# Abacum: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 48 judge labels across 6 categories by 14 of 14 models. Page: https://finance-ai-index.com/vendors/abacum/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| FP&A platforms | 7% | 5 | 6% | 16 |
| Financial reporting and dashboards | 4% | 8 | 0% | 2 |
| Financial modeling and scenario planning | 3% | 10 | 7% | 15 |
| Cash flow forecasting | 0% | 26 | 0% | 11 |
| Corporate performance management | 0% | 25 | 0% | 3 |
| Financial consolidation | 0% | 71 | 0% | 1 |

## What the models said for it

- "Abacum – Recommended for mid-market and larger companies with a dedicated finance team, offering robust modeling and AI-driven features." (Mistral Small, Financial modeling)
- "Drivetrain and Abacum stand out for their advanced features, scalability, and ease of implementation" (Mistral Small, FP&A platforms)
- "I'd usually recommend Abacum as the best default choice for a finance dashboard / FP&A tool." (GPT-5.4 mini, Financial reporting)
- "I'd recommend Abacum as the top scenario planning tool for a mid-sized B2B company" (GLM 4.7 FlashX, Financial modeling)

## And against it

- "stronger planning tools, but usually more expensive than a small company budget allows" (GPT-5.4 mini, Financial modeling)
- "older versions of Mosaic/Abacum... These replace spreadsheets entirely" (Qwen 3.7 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.

- Financial reporting and dashboards: 0% to 4%, +4. Inside the floor by 6 points · rank 62 → 8 of 105.
- FP&A platforms: 2% to 7%, +4. Inside the floor by 6 points · rank 14 → 5 of 74.
- Cash flow forecasting: 4% to 0%, −4. Inside the floor by 6 points · rank 8 → 26 of 101.
- Financial modeling and scenario planning: 0% to 3%, +4. Inside the floor by 6 points · rank 21 → 10 of 77.
- Corporate performance management: 0% to 0%, ±0. Inside the floor by 10 points · rank 28 → 25 of 99.
- Financial consolidation: 0% to 0%, ±0. New · not ranked in September 2026 · rank 71 of 102.

## In its own words

What Abacum's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The AI-native FP&A platform (https://abacum.ai/)
- For: CFOs (https://abacum.ai/)
- Price stated: Custom pricing — demo available (https://abacum.ai/)
- Starting price: 0 (https://www.abacum.ai/product/data)
- Free plan or trial: demo available (https://www.abacum.ai/product/data)
- Integrations claimed: 700 (https://abacum.ai/)
- Certifications: SOC 2 Type II certified, ISO 27001 certified, GDPR compliant
- Customers named: RapidSOS, PostHog, Tunnl, Highway, Upvest, Coffman Engineers, Strava, Softonic

## What it publishes

Every page abacum.ai exposes, read 2026-09-29: 950 addresses. By kind, pages and the last 90 days:

- blog: 325 pages, 28 in the last 90 days, latest 2026-09-29
- case study: 29 pages, 0 in the last 90 days, latest 2026-06-11
- webinar or virtual event: 51 pages, 29 in the last 90 days, latest 2026-09-29
- conference or event: 7 pages, 5 in the last 90 days, latest 2026-09-29
- report or ebook: 20 pages, 18 in the last 90 days, latest 2026-09-29
- comparison: 18 pages, 7 in the last 90 days, latest 2026-09-29
- template or tool: 20 pages, 17 in the last 90 days, latest 2026-09-29
- glossary or explainer: 140 pages, 78 in the last 90 days, latest 2026-09-29
- podcast or video: 8 pages, 7 in the last 90 days, latest 2026-09-29
- news or press: 48 pages, 26 in the last 90 days, latest 2026-09-29
- Recent: 2026-09-29 comparison: Vs pigment https://www.abacum.ai/compare/vs-pigment
- Recent: 2026-09-29 comparison: Vs adaptive https://www.abacum.ai/compare/vs-adaptive
- Recent: 2026-09-29 comparison: Vs planful https://www.abacum.ai/compare/vs-planful
- Recent: 2026-09-29 comparison: Vs drivetrain https://www.abacum.ai/compare/vs-drivetrain
- Recent: 2026-09-29 template or tool: Roi calculator https://www.abacum.ai/roi-calculator
- Recent: 2026-09-29 conference or event: Suiteworld 2026 https://www.abacum.ai/events/suiteworld-2026

## 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.