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Alternatives

The best Penetrace alternatives.

Looking past Penetrace for marketing mix modeling? If the question is how much to spend and where, with offline media in the model and the model built and run for you, the strongest alternative is Odins. Odins is ours, so we say it up front. Four more options follow, sorted by who they fit.

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Reviewed October 2026 · sources cited on this page

The alternatives

Five alternatives, sorted by fit.

Penetrace is a marketing intelligence platform from Oslo: creative testing, funnel monitoring and Penelytics, a no-code studio for building marketing mix models. These five take a different route. The best-for lines say which one suits you.

  1. Odins

    Managed Bayesian platform That's us

    Best Penetrace alternative for advertisers who want the budget model built, run and checked for them.

    Odins is a managed marketing investment platform. Penetrace gives your team a studio to build models in. With Odins, our team integrates the data and builds and maintains one Bayesian model per market, with TV, radio, OOH and print next to digital, pricing and promotions. Priors are set with your team, data flows in daily, and scenarios and forecasts are yours to run any time. The model is retrained monthly, a person reviews every recommendation, and forecasts are checked against actuals at each retrain. Disclosure: this is our platform.

    Bayesian MMM · Fully managed · Daily data, monthly retrain Odins vs Penetrace

  2. Google Meridian

    Open-source framework

    Best open-source option for teams with data scientists and geo-level data.

    Google's Bayesian framework, the most packaged of the open three, with the strongest budget optimizer and native geo-level modeling. You build and maintain everything yourself, and a 2026 academic review flags the default uniform priors as a misuse risk. Free license, paid for in staff and time.

    Bayesian framework · Self-hosted · Your team runs it Odins vs Meridian

  3. Meta Robyn

    Open-source framework

    Best free way to get a first directional MMM inside a week.

    The package that made MMM feel free, and the most automated of the three. It is frequentist rather than Bayesian, returns a set of candidate models to choose between, and Meta has stopped active development. Fine for a first look. Think twice before betting the measurement stack on it.

    Frequentist framework · Self-hosted · Community-maintained Odins vs Robyn

  4. Funnel Measure

    Data platform

    Best for teams that want measurement on top of the data hub they already run.

    Stockholm's marketing data hub, with MMM, attribution and incrementality layered on its own data foundation and updated daily. The three methods cross-check each other instead of sitting in one model. Deepest across digital sources.

    Triangulated MMM · Product-led · Daily updates Odins vs Funnel

  5. Kantar LIFT ROI

    Enterprise incumbent

    Best for global enterprises that want effectiveness, brand and creative science together.

    The largest measurement company's MMM, with brand equity and creative quality folded into the analysis and the Bayesian Hamilton AI engine in the toolkit. A 2025 Gartner Visionary. An institution more than a product, at institution scale.

    Mixed methods, Bayesian engine included · Platform plus consulting · Enterprise Odins vs Kantar

Penetrace facts come from penetrace.com, read October 2026. Other provider facts come from each vendor's public documentation, read September 2026: developers.google.com/meridian, facebookexperimental.github.io/Robyn, funnel.io and kantar.com. Odins is our platform.

At a glance

Which alternative for which need.

Start from who will build the model, and what you need next to it.

Best fit
Why
A budget model built and run for you
Best fitOdins
WhyOne managed Bayesian model per market, offline media and drivers inside it, checked at every retrain
Building a Bayesian model in-house
Best fitGoogle Meridian
WhyA free framework with geo-level modeling and a strong budget optimizer, run by your data scientists
A free first directional model
Best fitMeta Robyn
WhyAn automated open-source package, frequentist, no longer actively developed by Meta
Measurement on top of a data hub
Best fitFunnel Measure
WhyMMM, attribution and incrementality on the Funnel data foundation, updated daily
Brand, creative and effectiveness together
Best fitKantar LIFT ROI
WhyMMM with brand equity and creative quality folded in, from a global research company

Sources as listed above. Where a vendor does not state something publicly, we left it out.

When to look elsewhere

Four reasons to look for a Penetrace alternative.

Penetrace puts creative testing, funnel tracking and a modeling studio in one platform, built by advertisers. These are the situations where another route fits better.

  • You would rather use a model than build and maintain one yourself
  • You want the statistical method and the priors stated
  • You want forecasts stored before actuals arrive and checked at every retrain
  • You want a person to review each recommendation before it reaches you
Why Odins

A model run for you, and checked every month.

Odins is MMM, run for you: the data work, the model and a reviewed recommendation, with scenarios and forecasts open to your team any time.

  • One Bayesian model per market, with TV, radio, OOH and print next to digital, pricing and promotions
  • Priors set in 2 to 3 working sessions, from your spend history, digital saturation signals and structured interviews
  • Data collection and structuring included, so your team needs no data science hires
  • Data flows in daily and the model is retrained monthly, with forecasts stored before actuals arrive and checked at each retrain
  • Scenarios and forecasts you run yourself any time, in the platform or from Claude via the Odins MCP

Channel contribution, 80% ranges

from the posterior
Search 14 to 16% optimize
Social 9 to 13% optimize
Display 2 to 9% test first

A tight range is a decision. A wide range is a test plan, with cost boundaries.

FAQ

Frequently asked questions.

What is the best alternative to Penetrace?

It depends on who should build the model. For a budget model built, run and checked for you, with offline media and business drivers inside it, Odins is the alternative we would point to, and yes, it is ours. For building a Bayesian model in-house, Google Meridian. For a free first directional model, Meta Robyn. For measurement on top of a data hub, Funnel Measure. For brand, creative and effectiveness from one global house, Kantar LIFT ROI.

How is Odins different from Penetrace?

Penetrace is a marketing intelligence platform where your team builds marketing mix models in a no-code studio, next to creative testing and funnel tracking. Odins builds and runs one Bayesian model per market for you, with priors set with your team and forecasts checked at every retrain. The full comparison, with sources, is on Odins vs Penetrace.

Is there a free alternative to Penetrace?

For media modeling, yes: Google Meridian and Meta Robyn are free to license. You pay in staff and time instead, since your own team builds and maintains the model. Robyn is frequentist and no longer actively developed by Meta. Meridian is Bayesian and the more packaged of the two.

Which Penetrace alternative also covers creative and brand?

Kantar is the closest on this list: its effectiveness work folds brand equity and creative quality into the analysis. Odins, Meridian, Robyn and Funnel Measure focus on media measurement, and creative testing can stay with a research partner.

What does a Penetrace alternative cost?

Penetrace does not publish pricing, and neither do most platforms on this list, ours included. Meridian and Robyn are free to license and paid for in staff and time. Odins is a subscription priced for the budget it optimizes, for companies with a marketing budget from EUR 1M to several hundred million a year, with the team included and no data science hires needed.

Talk to our team

Marketing spend, modeled like an investment.

A 30-minute walkthrough of the model, the priors and the verification, on your channels.

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