# ARRGuide: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://finance-ai-index.com/vendors/arrguide/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| SaaS metrics and analytics | 2% | 11 | 0% | 1 |

## What the models said for it

- "Toolboks and ARRGuide are top choices for pure ARR analytics and financial reporting" (Mistral Small, SaaS metrics)

## Movement since September 2026

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

- SaaS metrics and analytics: 0% to 2%, +2. New · not ranked in September 2026 · rank 11 of 78.

## In its own words

What ARRGuide's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: ARRGuide is a SaaS analytics platform that automatically calculates ARR bridges, gross revenue retention (GRR), and net revenue retention (NRR) from a CSV or Google Sheet upload. (https://arrguide.com/)
- For: SaaS finance and revenue operations teams (https://arrguide.com/)
- Price stated: Free Trial $0 / 14 days; Pro $99 / mo (https://arrguide.com/)
- Starting price: $0 / 14 days (https://arrguide.com/)
- Free plan or trial: Free 14-day trial (https://arrguide.com/)
- Customers named: Jordan Kim

## What it publishes

Every page arrguide.com exposes, read 2026-09-29: 36 addresses. By kind, pages and the last 90 days:

- blog: 23 pages, 2 in the last 90 days, latest 2026-07-09
- comparison: 1 pages, 0 in the last 90 days, latest 2026-06-05
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2026-03-06
- Recent: 2026-07-09 blog: Saas planning season prep https://www.arrguide.com/blog/saas-planning-season-prep
- Recent: 2026-07-07 blog: Ai for saas finance teams https://www.arrguide.com/blog/ai-for-saas-finance-teams
- Recent: 2026-06-18 blog: Saas revenue multiples june 2026 https://www.arrguide.com/blog/saas-revenue-multiples-june-2026
- Recent: 2026-06-05 comparison: Carr vs arr https://www.arrguide.com/blog/carr-vs-arr
- Recent: 2026-05-28 blog: Saas burn multiple https://www.arrguide.com/blog/saas-burn-multiple
- Recent: 2026-05-22 blog: Cac payback period saas https://www.arrguide.com/blog/cac-payback-period-saas

## 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.