Umami vs Amplitude

A detailed comparison of Umami and Amplitude — features, pricing, privacy compliance, and which tool is best for your use case.

Quick Summary

Umami and Amplitude serve different positions in the analytics market. Umami is developers and technically capable teams who want to self-host a privacy-first analytics tool with minimal overhead and maximum cost efficiency. Umami is ideal for personal projects, developer portfolios, side projects, and small businesses where the person managing the website is also comfortable managing a Docker deployment and wants to avoid recurring subscription costs while still getting clean, privacy-compliant web analytics., while Amplitude is product teams at mid-to-large technology companies that need behavioral analytics, experimentation, and session replay in a single platform with enterprise data governance capabilities. Amplitude is best suited for organizations where product decisions are data-driven at the feature level, the analytics team has the expertise to leverage sophisticated segmentation and experimentation tools, and the budget supports premium analytics pricing.. Umami operates without cookies, requiring no consent banners. Amplitude also uses cookie-based tracking. Umami does not include AI capabilities, while Amplitude also provides AI features. The right choice depends on your specific needs around privacy compliance, feature depth, pricing structure, and ease of use. For a privacy-first alternative with AI-powered actionable insights, cookie-free tracking, and a generous free tier, ActionLab Analytics offers a compelling option that combines the best aspects of modern web analytics.

Umami: Free (self-hosted) or 10K events/mo (cloud)|Amplitude: Free — 50K tracked users/mo

Umami

Umami is an open-source web analytics tool designed as a simple, fast, privacy-respecting alternative to Google Analytics that you can self-host on your own infrastructure. The project started as a side project and has grown into a well-maintained platform with a clean, modern dashboard that displays visitors, page views, bounce rate, visit duration, referrer sources, browser and device data, and geographic location. Umami does not use cookies and does not collect personal information, making it compliant with privacy regulations without consent banners. The platform recently launched a cloud-hosted option alongside the traditional self-hosted deployment, offering a free tier of ten thousand events per month. Umami supports custom event tracking, UTM parameter collection, multiple website management from a single installation, and a shareable dashboard feature. The project is built with Next.js and can connect to either PostgreSQL or MySQL databases, making self-hosting straightforward for developers familiar with these technologies.

Best for: Developers and technically capable teams who want to self-host a privacy-first analytics tool with minimal overhead and maximum cost efficiency. Umami is ideal for personal projects, developer portfolios, side projects, and small businesses where the person managing the website is also comfortable managing a Docker deployment and wants to avoid recurring subscription costs while still getting clean, privacy-compliant web analytics.

Amplitude

Amplitude is a digital analytics platform that has evolved from a product analytics tool into a broader platform encompassing behavioral analysis, experimentation, session replay, and a customer data platform. The company went public and has positioned itself as the analytics layer for digital product teams, competing directly with Mixpanel for product analytics use cases and increasingly with experimentation platforms like Optimizely. Amplitude offers behavioral cohorting, funnel analysis, retention tracking, path analysis, and an AI-powered insights engine that surfaces anomalies and trends automatically. The experimentation platform allows teams to run A/B tests, feature rollouts, and holdback experiments with statistical rigor. Amplitude's free tier supports up to fifty thousand monthly tracked users, making it accessible for growing products. The platform emphasizes data governance with features like data planning, event taxonomy management, and data quality monitoring that help organizations maintain clean analytics data at scale. Amplitude integrates with major data warehouses and offers a reverse ETL capability for activating analytics insights in operational tools.

Best for: Product teams at mid-to-large technology companies that need behavioral analytics, experimentation, and session replay in a single platform with enterprise data governance capabilities. Amplitude is best suited for organizations where product decisions are data-driven at the feature level, the analytics team has the expertise to leverage sophisticated segmentation and experimentation tools, and the budget supports premium analytics pricing.

Feature Comparison

Feature comparison between Umami and Amplitude
Feature	Umami	Amplitude
Cookie-free tracking	✓	✗
Requires consent banner	✓	✗
AI-powered insights	✗	✓
Open source	✓	✗
Script size	~2KB	~35KB
Custom event tracking	✓	✓
Funnel analysis	✓	✓
Real-time dashboard	✓	✗
Team management	✓	✓
REST API access	✓	✓
Free tier	Free (self-hosted) or 10K events/mo (cloud)	Free — 50K tracked users/mo
Paid plans	Cloud from $9/mo (100K events)	Plus from $49/mo

Where Umami Wins

Fully open source under the MIT license with self-hosting support, meaning you can run it indefinitely at zero software cost on your own servers.
Lightweight tracking script at approximately two kilobytes has minimal impact on page load performance, preserving good Core Web Vitals scores.
Clean, modern user interface built with Next.js provides a visually appealing dashboard that feels contemporary rather than dated.
No cookies or personal data collection ensures compliance with GDPR, CCPA, and other privacy regulations without implementing consent banners.
The free self-hosted option makes Umami the most cost-effective analytics solution for developers willing to manage their own infrastructure.
Supports both PostgreSQL and MySQL databases for self-hosting, giving you flexibility to use whichever database your infrastructure already runs.

