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# Hardal vs Northbeam: Measurement Data or Ecommerce MTA?

Compare Hardal and Northbeam for first-party data collection, ecommerce multi-touch attribution, mobile measurement, MMM, conversion delivery, and deployment control.

Source: https://usehardal.com/compare/northbeam

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Hardal and Northbeam both promise more trustworthy marketing decisions. Northbeam concentrates on ecommerce attribution and media planning. Hardal concentrates on the first-party event layer that feeds measurement and advertising across web and mobile.

## Hardal vs Northbeam at a glance

| | Hardal | Northbeam |
|---|---|---|
| Primary job | Collect, govern, measure, and deliver first-party events | Ecommerce marketing intelligence and media allocation |
| Web collection | Yes | First-party pixel and integrations |
| Native iOS and Android collection | Yes | Not listed as the product focus |
| Multi-touch attribution | Included | Seven published models |
| Deterministic ad views | Destination data can be collected when available | Published model for participating platforms |
| Marketing mix modeling | Use exported first-party data with an MMM | MMM+ |
| Server-side conversion delivery | Native destinations and sGTM | Measurement is the primary product |
| Data governance | Hashing, redaction, transformations, and consent rules | Confirm requirements during evaluation |
| Self-hosted deployment | Enterprise | No published self-hosted option |
| Pricing basis Sep 2026 | Event volume, from $249/month | Pageview volume, features, and contract structure |

> Reviewed in September 2026 against Northbeam's [MTA product page](https://www.northbeam.io/products/multi-touch-attribution), [attribution model documentation](https://docs.northbeam.io/docs/attribution-models), and [pricing page](https://www.northbeam.io/pricing). Ask both vendors for the current commercial and technical scope.

## Choose Northbeam for ecommerce media allocation

Northbeam publishes seven attribution models, including simple first and last-touch options, linear MTA, clicks-only, modeled views, and deterministic views. It also offers MMM+ and media strategy services.

Its public pricing guidance targets ecommerce businesses. The Starter plan is month to month for early-stage Shopify brands. Larger Professional and Enterprise agreements use annual terms, and Northbeam recommends Enterprise for businesses spending more than $250,000 a month on performance marketing.

Choose Northbeam when an ecommerce performance team needs detailed paid-media attribution, view-through measurement for supported platforms, and planning tools.

## Choose Hardal for collection and activation

Hardal sits closer to the event. It collects data from websites, native apps, servers, and sGTM, applies governance rules, and routes the permitted event to analytics, advertising, CRM, and warehouse destinations.

The [Hardal measurement product](https://usehardal.com/product) includes campaign and attribution reports, but the product scope is wider than ecommerce MTA. It handles mobile events, data redaction, PII hashing, regional deployment, and server-side conversion delivery.

Choose Hardal when the business needs to fix the measurement input, standardize web and mobile events, or control the data path before choosing a more specialized model.

## Fix missing outcomes before comparing models

Northbeam's model documentation explains how it distributes order value across clicks and verified or modeled views. Hardal's attribution reports use the first-party events collected through its own pipeline. Either report can only work with the conversions it receives.

[arabam.com captured 80.1% more PageView data, 22.8% more purchases, and 23.8% more offer events](https://usehardal.com/customers/arabamcom) after implementing Hardal server-side tracking. Reconcile observed orders to the transaction system before debating which attribution weights look best.

## Can the products work together?

Yes. Hardal can own collection, governance, and signal delivery while Northbeam owns ecommerce MTA and planning. The pairing is useful when Northbeam already drives budget decisions but native app events or server-side activation sit outside its operating scope.

Write down which system owns order totals, identity, attribution, and ad-platform delivery. A two-vendor stack fails when both dashboards are treated as the final answer.

Choose Northbeam for specialized ecommerce MTA and media planning. Choose Hardal for the governed first-party data layer across web and mobile.