The Ecomm Analyst

Refreshed for July 2026. Most people who ask me about Triple Whale alternatives are leaving for one of four reasons: the GMV-based bill kept climbing as the store grew, they run on something other than Shopify and want real support for it, they outgrew the attribution and want actual modeling, or they just want to spend less for the numbers they actually use. Different reasons point at different tools, so here is how I would sort it.

Northbeam

Northbeam is where you go when you outgrew Triple Whale’s attribution rather than its dashboard. Pricing is tiered on data volume and spend, with the entry multi-touch plan usually quoted around $1,000 to $1,500 a month and higher tiers on a call. No free plan, no trial. What you are buying is a heavier modeling layer, and since April it runs channel-level incrementality on Meta with more channels rolling out. This only makes sense above roughly $250k a month in spend, where being wrong about which channel actually drove the sale is expensive enough to justify both the price and the learning curve. Below that, it is a lot of tool.

ThoughtMetric

ThoughtMetric is the closest thing to a straight value swap, and I run it on my own stores, so read this knowing it sponsors the site. (Disclosure: ThoughtMetric is a sponsor.) It is pageview-based at $99 a month for up to 50,000 pageviews, with every feature in every tier, so you are not gated out of a report by your plan. The bigger difference from Triple Whale is that it treats WooCommerce and BigCommerce as first-class, not just Shopify. If you left Triple Whale because the GMV bill outran the value, or because you are not fully on Shopify, this is the first one I would trial.

Polar Analytics

Polar Analytics is the pick for teams that want to own their data and build their own dashboards. Every plan comes with a dedicated Snowflake warehouse, unlimited users, and unlimited history, and the product is modular, so you can take analytics and BI without the pieces you do not need. Pricing is GMV-based, with the bundled entry stack landing around $720 a month for brands up to roughly $5M in GMV, and incrementality testing sold separately as an add-on. It is more of a data platform than a plug-and-play attribution app, which is exactly right for a team with someone who likes to tinker and wrong for one that just wants an answer on a Tuesday.

Hyros

Hyros is a different shape of tool, and it fits a different shape of business. Pricing runs on tracked revenue, starting around $230 a month billed annually for up to $20k tracked, with a cheaper Shopify-only track from about $69 and higher tiers scaling toward $1,499. You have to take a demo to get a real quote. It is strongest for long, multi-step funnels with calls and webinars, which is why it shows up more in the info-product world than in DTC. If you left Triple Whale because your path to purchase is long and messy rather than a quick Shopify checkout, Hyros is worth a look. If it is not, it is not.

GA4

I will say the unglamorous thing: some brands leaving Triple Whale do not need to replace it with another paid platform at all. GA4 is free, and if what you actually relied on Triple Whale for was last-click channel reporting and some basic funnel data, GA4 plus clean UTMs will get you most of the way for nothing. It is clumsier, the interface fights you, and it will not do proper multi-touch modeling. But if you are early and mostly wanted to stop overpaying, it is an honest baseline to sit on until the store justifies a real tool again.

Picking between these

• Outgrew the attribution and spending over $250k a month? Northbeam, if you will operate it.
• Want the same job done cheaper, or you are not on Shopify? ThoughtMetric.
• Want to own your data and build custom dashboards? Polar Analytics.
• Running long funnels with calls and webinars? Hyros.
• Early, and mostly trying to stop overpaying? Sit on GA4 with clean UTMs for now.

If your shortlist comes down to these two specifically, I put them side by side in ThoughtMetric vs Triple Whale.