Where Amplitude Wins

Powerful behavioral analytics with deep cohort analysis, funnel building, and retention measurement refined through years of serving product teams at major technology companies.
AI-powered insights proactively surface anomalies, significant trends, and unexpected patterns in your data without requiring you to manually search for them.
Built-in experimentation platform enables A/B testing, feature rollouts, and holdback experiments with proper statistical methodology integrated directly with analytics.
Session replay captures visual recordings of user interactions, complementing quantitative behavioral data with qualitative understanding of user experience.
The free tier supporting fifty thousand monthly tracked users provides substantial capacity for growing products before requiring paid plans.
Data governance tools including event taxonomy planning, data quality monitoring, and schema enforcement help organizations maintain clean, trustworthy analytics data over time.

Consider ActionLab Analytics

Looking for a privacy-first alternative with AI-powered insights? ActionLab Analytics offers cookie-free tracking, real-time dashboards, and AI that tells you what to change — not just what happened. Start free with 100K events/month.

AI-powered actionable insights
No cookies or consent banners needed
Sub-2KB tracking script
Real-time dashboard
Full GDPR/CCPA/PECR compliance

In-Depth Analysis

Umami

Umami has carved out a meaningful niche as the developer-friendly self-hosted analytics option, particularly popular among personal projects, indie hackers, and engineering teams that want analytics without vendor dependency. The MIT license is more permissive than Plausible's AGPL, which appeals to organizations with concerns about copyleft licensing requirements. The technical implementation is clean and modern — built on Next.js with a polished UI that looks and feels contemporary. For developers who are already comfortable with Docker, PostgreSQL, and reverse proxies, getting Umami running is genuinely straightforward and the result is a fully functional analytics platform at zero ongoing software cost. The main question for potential Umami users is whether they need analytics to be more than a passive dashboard. Umami shows you data clearly, but it does not proactively surface insights, detect anomalies, or recommend actions. As analytics tools increasingly move toward intelligent analysis — using AI to identify what matters in your data without you having to look for it — Umami's traditional dashboard approach may feel limited for teams that want their analytics to be a strategic asset rather than a monitoring screen. The cloud offering addresses the self-hosting barrier but faces stiff pricing competition. At nine dollars per month for one hundred thousand events, Umami Cloud competes directly with Plausible and ActionLab, both of which offer more features at similar price points. The ten-thousand-event free tier is too small for most real websites, limiting its utility as a permanent free option. Umami excels as a self-hosted solution for technically capable teams with modest analytics needs. For organizations seeking AI-powered insights, advanced features, or a generous free tier without self-hosting, other options in the privacy-first analytics space offer more compelling packages.

Amplitude

Amplitude has transformed from a product analytics startup into a publicly traded analytics platform company, and this evolution shapes both its strengths and limitations. The core behavioral analytics engine — cohorts, funnels, retention, paths — is genuinely excellent, refined through years of feedback from demanding product teams at companies building complex digital products. The addition of experimentation moves Amplitude beyond pure analytics into a tool that can not only measure what happened but test what should happen next. AI-powered insights represent one of Amplitude's stronger differentiators. Unlike tools that offer AI as a chat interface for querying data, Amplitude's AI proactively monitors your metrics and surfaces anomalies, significant changes, and correlations that you might not think to look for. This is a fundamentally more useful approach than waiting for users to ask the right questions. However, the platform's expansion into experimentation, session replay, and CDP functionality has introduced complexity and cost that not every organization needs. The entry-level Plus plan at forty-nine dollars per month is just the beginning — enterprise features that many growing companies need, like data governance, SSO, and advanced experimentation, push costs significantly higher. This makes Amplitude a considered purchase rather than an easy adoption. For web analytics specifically, Amplitude shares the same fundamental limitation as Mixpanel: it was designed to answer product questions, not website questions. Traffic source analysis, content performance measurement, geographic distribution, and referrer attribution are secondary concerns in a platform built around user behavioral tracking. Teams looking for web analytics with AI-powered insights and privacy compliance should look at purpose-built web analytics tools. Amplitude's value proposition is strongest when you need deep product analytics and experimentation, have the budget for premium pricing, and view web analytics as a separate concern handled by a different tool.

