# Causal: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 3 categories by 6 of 14 models. Page: https://finance-ai-index.com/vendors/causal/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| FP&A platforms | 0% | 48 | 25% | 4 |
| Financial modeling and scenario planning | 0% | 65 | 50% | 2 |
| Cash flow forecasting | 0% | 43 | 0% | 1 |

## What the models said for it

- "Causal offers three pricing tiers starting at $250/month for the Launch tier, making it very budget-friendly." (Claude Haiku 4.5, FP&A platforms)
- "If you need to replace complex, broken spreadsheets with a visual dashboard: Look at Causal." (Qwen 3.7 Flash, Cash flow forecasting)
- "Emerging affordable SaaS: Causal or Cube (~$50+/month entry-level" (Grok 4.1 Fast, Financial modeling)

## And against it

- "Avoid discontinued tools: Causal, Pry, and Mosaic have been acquired and shut down" (Kimi K2, Financial modeling)
- "Causal (acquired by LucaNet and shifted upmarket)" (Gemini 3.5 Flash, FP&A platforms)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- FP&A platforms: 0% to 0%, ±0. Inside the floor by 10 points · rank 25 → 48 of 74.
- Financial modeling and scenario planning: 0% to 0%, ±0. Inside the floor by 10 points · rank 40 → 65 of 77.
- Cash flow forecasting: 0% to 0%, ±0. New · not ranked in September 2026 · rank 43 of 101.

## What it publishes

Every page lucanet.com exposes, read 2026-09-29: 2532 addresses. By kind, pages and the last 90 days:

- blog: 163 pages, 12 in the last 90 days, latest 2026-09-23
- case study: 68 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 48 pages, 0 in the last 90 days, latest 2025-12-02
- conference or event: 2 pages, 0 in the last 90 days, latest 2025-11-12
- report or ebook: 67 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest undated
- podcast or video: 7 pages, 0 in the last 90 days, latest undated
- news or press: 18 pages, 1 in the last 90 days, latest 2026-08-11
- Recent: 2026-09-23 blog: Sustainability reporting standard for voluntary use explained https://www.lucanet.com/en/insights/esg/sustainability-reporting-standard-for-voluntary-use-explained
- Recent: 2026-09-09 blog: Finance tool for exit readiness https://www.lucanet.com/en/insights/software-use-cases/finance-tool-for-exit-readiness
- Recent: 2026-09-08 blog: Understanding different types of xbrl reports https://www.lucanet.com/en/insights/software-use-cases/understanding-different-types-of-xbrl-reports
- Recent: 2026-09-03 blog: Global accounting standards comparison ifrs us gaap https://www.lucanet.com/en/insights/regulatory-insights/global-accounting-standards-comparison-ifrs-us-gaap
- Recent: 2026-09-02 blog: Intelligence inside 9 automation intelligence redefining budget season https://www.lucanet.com/en/insights/ai-innovation/intelligence-inside-9-automation-intelligence-redefining-budget-season
- Recent: 2026-08-20 blog: Modeler agent xpa https://www.lucanet.com/en/insights/software-use-cases/modeler-agent-xpa

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.