

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.
I have seen a return on investment with Amplitude, saving about 120 man hours per month for a specific report that needs to be created.
It has saved us a lot of time since I can see the analysis as quickly as possible in the dashboard, resulting in significant time and money saved.
Using Cohesity DataProtect is easier to manage, and it simplifies various components into one architecture, reducing the need for extensive human resources to manage backups.
You can pursue answers whichever way you would prefer through the normal support routes or you can source it from the community that they offer on Slack.
There could be live chat support for different types of charges or solutions that would be more helpful.
Amplitude customer support is responsive.
The support can depend on the region, and for larger customers, I advise having a Technical Account Manager for better assistance.
For the support, I can provide a rating of four only because they initially provide some steps, but later say they are not sure, which is a problem in a production environment.
Amplitude's scalability is fine; I have millions of active users, tens of millions, with high throughput, and it performs great.
Amplitude is very scalable, considering that we do not have to do any manual work ourselves.
Amplitude is quite scalable.
Cohesity DataProtect is built on a scale-out architecture, which means it can effectively scale to meet various needs.
I did not notice any delays or issues with Amplitude's performance and speed when handling large datasets.
On the whole, any problems were more related to hardware limitations rather than issues with Cohesity DataProtect itself.
Support could be improved. Sometimes I need to create a ticket and communicate with one of their advisors via email.
Longer form time series analysis seems nearly impossible to do on this platform.
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.
While there are improvements to be made, such as providing support for older systems like IBM iSeries and tandem systems from HP, the solution overall shifts from older methods to modern practices.
There is room to improve the user interface of Cohesity DataProtect for more intuitive navigation.
Pricing is often egregiously high, and the company has changed billing models on us once already.
We are using a free version and would upgrade to a paid version if it were cheaper.
Amplitude's pricing is good and not overpriced; it is fair for the amount of data we are extracting and the analysis we perform.
I find Cohesity DataProtect to be expensive.
Based on Amplitude charts and outcomes, our product team takes decisions, so it has improved decision-making.
Amplitude has positively impacted my organization as it allows us to make decisions based on data and iterate faster.
Collaboration was a significant part. What improves collaboration is the self-serve functionality, which was a big deal for PMs to have access to just that data and also the base layer of how that data is structured, which connects to clicks that every report refers to.
The platform is based on a scale-out architecture with each node having compute, RAM, SSD, and HDD.
Global deduplication ensures that only unique data blocks are stored, significantly reducing storage consumption.
Some of the most valuable features of Cohesity DataProtect for me include instant mass restore, anomaly detection, and its ability to handle large data volumes effectively.
| Product | Market Share (%) |
|---|---|
| Amplitude | 0.5% |
| Cohesity DataProtect | 0.5% |
| Other | 99.0% |

| Company Size | Count |
|---|---|
| Small Business | 2 |
| Large Enterprise | 9 |
| Company Size | Count |
|---|---|
| Small Business | 19 |
| Midsize Enterprise | 22 |
| Large Enterprise | 43 |
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:
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.
What is Cohesity DataProtect?
Cohesity DataProtect is a top-level, sophisticated, software-defined backup and recovery solution created for cloud environments. Cohesity DataProtect is made to hyperscale and is one the most thorough policy-based protection solutions available on the market today.
Cohesity DataProtect melds multiple-point products into a single software that is able to be deployed as on-premise or consumed as a service.
Top Features:
Hyperscale made easy: Cohesity DataProtect improves data protection by doing away with the need for backup silos and administers backup and recovery with a single user-friendly, easy-to-understand interface. Cohesity DataProtect provides extensive 24/7 enterprise-class protection for a large, varying set of sources, including virtual and physical servers, NAS and SaaS workloads, relational and distributed databases, and traditional and containerized applications.
Super fast recovery: Cohesity DataProtect offers near-zero recovery point objectives (RPOs) and near-instant recovery time objectives (RTOs) to satisfy your business service-level agreements (SLAs). Using Cohesity Helios’ unified data plane and control plane you can immediately search and recover data on any Cohesity cluster, located anywhere. DataProtect distinctively minimizes downtime by immediately mass restoring any amount of virtual machines (VMs) to any point in time, and lowers data protection costs by as much as 70% or more.
Backup as a Service: Feel free to take advantage of the elasticity of the public cloud and the cost-effective value of Cohesity DataProtect when delivered as a service. When you choose an OPEX option, you can eliminate the need for on-premises hardware. There is a SaaS option that will allow you to very simply configure your backup workloads and immediately begin protecting your vital all-important data and applications.
It’s as easy as: sign-up, connect, and protect!
Ransomware protection: Cohesity DataProtect offers stellar recovery at scale. The solution is so intuitive, it has machine learning-based anomaly detection to stop incidents before they happen. Cohesity DataProtection can provide immutable backups, Datalock write once, read many (WORM), encryption, and role-based access control (RBAC).
Cohesity DataProtect integrates well with many of today’s top solutions, including, but not limited to:
Reviews from Real Users
One reviewer, who is head of IT infrastructure at Kampmann says, “Cohesity really is a Next-Gen Data Management Software,” and goes on to indicate that Cohesity “works flawlessly with easy replication of backups and numerous supported backup sources.”
Another user, who is a senior network engineer at a legal firm, relates that "Cohesity is a robust and feature-rich solution"
We monitor all AI Data Analysis reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.