; however, the software installation itself is something we're used to doing, so that's no problem for us. It is not a really easy product to use, so you have to do a lot of configuration. The user interface is somewhat complex, and while they're working on that, for the end-user it is not really intuitive, so that could be improved. Currently, we are not using the predictive analytics capabilities, so I cannot say anything about it.

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Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	2
Large Enterprise	1

Questions from the Community

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What is your experience regarding pricing and costs for Oracle Advanced Analytics?

I am currently satisfied with the pricing for Oracle Advanced Analytics. It's a little bit high maybe, but I think it's acceptable.

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What needs improvement with Oracle Advanced Analytics?

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What is your primary use case for Oracle Advanced Analytics?

I currently use the solution just for gathering information, and I'm working on a side project detailing cloud costs. I downloaded the information to get some information about the situation. We ty...

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Product Reports

Buyer's Guide

Data Mining

January 2026

Download Lytics Conductor product report

Buyer's Guide

Oracle Advanced Analytics

January 2026

Download Oracle Advanced Analytics product report

Also Known As

No data available

OAA

Overview

Focus on driving efficiency and adding value with data — not collecting, connecting, or cleaning it up.

Make Conductor your data-stitching, ID-resolving, profile-building toolkit.

Pipeline management

Say goodbye to data silos and make all your data accessible and actionable

Leverage hundreds of connections (including via webhooks) for collecting and sending data
Collect and manage customer data with secure APIs & SDKs
Handle data at petabyte scale in real-time
Easily monitor healthy pipelines
Load customer data into your data warehouse in minutes

Schema management

Save time by easily managing and updating schemas as you add new data and identifiers

Unify all of your customer’s touchpoints across their journey
De-duplicate, manage and resolve identities for more accurate, unified customer profiles
Import SQL attributes from your warehouses to build better audiences
Stay compliant with GDPR and data privacy regulations
Visualize data sources and schema fields to customize C360 schema mappings directly within the user interface
Leverage generative AI for augmented schema and data mapping with Lytics Schema Co-pilot.

Identity management

Unify your customer data, resolve identities & build unified customer profiles.

Simplify identity management with pre-built and customizable rules
Optimize customer profiles by merging behaviors
Discover valuable insights into data stitching by exploring customer identity graphs
Enhance your identity resolution strategy with powerful visualizations and cohesive data source relationships
Explore identity resolution at a profile level

Lytics

Oracle Advanced Analytics 12c delivers parallelized in-database implementations of data mining algorithms and integration with open source R. Data analysts use Oracle Data Miner GUI and R to build and evaluate predictive models and leverage R packages and graphs. Application developers deploy Oracle Advanced Analytics models using SQL data mining functions and R. With the Oracle Advanced Analytics option, Oracle extends the Oracle Database to an sclable analytical platform that mines more data and data types, eliminates data movement, and preserves security to anticipate customer behavior, detect patterns, and deliver actionable insights. Oracle Big Data SQL adds new big data sources and Oracle R Advanced Analytics for Hadoop provides algorithms that run on Hadoop.

Oracle

Sample Customers

Nestle, R/GA, DIRECTV, The Clymb, Cond_ Nast

Orbitz, Marriott, SGS Life Science, Masdar, AlliantEnergy Corporation, British Standards Institute, Skybox Security, Triple PointTechnology, and Coca Cola.

Find out what your peers are saying about Knime, IBM, Weka and others in Data Mining. Updated: January 2026.

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