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Odins vs Analytic Edge

Analytic Edge has built thousands of MMMs, sells Demand Drivers as an always-on MMM on its Qube platform, and has been part of C5i since 2024. Odins is a managed platform for one decision: how much to spend on marketing, and where. Here is how they compare, with sources.

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Reviewed October 2026 · sources cited on this page

Odins

Managed marketing investment platform

Bayesianfully manageddaily datamonthly retrain

Analytic Edge

MMM software and services

Demand DriversMeridian partnerPart of C5i

At a glance

Side by side.

The short version of the whole page. Details and sources below.

Odins

Analytic Edge

What it is

OdinsA managed marketing investment platform: data, model, recommendations and a team behind them

Analytic EdgeA marketing analytics firm with the Qube SaaS platform (Demand Drivers, SynTest, PriceSense, PowerView), part of C5i since July 2024

Methodology

OdinsBayesian MMM end to end, one model per market, priors set with your team in 2 to 3 working sessions

Analytic EdgeStatistical modeling combined with AI reasoning, by its description; inference method not stated publicly. A certified Google Meridian partner in APAC

Cadence

OdinsDaily data flow, monthly retrain and reviewed recommendation; scenarios and forecasts any time

Analytic EdgeModels refresh continuously as new data arrives, per its Demand Drivers page; frequency not stated

Delivery

OdinsA platform with a team inside it: data integration, model maintenance and a person reviewing every recommendation

Analytic EdgeFull-service, SaaS, or SaaS with dedicated staff

Segment and scale

OdinsAdvertisers across industries, from EUR 1M to several hundred million a year in marketing budget

Analytic Edge3,000 plus MMMs over three years, by its own count, for clients in e-commerce, apps, gaming, consumer goods, retail and automotive

Offline and drivers

OdinsTV, radio, OOH and print plus pricing and promotions in the same model as digital

Analytic EdgePrice and promotion analysis through PriceSense; offline channel handling not detailed publicly

Tests

OdinsLift and geo test results taken into the model; structured tests proposed where the model is uncertain

Analytic EdgeSynTest for test-and-learn in market

Verification

OdinsForecasts stored before actuals arrive, checked at each monthly retrain, visible in the platform

Analytic EdgeTransparent methods and built-in quality checks, by its description

Cost

OdinsSubscription priced for the budget it optimizes, team included

Analytic EdgeSubscription-based and a la carte, per its 2024 launch release; prices not published

Time to value

OdinsFirst model in 4 to 6 weeks from kickoff, data collection and structuring included

Analytic EdgeNot stated publicly

Analytic Edge facts: analytic-edge.com home and Demand Drivers pages, read October 2026, plus its January 2024 Qube launch and March 2025 Meridian partner releases. Analytic Edge does not state the inference method behind Demand Drivers publicly.

The honest read

Credit first: Analytic Edge has built MMMs at volume.

More than 3,000 MMMs in three years, by its own count, across e-commerce, apps, gaming, consumer goods and retail. That is a lot of practice.

A no-code SaaS platform built so business users, not only analysts, can work with MMM results
A certified Google Meridian partner in APAC, and a TikTok measurement partner
Flexible delivery: full service, SaaS, or SaaS with dedicated analysts
PriceSense and SynTest next to the MMM, for price, promotion and in-market tests

The difference

One model per market, built with your team.

Analytic Edge offers a platform and the services around it, at scale. Odins puts the weight on one model per market: priors set together with you, offline media and business drivers inside it, and a forecast record you can inspect.

Priors set in 2 to 3 working sessions from spend history, digital saturation signals and structured interviews, which decides how much a model can say in markets with one national weekly series
TV, radio, OOH and print in the same Bayesian model as digital, with offline spend collected by our team from media plans and spot reports
Data flows in daily, the model is retrained monthly, and scenarios and forecasts run any time in the platform or from Claude via the Odins MCP
Forecasts stored before actuals arrive and checked at each retrain, visible in the platform

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.

The choice

Who should choose which.

Start from how you want to work with the model.

Choose Analytic Edge if

You want a no-code MMM your own analysts can run, with services added when needed
You sell in APAC markets and want a certified Meridian partner
You want MMM, price and promotion analysis and in-market tests on one SaaS platform

Choose Odins if

You want the model built, run and reviewed for you, with no data science hires needed
Offline media and business drivers belong in the same model as digital
You want priors set with your team and forecasts checked against actuals at every retrain

The honest overlap

Both of us refresh models as new data arrives, both offer scenarios, and both pair the MMM with tests. Ask each vendor to open the model behind one recommendation, priors and forecast record included.

FAQ

Frequently asked questions.

Is Analytic Edge part of C5i?

Yes. C5i fully acquired Analytic Edge in July 2024, and Demand Drivers, Analytic Edge's MMM, is now listed among C5i's products as well. We compare C5i on Odins vs C5i.

Is Analytic Edge's MMM Bayesian?

Analytic Edge describes Demand Drivers as statistical modeling combined with AI reasoning, and it is a certified partner for Google's Meridian, which is Bayesian. Its public pages do not name the inference method behind Demand Drivers itself, so we will not put a label on it. It is a fair question to ask any vendor, us included. Our answer: Bayesian end to end, with priors set together with you.

How much does Analytic Edge cost?

Analytic Edge does not publish prices. Its 2024 launch release describes a subscription-based, a la carte model, and its Demand Drivers page lists full-service, SaaS and SaaS plus dedicated staff options. 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.

Analytic Edge vs Odins: which is faster to a first model?

Analytic Edge does not state a timeline publicly. At Odins, the first model is ready 4 to 6 weeks from kickoff, data collection and structuring included. Vendors who quote shorter timelines usually count from the day your data is already collected and prepared, and often do not offer data collection at all.

Do we need incrementality tests to use Odins?

No, but they help. Results from lift and geo tests you have run are taken into the model. Where the data cannot resolve a channel, the reviewed recommendation proposes a structured test, often a pulse test, with the expected cost stated up front.

What are the best alternatives to Analytic Edge?

It depends on what you need from the model. We compared five options, with sources and who each one fits, on a separate page: the best Analytic Edge alternatives. Odins is on the list, and we say so up front.