Northbeam vs OpenPanel in 2026: Enterprise ad attribution vs open-source product analytics
One measures ROAS across Meta, Google, and TikTok for six-figure ad budgets behind a sales-only price tag. The other tracks product and website events from $2.50 a month and hands you the source code.
Northbeam
OpenPanel- Northbeam requires a sales conversation and discloses no public pricing; OpenPanel publishes its full pricing table and starts at $2.50/month for 5,000 events.
- OpenPanel is open-source and can be self-hosted for complete data ownership; Northbeam has no self-hosting option and runs entirely on Northbeam-managed infrastructure.
- Northbeam combines multi-touch attribution with media mix modeling to measure ad spend across Meta, Google, TikTok, and streaming. OpenPanel has no channel or ad spend attribution feature at all; it tracks product and website events instead.
- OpenPanel ships 38 MCP tools that let AI agents query analytics data directly. Northbeam has no equivalent AI agent integration.
- Northbeam includes a dedicated onboarding team and customer success manager on every plan. OpenPanel's cloud and self-hosted options rely on documentation and community support rather than a named account manager.
- Northbeam is tagged for white-label and agency use; OpenPanel's own FAQ states plainly that it has no built-in white-label delivery feature.
- Northbeam targets brands spending $50k or more per month on paid media. OpenPanel targets developer-led teams that want Mixpanel-level product analytics before they have that kind of ad budget to attribute in the first place.
Northbeam and OpenPanel share a category label and almost nothing else. Northbeam is a marketing attribution and media mix modeling platform built for DTC brands spending real money across Meta, Google, TikTok, and streaming, priced entirely through a sales conversation. OpenPanel is an open-source product and web analytics tool that starts at $2.50 a month for 5,000 events and can be self-hosted on your own servers if you would rather not send behavioral data to anyone. If you are weighing these two against each other, the real question is not which one has the better feature list, it is whether your gap is ad spend attribution or product event tracking, because they were not built to solve the same problem.
The tools at a glance
Northbeam
Multi-touch attribution and media mix modeling for DTC brands managing spend across paid social, search, and streaming
Northbeam exists to answer one question that platform dashboards answer badly: which channel actually drove this sale? Meta, Google, and TikTok all claim credit for the same conversions, and Northbeam replaces that inflated, double-counted view with a first-party pixel plus server-side tracking, then layers multi-touch attribution and media mix modeling on top so brands get both a granular, user-level view and a statistical, channel-level view of what is working.
The part that separates Northbeam from most attribution tools is refresh speed. Traditional media mix modeling providers update on a weekly or monthly cycle, which is fine for a quarterly budget review but useless for a media buyer deciding what to do with tomorrow's spend. Northbeam refreshes near real-time to daily depending on plan, so the scenario planner and creative-level breakdowns stay usable for weekly, sometimes daily, reallocation decisions.
None of this comes cheap or fast to set up. There is no self-serve signup, no public pricing, and onboarding runs two to four weeks of pixel implementation and data connector work before you see a usable attribution view. Brands under roughly $50k in monthly ad spend generally will not generate enough data volume for the models to be statistically reliable, which is Northbeam's own stated cutoff, not a guess.
| Feature | Growth Contact sales | Scale Contact sales | Enterprise Contact sales |
|---|---|---|---|
| Multi-touch attribution | Yes | Yes | Yes |
| Media mix modeling | No | Yes | Yes |
| Budget scenario planning | No | Yes | Yes |
| Data refresh cadence | Daily | Near real-time | Near real-time |
| BI connector | No | Yes | Yes |
| Dedicated CSM | No | Yes | Yes |
OpenPanel
Open-source product and web analytics with self-hosting, MCP integration, and Mixpanel-level event depth
OpenPanel is an open-source alternative to Mixpanel for event tracking and Google Analytics for web traffic, sold as a hosted cloud plan starting at $2.50 a month for 5,000 events or as a fully self-hosted stack you run on your own infrastructure. Custom event tracking, funnel analysis, A/B testing, and revenue tracking are all included at every tier, which is unusual for a product this cheap to start with.
Self-hosting is the feature that changes who OpenPanel is really for. Teams with data residency requirements, GDPR Article 28 obligations, or a plain policy against sending behavioral data to a third party can run the entire codebase themselves and audit exactly what gets collected. On top of that, OpenPanel exposes 38 Model Context Protocol tools, letting AI agents in Claude Code, Cursor, or a custom pipeline query event counts and segment data directly, which is a capability almost no other analytics product in this comparison set offers.
