Best Pangolin Alternatives in 2026
The top Pangolin alternatives are Adobe Marketing Campaign Analytics (formerly Adobe Mix Modeler), Circana Liquid Mix and Google Meridian: 15 media mix modeling software our editors would look at instead of Pangolin, in our ranking order.
Pangolin: Bayesian MMM with margin-aware recommendations, from £1,500 per month. Where it falls short: growth starts at £1,500 per month, a substantial entry price..
Switching from Pangolin? For most media mix modeling software buyers the best Pangolin alternative is Adobe Marketing Campaign Analytics (formerly Adobe Mix Modeler), built for adobe-centric enterprise marketing teams. Google Meridian has a free plan, which Pangolin does not.
Why People Look for a Pangolin Alternative
- Growth starts at £1,500 per month, a substantial entry price
- Scenario planning and forecasting require Scale or Enterprise
- Enterprise starts at £5,000 per month plus 0.50% of spend
- No free plan — 1 of the alternatives below has it
Quick Picks by What You Need
- Best overallAdobe Marketing Campaign Analytics (formerly Adobe Mix Modeler)9.3
Adobe-centric enterprise marketing teams
Visit Adobe Marketing Campaign Analytics (formerly Adobe Mix Modeler) - Best free optionGoogle Meridian9.1
Has a free plan (Pangolin has none)
Visit Google Meridian
All 15 Pangolin Alternatives, Ranked
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Best forAdobe-centric enterprise marketing teams
- Better than Pangolin:
- Editor score 9.3 vs 7.2
Combines mix modeling and attribution with budget scenarios and in-flight optimization.
9.3/10★★★★★Visit Adobe -
Best forRetail teams that need frequent MMM refreshes
- Better than Pangolin:
- Editor score 9.2 vs 7.2
A retail-informed MMM tool for channel impact, budget scenarios, and forecasts.
- Budget optimization
- Incrementality analysis
9.2/10★★★★★Visit Circana -
Best forTeams able to run open-source Bayesian MMM
- Better than Pangolin:
- Free plan
- Editor score 9.1 vs 7.2
A free, Python-based framework for teams equipped to run Bayesian media mix models.
9.1/10★★★★★Try Google Meridian -
Best forEnterprise teams needing managed commercial analytics
- Better than Pangolin:
- Editor score 8.8 vs 7.2
A managed analytics platform for enterprise teams linking marketing and commercial drivers to decisions.
- Managed modeling
- Budget optimization
- Incrementality analysis
8.8/10★★★★☆Visit site -
Best forMid-market and enterprise growth teams
- Better than Pangolin:
- Editor score 8.7 vs 7.2
Bayesian modeling, ongoing updates and budget scenarios for marketing investment decisions.
- Managed modeling
- Budget optimization
- Incrementality analysis
8.7/10★★★★☆Visit Mutinex -
Best forEnterprise teams needing managed measurement and data feeds
- Better than Pangolin:
- Editor score 8.6 vs 7.2
Combines causal MMM, incrementality testing, and budget planning for enterprise teams.
8.6/10★★★★☆Contact Measured -
Best forTeams needing audience data and omnichannel activation
- Better than Pangolin:
- Editor score 7.9 vs 7.2
A broad audience and activation platform, but not a dedicated media mix modeling workflow.
7.9/10★★★★☆Contact Nielsen -
Best forTeams needing broad consumer and market research
- Better than Pangolin:
- Editor score 7.9 vs 7.2
Broad consumer research and analytics, but not a clearly defined media mix modeling tool.
7.9/10★★★★☆Visit NIQ -
Best forMid-market teams needing Bayesian planning and APIs
- Better than Pangolin:
- Editor score 7.9 vs 7.2
Bayesian marketing measurement and planning with experiments, optimization, and API access.
- Managed modeling
- Budget optimization
- Incrementality analysis
7.9/10★★★★☆Visit Recast -
Best forTeams needing flexible managed Bayesian modeling
- Better than Pangolin:
- Editor score 7.9 vs 7.2
Bayesian demand modeling and constrained budget planning, with managed or in-house delivery.
