SaaS Analytics Tools Compared: Find the Best Fit for Your Business in 2025

Top 5 SaaS analytics tools reviewed: Amplitude, Mixpanel, Pendo, Mitzu, and Google Analytics for better product and revenue decisions.
Ambrus Pethes
May 22, 2025
5 min read
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Clickhouse and Mitzu warehouse-native integration

Tracking the right metrics is crucial for any SaaS business. With so many analytics tools out there, it can be tough to know which ones actually help you understand user behavior, boost retention, and grow revenue. Here are five top analytics platforms that give SaaS teams clear insights into product usage, customer journeys, and business health.

Company Amplitude Mixpanel Pendo Mitzu Google Analytics
Data warehouse-native connection Snowflake None, but Mirror sync None, but Data Sync Snowflake, Databricks, Clickhouse, Google BigQuery, Amazon Athena, PostgreSQL, Amazon Redshift, Trino None
User friendliness ★★★★★ ★★★★★ ★★★★ ★★★★★ ★★★
Marketing analytics (Segmentation, Funnels, Journey) ★★★★★ ★★★★★ ★★★★ ★★★★★ ★★★
Revenue analytics (MRR, Sales, metrics) ★★ ★★★★★
Product Analytics ★★★★★ ★★★★★ ★★★★ ★★★★★ ★★★
B2B Analytics ★★★★ ★★ ★★★★ ★★★★★ ★★
Flexibility on Data model changes ★★★★★ ★★★★ ★★★★ ★★★★★ ★★★
Customer support ★★★★ ★★★★★ ★★★★ ★★★★★ ★★
First integration Within a day Within a day Within a day Less than one hour Within a day

1. Amplitude

Overview

Amplitude is a behavioral analytics platform that helps SaaS teams understand user journeys, product adoption, and engagement to drive growth and retention.

Pricing

Amplitude pricing

Key Features for SaaS

  • Behavioral cohort analysis: Segment users by actions (e.g., onboarding completed, feature adopted, subscription upgraded) to target engagement and retention strategies.
  • Conversion funnel visualization: Map steps from signup to activation, revealing where users drop off and how to optimize onboarding.
  • Retention and engagement tracking: Monitor user stickiness and identify what drives long-term subscription value.
  • Real-time dashboards: Access up-to-date insights on user engagement, feature adoption, and customer health.
  • A/B testing integrations: Test new features or onboarding flows and measure their impact on user behavior.
  • Robust API/data export: Integrate analytics with your SaaS stack (CRM, marketing automation, etc.) for a unified view.

Best Use

Ideal for SaaS teams seeking deep insights into user behavior to boost activation, retention, and expansion.

2. Mixpanel

Overview

Mixpanel offers real-time event analytics and customizable dashboards, making it easy for SaaS companies to track feature usage, user engagement, and conversion funnels.

Pricing

Mixpanel pricing

Key Features for SaaS

  • Event tracking and funnel analysis: Monitor key actions (e.g., trial started, feature used, subscription upgraded) to identify and address drop-off points.
  • Cohort and retention reports: Analyze how different user segments behave over time to inform targeted lifecycle campaigns.
  • Segmentation: Personalize communications and product experiences based on user activity and attributes.
  • A/B testing and messaging: Experiment with new features and send targeted in-app messages to drive engagement.
  • Cross-platform analytics: Track user journeys seamlessly across devices and platforms.
  • Self-serve data exploration: Empower product and growth teams to answer questions without engineering support.

Best Use:

Best for SaaS teams needing actionable, real-time insights to drive product adoption and reduce churn.

3. Mitzu.io

Overview

Mitzu is a warehouse-native analytics tool that connects directly to your cloud data warehouse, enabling SaaS companies to analyze user journeys, retention, and subscription metrics at scale.

