Amplitude vs C3 AI comparison

Why PeerSpot?

Amplitude and C3 AI are both solutions in the AI Data Analysis category. Amplitude is ranked #9 with an average rating of 8.7, while C3 AI is ranked #19 with an average rating of 7.3. Amplitude holds a 0.5% mindshare in ADA, compared to C3 AI’s 0.5% mindshare. Additionally, 100% of Amplitude users are willing to recommend the solution, compared to 80% of C3 AI users who would recommend it.

Amplitude

Read 12 Amplitude reviews

8,851 Views
1,770 Comparison Views

100% willing to recommend

C3 AI

Read 4 C3 AI reviews

4,251 Views
1,488 Comparison Views

80% willing to recommend

Amplitude

C3 AI

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Amplitude and C3 AI based on real PeerSpot user reviews.

Find out in this report how the two AI Data Analysis solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Amplitude vs. C3 AI Report (Updated: September 2026).

Buyer's Guide

Amplitude vs. C3 AI

September 2026

Download the complete report

Helped 917,433 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

Amplitude

Ranking in AI Data Analysis

9th

Ranking in AI Customer Experience Personalization

9th

Average Rating

8.6

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

Customer Data Analysis (1st), Web Analytics (1st), Mobile Marketing and Advertising (2nd), User Activity Monitoring (5th)

C3 AI

Ranking in AI Data Analysis

19th

Ranking in AI Customer Experience Personalization

18th

Average Rating

7.2

Number of Reviews

Ranking in other categories

AI Sales & Marketing (10th), AI Content Creation (13th), AI Procurement & Supply Chain (5th)

Mindshare comparison

As of October 2026, in the AI Data Analysis category, the mindshare of Amplitude is 0.5%, up from 0.1% compared to the previous year. The mindshare of C3 AI is 0.5%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Data Analysis Mindshare Distribution
Product	Mindshare (%)
Amplitude	0.5%
C3 AI	0.5%
Other	99.0%

AI Data Analysis

Featured Reviews

Saurav Bhattacharjee

Senior Business Analyst at Arcteryx

Empowers teams to build visualization-rich reports and make faster decisions using historical user behavior data

I think areas for Amplitude's improvement include data retention. The maximum data I have worked with, the clickstream data on Amplitude, is two years, whereas we rely on Tableau for historical data of at least two years. I am not sure whether it was my organization paying for lower retention or not, but having historical data would take away the reliance on Tableau. Secondly, reconciling clickstream data with Databricks or other AWS systems could help analysts spend less time verifying the accuracy of both sources, which would be really helpful. Lastly, a more focused approach on error logs is necessary. I have found that, at least with Intuit, we used Splunk more for error logs than Amplitude. Although Amplitude had the capability, developers seemed to prefer Splunk, so if that could be improved, it would be good.

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reviewer2795349

Group Head of Data Strategy & Enterprise Governance at a consumer goods company with 10,001+ employees

Struggled to justify enterprise adoption but have valued broader developer accessibility

If I could change or add anything to improve C3 AI, I would suggest making it not just an AI platform, but a data and AI combined platform, as bringing in data management elements, governance, and cloud features is critical. The real AI and modeling represent only 20 percent of what is needed; there is over 80 percent in the rest of the world that should be addressed. Given Tom Siebel's deep understanding of corporate work and his network, integrating C3 AI with other ERP solutions such as Oracle, SAP, or Microsoft is essential. If C3 AI can be an enterprise platform, embedding more data elements and ensuring seamless integration with other ERP solutions would significantly enhance its capabilities and attractiveness. If someone told me that they have SAP, and C3 AI can seamlessly integrate the data and perform action calls between SAP, allowing me to operate on C3 AI as I would on SAP, that would be a killer feature for me. I would suggest avoiding traditional licensing sales as it is too expensive; the starting price is too high. Considering a subscription model or a pay-per-use model is the best business structure for AI or data solution vendors. The pay-per-use model benefits usage, as the more you use, the more successful you become with the platform.

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Quotes from Members

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

Pros

"Amplitude offers flexibility in real-time data analysis, allowing users to make immediate decisions."

