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Odins vs ELIYA

ELIYA, from Eliya GmbH in Zürich, builds custom Bayesian marketing mix models with agentic AI, has a PhD data scientist review every model, and puts a conversational Analytics Studio on top. It is closer to Odins than most. Here is what ELIYA does well, and where the two differ.

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Reviewed October 2026 · sources cited on this page

Odins

Managed marketing investment platform

Bayesianfully manageddaily datamonthly retrain

ELIYA

Agentic Bayesian MMM

Bayesianexpert-reviewedpay-as-you-go

At a glance

Side by side.

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

Odins

ELIYA

What it is

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

ELIYAA marketing measurement and planning platform: custom Bayesian MMM, incrementality testing and budget planning, run by agentic AI

Methodology

OdinsBayesian MMM, one model per market, priors set with your team from your own history and interviews

ELIYACustom Bayesian models per business, at country, region or DMA level; engine and prior approach not stated publicly

Human review

OdinsA person reviews every recommendation before you see it

ELIYAEvery model reviewed by a PhD data scientist before delivery; nothing is auto-executed

Interface

OdinsThe Odins platform, plus the Odins MCP to question the model from Claude and other assistants

ELIYAAnalytics Studio, a conversational interface to the model for scenarios and budget simulation

Cadence

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

ELIYAScenarios on demand in Analytics Studio; model refresh cadence not stated publicly

Segment

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

ELIYABrands with roughly 500,000 to 500 million dollars a year in marketing spend, by their own description

Offline and drivers

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

ELIYATV, OOH and radio measured; promotions and seasonality included as covariates

Verification

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

ELIYAExpert review of every model; a forecast verification method is not described publicly

Cost

OdinsSubscription priced for the budget it optimizes

ELIYAPay-as-you-go from 490 dollars a month, per ELIYA's own pricing article; enterprise programs scoped separately

Time to value

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

ELIYAResults in days after a data audit and integration, by their description

ELIYA facts: eliya.io home, about, MMM, budget planning, Analytics Studio, enterprise and LLM information pages, and ELIYA's October 2026 article on MMM pricing, read October 2026. ELIYA does not state its model refresh cadence or prior approach publicly.

The honest read

Credit first: ELIYA pairs AI speed with expert review.

ELIYA was founded in Zürich in 2021, and its team of former scientists says plainly that AI provides the speed and people provide the judgment. ELIYA applies that to every model it delivers.

Custom Bayesian models per business, down to country, region or DMA level
Every model reviewed by a PhD data scientist, and nothing executed automatically
A conversational Analytics Studio that answers from the model's own saturation curves and channel returns
A published starting price on pay-as-you-go terms, in a category where most prices sit behind a sales call

The difference

Priors you helped set, forecasts you can check.

ELIYA and Odins agree on most of the design: Bayesian models, offline media in scope, AI for speed and people for judgment. The differences sit in where the priors come from and how the model's record is kept.

Priors set with your team in 2 to 3 working sessions, from spend history, digital saturation signals and structured interviews, which matters most in markets with one national weekly series
Forecasts stored before actuals arrive and checked at every monthly retrain, so the hit rate is visible in the platform
Budget size and allocation in one model per market, with confidence ranges a CFO can work with
Data flows in daily and scenarios and forecasts run any time, in the platform or from Claude via the Odins MCP; the retrain and reviewed recommendation are monthly

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.

Both are Bayesian, both measure offline media, and both have a person review the output. Pick on how the model is set up and what you want to be able to verify.

Choose ELIYA if

You want to start on pay-as-you-go terms with a published entry price
Region or DMA-level models matter for how you plan
You want results in days, with AI doing the heavy lifting and an expert check before delivery

Choose Odins if

You operate in markets where one national weekly series makes the priors decisive
You want each forecast stored before the actuals arrive, and checked at every retrain
You want to question the model from Claude or another assistant you already use, via the Odins MCP

The honest overlap

On paper we overlap more than most: Bayesian models, human review, offline media and a conversational way into the model. Ask each of us to show the priors behind one channel, and how last quarter's forecast compared with what happened.

FAQ

Frequently asked questions.

Is ELIYA a marketing mix model?

Yes. ELIYA builds custom Bayesian marketing mix models for each business, measures online and offline channels, and offers incrementality testing and budget planning alongside. Its Analytics Studio is a conversational interface to the model.

How much does ELIYA cost?

In its own October 2026 pricing article, ELIYA says it runs on pay-as-you-go pricing starting at 490 dollars a month, with enterprise programs scoped separately. 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.

Where is ELIYA based?

ELIYA is run by Eliya GmbH, founded in Zürich, Switzerland, in 2021. Its listed industries include ecommerce, retail, CPG, gaming, subscription businesses and financial services.

ELIYA uses AI agents to run the model. How does Odins work?

ELIYA describes its data processing, Bayesian modeling and budget simulation as run by agentic AI, with a PhD data scientist reviewing every model. At Odins, our team builds and maintains the model, sets the priors with your team, and a person reviews every recommendation before you see it. You can question the model yourself any time from Claude and other assistants via the Odins MCP.

How fast is ELIYA compared with Odins?

ELIYA says results come in days, and that budget scenarios take minutes in Analytics Studio. Odins delivers a first verified model 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. After that, data flows in daily, scenarios and forecasts run any time, and the model is retrained monthly.

What are the best alternatives to ELIYA?

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 ELIYA alternatives. Odins is on the list, and we say so up front.