Pricing

Mitzu.io pricing

Key Features for SaaS

  • No-code analytics: Allow non-technical users to explore activation, conversion, and retention data without SQL.
  • Subscription and revenue metrics: Track SaaS KPIs like MRR, ARR, LTV, and churn for financial health monitoring.
  • Secure, warehouse-native analytics:  Data remains in your warehouse, eliminating data duplication and external transfers, ensuring maximum privacy and governance.
  • Embeddable dashboards: Share insights with marketing, product, and leadership teams for collaborative action.
  • Cohort, funnel, and journey analysis: Analyze user segments and conversion funnels to identify bottlenecks and optimize product flows.
  • Real-Time Data Exploration: Access up-to-date event-level data directly from your warehouse, ensuring 100% data consistency and accuracy.
  • Cross-Channel Campaign Tracking: Measure marketing campaign performance alongside product usage to connect business outcomes with user behavior..

Best Use:

Ideal for SaaS companies with high-volume datasets and modern data warehouses seeking scalable, privacy-focused analytics without ballooning costs.

4. Pendo

Overview

Pendo combines product analytics with in-app messaging and feedback, helping SaaS teams improve onboarding, boost feature adoption, and collect user insights.

Pricing

Pendo pricing

Key Features for SaaS

  • Product usage analytics: Track how users engage with different features, monitor adoption rates, and identify areas of friction within your SaaS application.
  • Funnels and paths: Visualize user journeys, analyze conversion funnels, and uncover where users drop off or succeed in key workflows.
  • Retention and cohort analysis: Measure user retention over time, compare cohorts, and spot trends that impact long-term engagement.
  • In-app guides and onboarding: Create targeted in-app messages, walkthroughs, and tooltips to onboard new users, highlight new features, and drive deeper adoption—all without code.
  • User feedback tools: Collect direct input from users through in-app surveys, polls, and NPS, helping you prioritize improvements and respond to customer needs.
  • Third-party integrations: Connect seamlessly with tools like Salesforce, Intercom, Segment, and Slack for unified data and workflow automation.

Best Use

Pendo is ideal for SaaS product teams that want a single platform to track user behavior, improve onboarding, gather feedback, and drive product-led growth.

5. Google Analytics (GA4)

Overview

Google Analytics (GA4) is a flexible analytics platform that tracks SaaS user activity across websites and apps, supporting funnel analysis, event tracking, and marketing attribution.

Pricing

Free

Key Features for SaaS

  • Custom event tracking: Monitor actions like signups, feature adoption, subscription changes, and trial-to-paid conversions.
  • Funnel and cohort analysis: Visualize user progression through onboarding, activation, and retention stages.
  • Cross-platform measurement: Track user journeys across web, mobile, and desktop apps for a holistic view.
  • Predictive analytics: Leverage machine learning to forecast churn, LTV, and user behavior trends.
  • Custom dashboards and reports: Tailor insights to your SaaS KPIs and share with stakeholders.
  • Integration with Google ecosystem: Sync with Google Ads, BigQuery, and more for advanced analysis.

Best Use

Great for SaaS companies wanting a free, flexible analytics solution that integrates with marketing and product data.

Conclusion

All five tools offer strong analytics for SaaS teams. Amplitude and Mixpanel provide advanced event-based product analytics, while Pendo adds in-app messaging and feedback to help drive user engagement. Google Analytics is a go-to for free tracking web and marketing performance. Mitzu, however, analyzes data directly in your warehouse, so there’s no data movement, no silos, and you get real-time, flexible insights as your business grows. For teams wanting full control and scalability, making Mitzu especially powerful for SaaS companies.

Unbeatable solution for all of your analytics needs

Get started with Mitzu for free and power your teams with data!

How to get started?

Collect data

Ingest your first and third party data to your data warehouse. If you don't yet have a data warehouse we can help you get started.

Setup Mitzu

Connect Mitzu to your data warehouse just as any other BI tool. List your facts and dimensions tables.
Create an events and properties catalog.

Start making better decisions faster

Start learning valuable insights with a few clicks only. No need to know SQL. Collaborate with your team on key business questions.