"Amplitude is a perfect product that will always fulfill all the data-related needs that your company has, and I would suggest anyone to go for it."

"Amplitude impacts my organization positively as it serves as a central point that allows everyone within the organization to speak the same language of data."

"Amplitude has positively impacted my organization as it allows us to make decisions based on data and iterate faster."

"We can create charts and bar charts for visualization purposes and check real-time data with the solution."

"I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments."

"Amplitude has provided almost instant value to our dev team when they are deploying new trackable events and seeing how those events line up before they go out to production."

"Having accessible data which can be easily customized and manipulated by even business stakeholders with less technical knowledge is one of the best things."

More Amplitude pros

"In the first phase alone, there was approximately $90 million in savings, which reduced about 5% of inventory."

"One of the best features C3 AI offers is that you do not need to learn Python or any specific machine learning programming language; you can use C3 AI with JavaScript."

"I have noticed improvements in efficiency, reduced downtime, and time saved for my team, as it is quite integrated through the source ML pipeline to report to general customer UI, functioning as one platform that takes care of everything, thus improving efficiency, optimization, and increasing project deliverables."

"The biggest strength of C3 AI is how much it handles in one platform: data integration, model deployment, governance, monitoring, and application development."

Cons

"We have seen tagging issues with Amplitude in rare scenarios, which can be improved."

"Amplitude could be improved by being cheaper."

"I give it a nine because it is close to a perfect ten for me, but it is only useful in one layer of the project, not the other, which the tool is supposed to do."

"We attempted to use their screen recording and session recording capabilities as a replacement for a previous vendor, and we found that the functionality they offered did not stack up to the previous vendor."

"Regarding how Amplitude can be improved, I think that dashboards and charts are ephemeral; people often create dashboards but rarely revisit them, so while a handful of dashboards might survive, the real value lies in the insight derived from them."

"There was a little bit of a problem with pricing since the price of Amplitude was really expensive, and although its features and functionality are powerful, making it worth it, it could be a huge obstacle for startups or those not making lots of money."

"I think areas for Amplitude's improvement include data retention. The maximum data I have worked with, the clickstream data on Amplitude, is two years, whereas we rely on Tableau for historical data of at least two years."

"Setting up reports in Amplitude was challenging for me as a newer user."

More Amplitude cons

"However, I sometimes hear from colleagues that hallucination is an issue."

"We even failed to open any doors for C3 AI; there are no smaller wins, learning opportunities, or process improvements, even if the main goals were not met."

"C3 AI can feel very enterprise-heavy. For smaller teams, it may feel excessive."

"The reason I chose eight out of ten is that as a user of C3 AI, I found the operational aspect not easy to understand; it is a bit tricky, and you should have more core knowledge to navigate C3 AI."

Pricing and Cost Advice

"Pricing is a little on the higher end, especially when considering scalability."

Information not available

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Top Industries

By visitors reading reviews

Comms Service Provider

13%

Construction Company

10%

Computer Software Company

10%

Outsourcing Company

Construction Company

25%

Comms Service Provider

11%

Manufacturing Company

11%

Energy/Utilities Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Large Enterprise	9

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	3

Questions from the Community

What needs improvement with Amplitude?

Amplitude and all SaaS software nowadays need to improve their AI feature to keep up with competitors, and my experience with the demo showed it looks cool but needs enhancement.

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What is your primary use case for Amplitude?

As a growth marketer, product analytics tools like Amplitude are a powerful weapon for marketers, allowing us to see all user funnels from acquisition to churn and retention. It was really easy to ...

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What advice do you have for others considering Amplitude?

There are currently really good product analytics tools, and some are free, but if you want to analyze and see really proper data, especially as a CEO wanting to encounter the truth of your own dat...

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What is your experience regarding pricing and costs for C3 AI?

The pricing for C3 AI was quite high compared to other smaller AI platforms and open-source alternatives we had explored. Initially, we were cautious due to the significant investment involved.

See all answers

What needs improvement with C3 AI?

C3 AI can feel very enterprise-heavy. For smaller teams, it may feel excessive. Some workflows also feel more complex than they need to be. Overall, it is a good product, but the platform can feel ...

See all answers

What is your primary use case for C3 AI?

