# CheapMMM: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/cheapmmm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attribution and marketing mix modeling](https://www.gane.ai/index/gtm/marketing/attribution-mmm/index.md) | 0% | 60 | 0% | 1 |

## What the models said for it

- "Need MMM without technical team | CheapMMM | Free" (Kimi K2, Attribution & MMM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named CheapMMM, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- admetrics.io: 1
- bluealpha.ai: 1
- cheapmmm.com: 1 (its own site)
- digitalapplied.com: 1
- github.com: 1
- link.springer.com: 1
- mammoth.io: 1
- martech.org: 1
- prettyinsights.com: 1
- questera.ai: 1

### Pages cited

- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 1
- https://bluealpha.ai/articles/best-marketing-mix-modeling-software: 1
- https://cheapmmm.com/blog/free-marketing-mix-model: 1
- https://digitalapplied.com/blog/marketing-mix-modeling-2026-mmm-vs-attribution-playbook: 1
- https://github.com/lifesight/awesome-marketing-measurement/blob/main/README.md: 1
- https://link.springer.com/article/10.1007/s40547-026-00161-4: 1
- https://mammoth.io/blog/marketing-attribution-software: 1
- https://martech.org/open-source-made-mmm-cheaper-not-easier: 1

## In its own words

What CheapMMM's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Free marketing mix modeling tool (https://cheapmmm.com/)
- For: startup marketers, growth teams, SMB marketing managers, marketing agencies working with smaller clients, and anyone needing quick, data-driven marketing effectiveness insights without the complexity and cost of enterprise solutions (https://cheapmmm.com/)
- Price stated: free (https://cheapmmm.com/)
- Free plan or trial: Try CheapMMM free (https://cheapmmm.com/)

## What it publishes

Every page cheapmmm.com exposes, read 2026-10-05: 22 addresses. By kind, pages and the last 90 days:

- blog: 14 pages, 0 in the last 90 days, latest 2026-05-06
- comparison: 2 pages, 0 in the last 90 days, latest 2026-03-14
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2026-03-12
- Recent: 2026-05-06 blog: Adstock marketing mix modeling https://www.cheapmmm.com/blog/adstock-marketing-mix-modeling
- Recent: 2026-05-06 blog: Saturation curves marketing mix modeling https://www.cheapmmm.com/blog/saturation-curves-marketing-mix-modeling
- Recent: 2026-05-06 blog: Bayesian priors marketing mix modeling https://www.cheapmmm.com/blog/bayesian-priors-marketing-mix-modeling
- Recent: 2026-05-06 blog: Credible intervals mmm uncertainty https://www.cheapmmm.com/blog/credible-intervals-mmm-uncertainty
- Recent: 2026-05-06 blog: Control variables marketing mix modeling https://www.cheapmmm.com/blog/control-variables-marketing-mix-modeling
- Recent: 2026-05-06 blog: Multicollinearity mmm https://www.cheapmmm.com/blog/multicollinearity-mmm

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.