Detailed Comparison

Umami and Amplitude are both analytics platforms that compete for different segments of the market. Umami operates without cookies and does not require consent banners, providing complete visitor coverage. Amplitude also relies on cookie-based tracking with consent requirements. On the intelligence front, Umami does not include AI-powered analysis, requiring manual interpretation of dashboards and reports. Amplitude provides AI capabilities as well. The tracking script sizes differ — Umami at ~2KB versus Amplitude at ~35KB — which affects page load performance and Core Web Vitals scores. Pricing also varies: Umami (free: Free (self-hosted) or 10K events/mo (cloud), paid: Cloud from $9/mo (100K events)) versus Amplitude (free: Free — 50K tracked users/mo, paid: Plus from $49/mo). Umami is best for developers and technically capable teams who want to self-host a privacy-first analytics tool with minimal overhead and maximum cost efficiency. umami is ideal for personal projects, developer portfolios, side projects, and small businesses where the person managing the website is also comfortable managing a docker deployment and wants to avoid recurring subscription costs while still getting clean, privacy-compliant web analytics.. Amplitude is best for product teams at mid-to-large technology companies that need behavioral analytics, experimentation, and session replay in a single platform with enterprise data governance capabilities. amplitude is best suited for organizations where product decisions are data-driven at the feature level, the analytics team has the expertise to leverage sophisticated segmentation and experimentation tools, and the budget supports premium analytics pricing.. The right choice depends on your specific priorities around privacy, features, budget, and technical requirements. For teams seeking a privacy-first alternative with AI-powered actionable insights, ActionLab Analytics provides cookie-free tracking, real-time AI recommendations, and a generous free tier of one hundred thousand events per month.

Verdict

Frequently Asked Questions

Which is better, Umami or Amplitude?

The best choice depends on your specific requirements. Umami is best for developers and technically capable teams who want to self-host a privacy-first analytics tool with minimal overhead and maximum cost efficiency. umami is ideal for personal projects, developer portfolios, side projects, and small businesses where the person managing the website is also comfortable managing a docker deployment and wants to avoid recurring subscription costs while still getting clean, privacy-compliant web analytics.. Amplitude is best for product teams at mid-to-large technology companies that need behavioral analytics, experimentation, and session replay in a single platform with enterprise data governance capabilities. amplitude is best suited for organizations where product decisions are data-driven at the feature level, the analytics team has the expertise to leverage sophisticated segmentation and experimentation tools, and the budget supports premium analytics pricing.. Consider your priorities around privacy compliance (Umami is cookie-free; Amplitude requires cookies), pricing (Free (self-hosted) or 10K events/mo (cloud) vs Free — 50K tracked users/mo), tracking script performance impact (~2KB vs ~35KB), and whether you need AI-powered insights (not available in Umami; available in Amplitude). Evaluate both tools against your actual daily analytics workflow rather than feature checklists.

Can I use Umami and Amplitude together?

Technically yes, but running multiple analytics scripts compounds page weight (~2KB + ~35KB), increases implementation complexity, and creates data reconciliation challenges since different tools count visitors differently. The tools also differ on privacy — one uses cookies while the other does not, so visitor counts will likely differ. A single analytics tool that covers your needs is typically more efficient. ActionLab Analytics offers a privacy-first alternative with AI-powered insights, a sub-two-kilobyte script, and a free tier that lets you evaluate whether it can replace both tools.

Is there a privacy-friendly alternative to both Umami and Amplitude?

Yes. ActionLab Analytics is a privacy-first web analytics platform that uses no cookies and requires no consent banners, making it fully compliant with GDPR, CCPA, PECR, and ePrivacy regulations. The tracking script weighs under two kilobytes — lighter than comparable to Umami (~2KB) and much smaller than Amplitude (~35KB). ActionLab includes AI-powered insights that proactively surface recommendations about your content, traffic patterns, and growth opportunities. The free tier includes one hundred thousand events per month and three sites, with no credit card required.

How do Umami and Amplitude compare on pricing?

Umami offers free (self-hosted) or 10k events/mo (cloud), with paid plans cloud from $9/mo (100k events). Amplitude offers free — 50k tracked users/mo, with paid plans plus from $49/mo. Total cost of ownership should include not just subscription fees but also implementation time, infrastructure costs for self-hosted options, and the ongoing effort to extract actionable insights from the data. ActionLab Analytics offers a free tier with one hundred thousand events per month, Pro at fourteen dollars per month with one million events and AI insights, and Enterprise at forty-fourteen dollars per month with ten million events.

Which tool is easier to set up, Umami or Amplitude?

Setup complexity varies. Umami is lightweight and typically installs with a single script tag in minutes. Amplitude requires more setup effort due to its script size and feature scope. Umami offers self-hosting which adds deployment complexity but provides data control. ActionLab Analytics installs with a single two-kilobyte script tag and shows real-time data within minutes, with no configuration required for the core analytics features.

Do Umami and Amplitude require cookie consent banners?

Umami does not use cookies and does not require consent banners under GDPR, CCPA, or similar regulations. Amplitude also uses cookies and requires consent management. ActionLab Analytics uses no cookies, collects no personal data, and requires no consent banners in any jurisdiction — ensuring you count every visitor to your site.

Which has better AI features, Umami or Amplitude?

Amplitude includes AI-powered features while Umami does not offer AI capabilities. ActionLab Analytics provides AI-powered insights that proactively analyze your traffic patterns and generate specific, actionable recommendations — identifying content opportunities, traffic anomalies, conversion bottlenecks, and growth strategies without requiring you to know what questions to ask. This proactive intelligence is available on all paid plans starting at fourteen dollars per month.