Northbeam focuses on marketing intelligence for profitable growth, offering multi-touch attribution and media mix modeling with a fully automatic, no-code setup. Its proprietary attribution model is designed for comprehensive insights across various platforms, not just Shopify.

Polar Analytics provides a pre-built dashboard with out-of-the-box metrics and reports, emphasizing customer data integration and identity resolution to enhance audience targeting. Its approach is more about delivering ready-to-use insights for teams.

Littledata offers a 30-day free trial and emphasizes privacy compliance, server-side tracking, and automatic checkout tracking. It also features identity resolution and a no-code setup, similar to Northbeam.

In summary, Northbeam excels in advanced analytics and machine learning capabilities, Polar Analytics focuses on user-friendly dashboards for immediate insights, while Littledata combines privacy and tracking features with a trial offer. Each platform has unique strengths depending on your specific tracking and data collection needs.

For an online store with 50 orders per month, Northbeam is 144% more expensive than Polar Analytics and 2,462% more than Littledata. At 500 orders, Northbeam and Polar Analytics are equal, while Littledata is 85% cheaper than both. With 5,000 orders, Northbeam is 30% more than Polar Analytics and 329% more than Littledata. At 20,000 orders, Northbeam and Polar Analytics remain equal, while Littledata is 77% less expensive than both.