- Managed modeling
- Budget optimization
- Incrementality analysis
7.9/10★★★★☆Visit site -
Best forEnterprise teams with finance-approved budget processes
- Better than Pangolin:
- Editor score 7.9 vs 7.2
A broad MMM and experimentation toolkit for finance-led marketing budget decisions.
7.9/10★★★★☆Visit LiftLab -
Best forTeams seeking automated modeling and budget scenarios
- Better than Pangolin:
- Editor score 7.9 vs 7.2
Automates marketing mix models, reporting, and budget scenarios for teams planning spend.
- Managed modeling
- Budget optimization
- Incrementality analysis
7.9/10★★★★☆Visit Analytic Edge -
Best forTeams wanting inspectable Bayesian MMM workflows
- Better than Pangolin:
- Editor score 7.9 vs 7.2
Inspectable Bayesian MMM with forecasting, experiment calibration, and budget optimization.
- Managed modeling
- Budget optimization
- Incrementality analysis
7.9/10★★★★☆Visit SIMBA -
Best forTeams calibrating MMM with lift experiments
- Better than Pangolin:
- Editor score 7.9 vs 7.2
Experiment-calibrated MMM with scenario planning and uncertainty-aware forecasts.
- Budget optimization
- Incrementality analysis
7.9/10★★★★☆Visit Shako Stats -
Best forTeams combining MMM with incrementality experiments
- Better than Pangolin:
- Editor score 7.9 vs 7.2
Pairs experiment-grounded MMM with weekly refreshes and budget scenario planning.
- Managed modeling
- Budget optimization
- Incrementality analysis
7.9/10★★★★☆Visit Haus
Pangolin Alternatives: Common Questions
What is the best alternative to Pangolin?
Adobe Marketing Campaign Analytics (formerly Adobe Mix Modeler): #1 in our Media Mix Modeling Software ranking, with an editor score of 9.3 out of 10. Combines mix modeling and attribution with budget scenarios and in-flight optimization.
Is there a free alternative to Pangolin?
Yes. Google Meridian has a free plan or a free tier.
Why do people look for Pangolin alternatives?
Growth starts at £1,500 per month, a substantial entry price; Scenario planning and forecasting require Scale or Enterprise; Enterprise starts at £5,000 per month plus 0.50% of spend.
How do I switch from Pangolin?
Export your data from Pangolin (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Pangolin.
How to Switch from Pangolin
- Export your data from Pangolin (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Pangolin.
Pangolin vs Each Alternative
| # | Tool | Free plan | Paid from | Modeling approach | Budget optimization | Incrementality analysis | Model refresh | Score |
|---|---|---|---|---|---|---|---|---|
| 22 | Pangolin | No | £1,500/mo | Bayesian | Yes | Yes | Scheduled | 7.2 |
| 1 | Adobe Marketing Campaign Analytics (formerly Adobe Mix Modeler) | — | — | — | — | — | — | 9.3 |
| 2 | Circana Liquid Mix | — | — | Bayesian | Yes | Yes | Continuous | 9.2 |
| 3 | Google Meridian | Yes | None | — | — | — | — | 9.1 |
| 4 | Analytic Partners GPS Enterprise | No | — | — | Yes | Yes | Continuous | 8.8 |
| 5 | Mutinex GrowthOS | No | — | Bayesian | Yes | Yes | Continuous | 8.7 |
| 6 | Measured | — | — | — | — | — | — | 8.6 |
| 7 | Nielsen Marketing Cloud | — | — | — | — | — | — | 7.9 |
| 8 | NIQ | — | — | — | — | — | — | 7.9 |
| 9 | Recast | — | — | Bayesian | Yes | Yes | Scheduled | 7.9 |
| 10 | Marketscience Studio | — | — | Bayesian | Yes | Yes | Scheduled | 7.9 |
| 11 | LiftLab | — | — | — | — | — | — | 7.9 |
| 12 | Analytic Edge DemandDrivers | — | — | — | Yes | Yes | Continuous | 7.9 |
| 13 | SIMBA | No | — | Bayesian | Yes | Yes | Scheduled | 7.9 |
| 14 | Shako Stats | — | — | Bayesian | Yes | Yes | — | 7.9 |
| 15 | Haus Causal MMM | — | — | — | Yes | Yes | Scheduled | 7.9 |
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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