# Abacum: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/hr/vendors/abacum

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workforce planning](https://www.gane.ai/index/hr/planning/workforce-planning/index.md) | 2% | 13 | 8% | 12 |

## What the models said for it

- "A lean, modern tool designed for mid-sized teams that need straightforward headcount and scenario planning." (Mistral Small, Workforce planning)
- "A modern, Excel-like interface that sits on top of your HRIS. Very fast to implement." (Qwen 3.7 Flash, Workforce planning)
- "Often cited as getting 80% of enterprise value at mid-market price points." (MiniMax M2.5, Workforce planning)
- "Budget-conscious: Planful or Abacum provide good value" (MiniMax M2.5, Workforce planning)

## And against it

- "lighter and more affordable but may lack depth for complex B2B modeling" (Grok 4.20, Workforce planning)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Abacum, from 12 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- hrtechsaas.com: 11
- cfoshortlist.com: 9
- resources.rework.com: 9
- culturro.com: 8
- disprz.ai: 7
- anywherer.com: 5
- charthop.com: 5
- g2.com: 5
- guideflow.com: 5
- marketsplash.com: 4

### Pages cited

- https://hrtechsaas.com/blog/workforce-planning-software: 11
- https://cfoshortlist.com/reports/best-workforce-planning-software: 9
- https://resources.rework.com/tools/workforce-management/best-workforce-planning-software-2026: 9
- https://culturro.com/hr-software/strategic-workforce-planning/for-mid-market: 8
- https://disprz.ai/blog/workforce-planning-software: 7
- https://anywherer.com/best-workforce-planning-software: 4
- https://guideflow.com/blog/headcount-planning-software: 4
- https://marketsplash.com/best-sales-headcount-planning-software: 4

## 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, ISO 27001, GDPR
- 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://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.