| Functionality | 8 <p>Amplitude offers comprehensive product analytics with particular strengths in behavioral cohort analysis, predictive analytics, and cross-platform journey mapping. Its Behavioral Graph technology differentiates it from competitors, though it lacks some specialized features like heatmaps found in more all-in-one solutions.</p> | 8 <p>Userpilot offers an all-in-one solution that typically requires multiple separate tools to achieve the same capabilities. While competitors like Mixpanel specialize in event tracking and data analysis, and others like Hotjar focus on visual feedback tools (heatmaps, session replays), Userpilot combines these diverse functionalities in a single platform. This integration allows teams to handle multiple product analytics and user experience tasks without switching between different software solutions.</p><p>Note: As of March 18, 2025, heatmap functionality in Userpilot is temporarily unavailable (deprecated). According to Userpilot representatives, this feature is expected to return later this year.</p> |
| Ease of Use | 7 <p>Amplitude excels at making complex analytics accessible to non-technical users through intuitive interfaces and guided analysis capabilities. The platform effectively balances depth for data scientists with accessibility for business users, though the learning curve is steeper than with more focused competitors.</p> | 8 <p>Day to day use of Userpilot is straightforward and efficient. With a straightforward and well labeled lefthand side panel controlling most navigation through different features, navigation remains easy and intuitive.</p><p>Each feature (ie user activity metrics) are immediately set up with a page and dashboard of what Userpilot deems to be the most typically important metrics for that feature. Clicking into each panel gives more granular controls, limited download options, and more.</p><p>Creating new dashboards and customising others are also relatively straightforward, often needing just several clicks to set up a New Users Activation dashboard in our testing. However, some features within a dashboard have been greyed out due to their restrictions to higher tiered subscriptions.</p><p>One great feature available to the higher tiered paid plans is the Visual Labeller, a Chrome Extension that allows users to label specific elements of their sites for event tracking without the need to engage the developer team though user reports have indicated slightly cumbersome usability.</p><p>Day-to-day setup of a functioning account also does not need developer involvement, with most employees able to navigate small changes like adding events etc.</p> |
| Look and feel | 5 <p>Amplitude's interface is polished, professional and highly scalable. The enterprise-oriented design emphasizes accessibility for diverse team members. Visualizations are sophisticated yet intuitive, with reasonable load times (4-5s) for complex dashboards—slightly slower than some competitors.</p> | 5 <p>Userpilot's interface is relatively straightforward and intuitive to use. One major comment however is that the design can look a bit dated compared to other similar solutions on the market. Whilst not tiring to look at, Userpilot's interface doesn't particularly impress visually either.</p><p>We particularly like the left side panel with clear labelling which opens up to show more options within that category. This allows users to efficiently move between various types of powerful analytics tools often within 2 menu clicks. Load times have been said to be average for such a powerful analytics product.</p><p>Different features like heatmaps, flow analysis, cohort analysis, and more each have slightly varying UIs, however we also liked the relative consistency Userpilot has across different features.</p> |
| Customisability | 6 <p>Amplitude offers extensive customization options for metrics, reports, and dashboards. Its enterprise focus brings robust governance features for custom taxonomies and data definitions. That being said, it lacks the self-hosting flexibility of open-source alternatives.</p> | 5 <p>Userpilot may be slightly more difficult to customise compared to other analytics tools in the category. The trade-off to the ease of onboarding and getting started is the lack of more granular control over dashboards and also the widgets and tiles within the dashboards at the lowest tier.</p><p>They do offer custom dashboards with up to 25 custom dashboards available at the higher paid tiers, with several templates available as well as the option to create one from scratch.</p><p>In testing, we found that tables had a certain level of customisability i.e. rearranging, adding and dropping, and excluding from exports. However, the interface which houses the table and the larger report dashboard was set with no ability to change further.</p><p>We also found that within certain dashboards, the tiles of metrics exclusive to higher paid tiers remained on-screen but greyed out, seemingly aimed at upselling to a higher tier with no option to remove these from dashboard view.</p> |
| Ease of Setup | 4 <p>Amplitude requires thoughtful implementation with strategic event planning and taxonomies. Though it offers automatic event capture, its clear that the tool is best used through manual instrumentation. While the initial setup demands more investment than some alternatives, this approach can yield better long-term analytics outcomes.</p> | 7 <p>Userpilot has a relatively straightforward setup process to get from 0 to 1, with our testing showing just a simple javascript snippet from our website sufficient to start logging event data within the platform within an hour of sign up. We also liked seeing Userpilot's less intrusive setup and onboarding suggestions, allowing users to jump straight into the dashboard without needing to interact with too many tutorials.</p><p>The onboarding guides remained suggested even throughout setup of our first tracking events without creating visual clutter, giving confidence of being able to resume learning the software quickly.</p> |
| Customer Support | 6 <p>Amplitude's documentation is comprehensive and tailored to different user personas (albeit slightly hard to navigate), though community resources aren't as vibrant as those found in open-source ecosystems.</p> | 8 <p>Userpilot has made it easy to access help, with a clearly labelled help section in the main panel that instantly pops up a whole suite of useful resources within the same window.</p><p>On top of their clearly labelled self-help resources, it was also very simple to get in touch with a live chat with a support member. In testing, we were in touch with somebody and keeping a live conversation within 30 seconds of raising an issue- and were given explanations, workthroughs, and resource links for the issue raised. They also handled additional questions within the same chat with ease.</p><p>Upon inquiry, their live chat line isn't 24/7, with live support active only from 0800-2400<span style="background-color: rgb(255, 255, 255); color: rgb(17, 17, 17);"> (GMT+3). </span></p> |
| Integratability | 8 <p>Amplitude offers one of the widest arrays of integrations covering everything from data warehouses, to CRMs, to CDPs and even customer support tools. Their Amplitude Connect hub simplifies integration management, and their well-documented API enables programmatic interaction with the platform.</p> | 7 <p>Great integrations are available for both import and export when paying for higher tiers, though its integration coverage is more than respectable even at its lowest tier.</p><p>Userpilot has a marketplace of native integration apps spanning a healthy amount of the most ubiquitous and industry standard products including Segment, MixPanel, Heap, and Amplitude, as well as access at the higher paid tiers to HubSpot and Salesforce.</p><p>Userpilot also has straightforward documentation for usage of its javascript SDK, as well as access to its bulk data export API at the higher paid tiers.</p> |
| Ease of Migration | 8 <p>Amplitude provides robust data export capabilities including scheduled exports, direct data warehouse connections, and reverse ETL options. Its comprehensive API allows for programmatic data interaction too.</p> | 8 <p>When paying for one of the higher tiers, Userpilot has a great suite of export options that should be more than sufficient for most use cases.</p><p>All plan tiers come with export data via CSV, with some controls such as excluding specific traffic available.</p><p>Several of the native integrations within Userpilot's integrations marketplace also allow for export of data direct to other analytics tools, including Heap, Segment, Hubspot, and more.</p><p>A bulk data export API is available at the enterprise plan level or as a paid add-on to the growth plan level.</p> |
