# ABACUS: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/abacus

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Expense management](https://www.gane.ai/index/finance/spend/expense-management/index.md) | 0% | 28 | 0% | 1 |
| [Telecom expense management](https://www.gane.ai/index/finance/spend/telecom-expense-management/index.md) | 0% | 55 | 0% | 1 |

## 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 | 2 | 0 | 2 |
| 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 | 0 | 0 | 0 | 0 |
| 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 ABACUS, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- cassinfo.com: 2
- temforce.com: 2
- topbusinesssoftware.com: 2
- concur.co.in: 1
- consilien.com: 1
- fivetran.com: 1
- linkedin.com: 1
- opensourceforu.com: 1
- paylocity.com: 1
- perk.com: 1

### Pages cited

- https://cassinfo.com/hubfs/Ebooks/The%20Complete%20Guide%20to%20Telecom%20Expense%20Management.pdf: 2
- https://temforce.com/tem-software-buyers-guide: 2
- https://topbusinesssoftware.com/categories/telecom-expense-management: 2
- https://concur.co.in/blog/article/six-essential-criteria-for-comparing-expense-management-software: 1
- https://consilien.com/news/top-5-enterprise-architecture-tools-to-try-in-2024: 1
- https://fivetran.com/learn/data-modeling-tools: 1
- https://linkedin.com/pulse/cfos-guide-expense-management-tools-mark-sue-g7jec: 1
- https://opensourceforu.com/2024/09/top-tools-for-enterprise-architecture-development: 1

## Record

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