I have been using C3 AI for roughly eight to ten months as part of a small engineering team working on operational analytics. We primarily use it for predictive maintenance and some newer generativ...

See all answers

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Product Reports

Buyer's Guide

Amplitude

October 2026

Download Amplitude product report

Buyer's Guide

C3 AI

October 2026

Download C3 AI product report

Also Known As

ClearBrain

No data available

Overview

Amplitude is a digital analytics platform that empowers businesses to understand and optimize customer experiences. It offers real-time insights into user behavior, helping companies identify patterns, measure engagement, and build data-driven strategies to improve their products and increase customer satisfaction.

This platform provides comprehensive analytics, combining data science and machine learning to help teams visualize trends and predict user needs. It integrates seamlessly with various data sources, making it easy to analyze customer journeys, track user interactions, and understand how features contribute to business goals. It also supports cohort analysis to group users based on behaviors, aiding personalized product improvements.

Key features include:

Event Tracking: Monitor user actions across digital touchpoints to understand engagement.
Cohort Analysis: Identify groups of users with similar behaviors to personalize features.
Conversion Funnels: Visualize steps users take towards conversions, highlighting drop-off points.
Retention Analysis: Track user retention over time to identify loyal customers and measure growth.
Segmentation: Split data into meaningful segments for targeted analysis and reporting.

Benefits of using Amplitude include the ability to improve customer retention by understanding key engagement drivers, increase conversion rates through optimized funnels, and refine user experiences with more accurate segmentation. This leads to increased ROI as teams can focus on the most impactful improvements.

Amplitude is valuable across various sectors like e-commerce, fintech, and SaaS. It helps e-commerce teams refine product recommendations, fintech companies assess user acquisition strategies, and SaaS firms personalize onboarding experiences.

Pricing is tailored based on usage and features, offering free, growth, and enterprise plans. Customer support includes comprehensive documentation, a knowledge base, and expert guidance for setup, data management, and strategic analysis.

In summary, Amplitude helps businesses analyze and optimize digital user experiences to enhance engagement, conversion, and retention through a robust suite of analytical tools.

Amplitude

C3 AI leverages advanced AI to optimize supply chains, predict demand, and integrate data for improved decision-making. Real-time dashboards and alerts support quick actions, requiring JavaScript and machine learning expertise.

C3 AI empowers enterprises by enhancing operational efficiency through AI-driven insights. Users gain an edge by identifying pricing anomalies and tracking delivery and supplier health. With JavaScript as the primary interface, accessibility broadens, fostering implementation across platforms. C3 AI’s robust architecture, connectivity, and sourcing optimizations translate into significant savings, showcasing its reliability and diverse AI libraries. However, the need for a more streamlined deployment, better onboarding processes, and transparent AI recommendations remains essential for maximized use.

What are the main features of C3 AI?

Supply Chain Optimization: Uses AI for enhanced supply chain management and demand prediction.
Data Integration: Consolidates information from various sources for comprehensive analytics.
Real-Time Dashboards: Provides immediate data visualization and actionable insights.
Alerts and Notifications: Enables proactive decision-making through customized alerts.
Diverse AI Libraries: Enhances functionality with a wide range of AI tools and models.

What benefits should users look for when evaluating C3 AI?

AI-Driven Insights: Offers strategic data analysis for better decision-making.
Cost Savings: Demonstrated capability of generating millions in savings through optimization.
Scalable Operations: Facilitates scaling by integrating multiple ERP systems.
Predictive Maintenance: Reduces equipment downtime through precise failure predictions.
Automation: Streamlines sourcing and inventory management through automated processes.

Industries incorporate C3 AI for predictive maintenance, financial fraud detection, and operational scaling. Tech consultancies enable enterprise AI adoption using JavaScript, simplifying implementations without needing deep machine learning expertise. The platform’s comprehensive analytics are valued across sectors.

C3 AI

Sample Customers

Nokia, Yik Yak, QuizUp, CrunchBase, Rhapsody, PlanGrid, Acquia, Patreon, SeatGeek, Etermax

Information Not Available

Buyer's Guide

Amplitude vs. C3 AI

September 2026

Free Report: Amplitude vs. C3 AI

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