The cost of that flexibility is that OpenPanel asks more of you technically. Self-hosting means you own the uptime, the upgrades, and the infrastructure bill. The cloud plan is cheap but has a smaller support ecosystem behind it than an established SaaS analytics vendor, and there is no white-label delivery, so agencies managing multiple client accounts have to fall back on separate projects or a shared self-hosted instance rather than a branded client portal.
| Feature | 5K events $2.50/mo | 100K events $20/mo | 1.0M events $90/mo | Custom Contact |
|---|---|---|---|---|
| Custom event tracking | ✓ | ✓ | ✓ | ✓ |
| Funnel analysis | ✓ | ✓ | ✓ | ✓ |
| A/B testing | ✓ | ✓ | ✓ | ✓ |
| Revenue tracking | ✓ | ✓ | ✓ | ✓ |
| MCP tools (38) | ✓ | ✓ | ✓ | ✓ |
| Self-hosting option | ✓ | ✓ | ✓ | ✓ |
| API access | ✓ | ✓ | ✓ | ✓ |
Head-to-head feature comparison
| Feature | Northbeam | OpenPanel |
|---|---|---|
| Core measurement type | Multi-touch attribution + media mix modeling | Product and web event analytics |
| Ad spend / channel attribution | Yes (Meta, Google, TikTok, streaming) | No |
| Media mix modeling (MMM) | Yes | No |
| Custom event tracking | No | Yes |
| Funnel analysis | No | Yes |
| A/B testing | No | Yes |
| Revenue tracking | Via ecommerce integration (Shopify, WooCommerce) | Yes |
| Self-hosting option | No | Yes |
| Open source | No | Yes |
| API access | No | Yes |
| BI / data warehouse connector | Yes (Power BI, Tableau, Looker) | No |
| White-label delivery | Yes (agency/enterprise-scoped) | No |
| AI agent integration (MCP) | No | Yes (38 MCP tools) |
| Starting price | Custom (sales-led) | $2.50/mo (5K events) |
Which should you choose?
NorthbeamOpenPanelOpenPanelNorthbeamOpenPanelNorthbeamOpenPanelThese two rarely compete for the same budget line because they answer different questions. Northbeam answers "which ad dollar actually produced this sale," and it only makes financial sense once your monthly ad spend is large enough to feed its attribution models real data. OpenPanel answers "what are users doing inside our product and website," and it is priced and built for teams that want that answer long before they are running a six-figure paid media program. A brand could plausibly use both at once without redundancy: Northbeam on the ad spend side, OpenPanel on the product side.
Bottom line
Book the Northbeam demo if you are already spending $50k or more a month across paid channels and platform-reported ROAS has stopped being trustworthy; anything less and the onboarding cost will not pay for itself. Start OpenPanel today, on the $2.50/month plan or self-hosted, if you need to know what users are actually doing in your product and do not want to wait on a sales cycle to find out. If you need both ad attribution and product analytics, expect to run separate tools rather than one platform, since neither one meaningfully overlaps with the other's core job.
Frequently asked questions
Is Northbeam overkill compared to OpenPanel for a small ecommerce store?
Yes, for most small stores. Northbeam's own guidance is that brands under roughly $50,000 in monthly ad spend will not generate enough data volume for its attribution models to be statistically reliable, and there is no self-serve tier to test that at a smaller scale. OpenPanel, or a lighter attribution tool, is the more realistic starting point until spend grows into Northbeam's target range.
Can OpenPanel replace Northbeam for ad attribution?
No, OpenPanel has no multi-touch attribution or media mix modeling features at all. It tracks custom events, funnels, and revenue inside your product and website, but it does not connect to ad platforms like Meta or TikTok or model channel-level contribution to revenue, which is the entire function Northbeam exists to serve.
Does OpenPanel track ad spend and ROAS like Northbeam does?
No. OpenPanel's revenue tracking connects to subscription and purchase events inside your own product, showing which pages or user segments drive income, but it does not ingest ad spend data or calculate return on ad spend across channels the way Northbeam's attribution layer does.
Which tool is cheaper, Northbeam or OpenPanel?
OpenPanel is dramatically cheaper on paper, starting at $2.50 a month versus Northbeam's fully custom, sales-only pricing. The comparison is not really apples to apples, though, since Northbeam's pricing reflects a high-touch attribution service with dedicated onboarding, while OpenPanel is a self-serve or self-hosted analytics tool with no included account management.
Can I self-host Northbeam the way I can with OpenPanel?
No. Northbeam has no self-hosting option; it runs entirely on Northbeam's own infrastructure with data connected through its pixel and platform integrations. OpenPanel is open-source specifically so it can be self-hosted, which is one of the clearest structural differences between the two products.
Do I need both Northbeam and OpenPanel, or does one cover the other?
They cover different layers, so running both is a legitimate setup rather than redundant spend. Northbeam measures which ad channels and creative are producing revenue, while OpenPanel measures what users do once they are inside your product or on your site, and neither tool's feature set overlaps meaningfully with the other's.