Funnel.io vs Northbeam
Build-your-own warehouse vs vendor MTA on top of one.
The honest verdict, before the deep comparison.
Funnel.io and Northbeam aren't direct competitors - they're different layers. Funnel is the data pipe; Northbeam is an attribution opinion. Sophisticated stacks run both: Funnel feeds the warehouse, and Northbeam (or your own MMM) sits on top. The real question is whether you want a vendor's attribution model or your own.
Spec comparison
The numbers, side by side
Pricing, methodology, ICP, and integrations laid out without the marketing gloss.
| Spec | Funnel.io | Northbeam |
|---|---|---|
| Founded | 2014 | 2020 |
| HQ | Stockholm, Sweden | San Francisco, USA |
| Funding | Series C - $66M total raised | Series A - $15M raised |
| Methodology | ETL/ELT into your warehouse - attribution is whatever you build on top of the data. | Deterministic multi-touch attribution + nightly MMM on top. |
| Price (monthly) | $1500 - $15,000 | $1000 - $10,000 |
| Spend range | $500K-$50M+ monthly ad spend | $250K-$5M monthly ad spend |
| Storefronts | Any - storefront-agnostic | Shopify Plus, Custom commerce, Shopify |
| API style | REST + warehouse share + reverse ETL | REST + Snowflake share |
| Warehouses | BigQuery, Snowflake, Redshift, Azure Synapse, S3 | Snowflake (native), BigQuery, Redshift |
Capability matrix
The seven dimensions that actually differentiate them
Hover any cell for the evidence note.
| Capability | Funnel.io | Northbeam |
|---|---|---|
| Creative-level attribution | 2/5 | 4/5 |
| Incrementality testing | 3/5 | 5/5 |
| Cross-channel coverage | 5/5 | 5/5 |
| Data export / warehouse | 5/5 | 5/5 |
| Speed to value | 2/5 | 3/5 |
| Accuracy of claims | 4/5 | 4/5 |
| Support quality | 4/5 | 4/5 |
Hover any cell for the evidence note · scores 0-5, evidence-weighted
Pricing
What you'll actually pay
Indicative monthly USD ranges based on public plans and customer reports as of 2026.
Indicative monthly USD pricing based on public plans and customer reports as of 2026. Actual quotes vary by ad spend, contact volume, and annual commit.
Funnel.io
Funnel.io: where it shines, where it falls short
- 500+ source connectors - the broadest coverage of any tool in the category.
- Warehouse-native: data lands clean in BigQuery/Snowflake on your schedule.
- Storefront-agnostic - works just as well off-Shopify as on it.
- Mature data governance, SOC 2, enterprise-friendly.
- Not a dashboard - if you don't have a BI team, you're buying half a solution.
- Pricing starts in the multi-thousands; not a fit for sub-$500K/mo brands.
- Implementation is real work - 2-6 weeks before insights flow.
- Attribution methodology is yours to define and defend.
Northbeam
Northbeam: where it shines, where it falls short
- Methodologically the most serious tool in the category.
- Snowflake share is included, not gated.
- MMM + MTA blend gives you both the trend and the diagnosis.
- Cross-channel coverage including CTV and Reddit.
- Price wall starts at $1K/mo - not for sub-$250K/mo accounts.
- Onboarding is heavy; MMM takes 90 days to be useful.
- UX is denser than Triplewhale; needs a power user.
- Less mindshare among Shopify-native operators than Triplewhale.
Funnel.io ICP
When Funnel.io is the right tool
- Mid-market and enterprise brands with a data team or BI lead.
- Agencies that need to plug into multiple client warehouses.
- Multi-channel stacks where 'we already have a warehouse' is true.
- Founder-led teams without SQL capability.
- Brands that just want a dashboard out of the box.
- Sub-$500K/mo accounts - the price doesn't pay back.
Northbeam ICP
When Northbeam is the right tool
- DTC brands at $1M+/mo spend with a real measurement question.
- Teams with at least one analyst who can live in the tool.
- Multi-channel stacks where TV or radio is part of the mix.
- Sub-$250K/mo accounts - the price doesn't pay back.
- Teams that just want a dashboard and don't want to think about methodology.
- Buyers who can't tolerate a 2-4 week implementation.
Most stacks don't actually have to pick.
Build-your-own warehouse vs vendor MTA on top of one. The two tools above sit at different layers or serve different audiences more often than they directly compete. If you find yourself stuck choosing between them, the question is usually about budget, team capability, or business model - not which feature set is "better."
Other comparisons
Comparing more pairs
Dedicated vs pages for every pair in the four-way matrix.
- TriplewhalevsElevarCompare →
- TriplewhalevsNorthbeamCompare →
- TriplewhalevsHyrosCompare →
- ElevarvsNorthbeamCompare →
- ElevarvsHyrosCompare →
- NorthbeamvsHyrosCompare →
- Polar AnalyticsvsTriplewhaleCompare →
- NorthbeamvsPolar AnalyticsCompare →
- DaasityvsFunnel.ioCompare →
- GA4 + Direct API stackvsTriplewhaleCompare →
- HyrosvsWicked ReportsCompare →
- NorthbeamvsRockerboxCompare →
Sources
What we read to build this
Pick the right tool. Then go ship more concepts.
The platform you choose tells you what worked. Shuttergen helps you ship the next 25 variants while you're still reading the deep dive.
Start free