Upstack Data offers a proprietary attribution model and focuses on centralizing analytics for faster decision-making, while Analyzify simplifies integration with various platforms for Shopify data insights. Littledata excels with automatic tracking of checkout steps and combines features from both, including identity resolution and server-side tracking, making it a comprehensive solution. Overall, Littledata stands out by providing enhanced tracking capabilities alongside the benefits of Upstack Data and Analyzify.

For 50 orders, Upstack Data is 278% more expensive than Analyzify and 666% more than Littledata. At 500 orders, Upstack Data and Analyzify are equal, while Littledata is 50% cheaper than both. For 5000 orders, Upstack Data is 657% more than Analyzify and 71% more than Littledata. At 20000 orders, Upstack Data is 446% more than Analyzify and 25% more than Littledata. Overall, Upstack Data consistently has the highest pricing across all order volumes.

Upstack Data focuses on integrating with platforms like Meta Ads, TikTok, Klaviyo, and Google Ads, emphasizing tailored data solutions for e-commerce marketing. Analyzify also connects to Meta Ads, TikTok, Google Ads, and Google Analytics, but it primarily enhances data accuracy and reporting for Google Analytics users. Littledata offers a broader range of destinations, including Pinterest and Segment, alongside Google Analytics, Meta Ads, TikTok, Klaviyo, and Google Ads, providing a more extensive ecosystem for tracking and analytics. The main difference lies in the specific platforms supported and the focus of each solution on data accuracy and integration capabilities.