# Leapfin: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/finance/vendors/leapfin

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Revenue recognition](https://www.gane.ai/index/finance/accounting/revenue-recognition/index.md) | 0% | 24 | 0% | 8 |

## What the models said for it

- "Dedicated, standalone ASC 606 revenue automation engines like RightRev, Leapfin, Maxio, or Ordway" (Gemini 3.5 Flash, Revenue recognition)
- "Best for: Companies wanting to avoid ERP extensions or custom builds" (Kimi K2, