# Aleph: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 41 judge labels across 5 categories by 12 of 14 models. Page: https://www.gane.ai/index/finance/vendors/aleph

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [FP&A platforms](https://www.gane.ai/index/finance/planning/fpa-platforms/index.md) | 9% | 4 | 0% | 25 |
| [Board and investor reporting](https://www.gane.ai/index/finance/planning/board-and-investor-reporting/index.md) | 2% | 14 | 0% | 4 |
| [Financial modeling and scenario planning](https://www.gane.ai/index/finance/planning/financial-modeling-and-scenario-planning/index.md) | 2% | 13 | 0% | 7 |
| [Cash flow forecasting](https://www.gane.ai/index/finance/treasury/cash-flow-forecasting/index.md) | 0% | 65 | 25% | 4 |
| [Financial consolidation](https://www.gane.ai/index/finance/accounting/financial-consolidation/index.md) | 0% | 32 | 0% | 1 |

## What the models said for it

- "Aleph would be the strongest general recommendation if the goal is recurring board and investor reporting from live financial data" (Perplexity Sonar, Board)
- "I'd suggest starting with Aleph if your team is spreadsheet-centric and wants quick implementation" (MiniMax M2.5, FP&A platforms)
- "Aleph is a good choice for AI-native budgeting in spreadsheets, with live ERP sync and AI analysis." (Llama 4 Maverick, Financial modeling)
- "Currently showing high market share... Look closely at Aleph or Cubesoftware." (Qwen 3.7 Flash, FP&A platforms)

## And against it

- "AI cash flow forecasting tools (e.g., Aleph) - automate routine tasks but may not be effective for complex or unusual cash flows." (Llama 4 Maverick, Cash flow forecasting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 2 | 1 | 0 | 4 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 0 | 4 |
| Llama 4 Maverick | 2 | 1 | 2 | 1 | 6 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 0 | 3 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 0 | 3 |
| MiniMax M2.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 5 | 2 | 0 | 8 |

## Sources returned with these answers

The sites and pages cited by the answers that named Aleph, from 92 of the 92 answers that named it (only the models that return a source list).

### Domains cited

- getaleph.com: 77 (its own site)
- cfoshortlist.com: 49
- prophix.com: 36
- g2.com: 29
- centage.com: 23
- golimelight.com: 23
- corporatefinanceinstitute.com: 22
- datarails.com: 21
- cubesoftware.com: 19
- erpresearch.com: 18

### Pages cited

- https://cfoshortlist.com/reports/best-fpa-software-2026: 39
- https://getaleph.com/answers/best-fpa-software-by-company-size: 32
- https://corporatefinanceinstitute.com/resources/fpa/fp-a-tools: 22
- https://golimelight.com/blog/fpa-software-for-small-business: 16
- https://prophix.com/blog/17-best-fp-a-software-for-high-performing-fp-a-teams: 16
- https://erpresearch.com/erp-add-ons/fpa-planning: 15
- https://g2.com/categories/financial-planning-and-analysis-fp-a/small-business: 14
- https://getaleph.com/answers/fpa-software-pricing-guide-2026: 14

## In its own words

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

- Positioning: AI-native FP&A software & data management for finance (https://getaleph.com/)
- For: finance teams (https://getaleph.com/)
- Price stated: Free demo / trial available (https://www.getaleph.com/integrations)
- Starting price: 0 (https://www.getaleph.com/integrations)
- Free plan or trial: Free demo / trial available (https://getaleph.com/)
- Integrations claimed: 150 (https://getaleph.com/)
- Certifications: SOC 1 Type II, SOC 2 Type II
- Customers named: Zapier, Y Combinator, Chess.com, Turo, Envoy, Merge, Attivo, Rooled

## What it publishes

Every page getaleph.com exposes, read 2026-09-29: 321 addresses. By kind, pages and the last 90 days:

- blog: 66 pages, 1 in the last 90 days, latest 2026-07-20
- case study: 23 pages, 2 in the last 90 days, latest 2026-09-01
- webinar or virtual event: 58 pages, 0 in the last 90 days, latest 2025-10-02
- report or ebook: 1 pages, 0 in the last 90 days, latest 2025-05-20
- comparison: 16 pages, 4 in the last 90 days, latest 2026-08-27
- template or tool: 3 pages, 1 in the last 90 days, latest 2026-08-17
- glossary or explainer: 1 pages, 1 in the last 90 days, latest 2026-07-01
- podcast or video: 11 pages, 0 in the last 90 days, latest 2026-05-13
- Recent: 2026-09-01 case study: Antelope https://www.getaleph.com/success-story/antelope
- Recent: 2026-08-27 comparison: Fpa software vs bi tools https://www.getaleph.com/answers/fpa-software-vs-bi-tools
- Recent: 2026-08-26 comparison: Fpa vs cpm vs epm https://www.getaleph.com/answers/fpa-vs-cpm-vs-epm
- Recent: 2026-08-17 template or tool: Ai era fractional firm checklist https://www.getaleph.com/blog/ai-era-fractional-firm-checklist
- Recent: 2026-07-28 case study: Haas alert https://www.getaleph.com/success-story/haas-alert
- Recent: 2026-07-20 blog: Ai adoption compound interest fractional fpa https://www.getaleph.com/blog/ai-adoption-compound-interest-fractional-fpa

## 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.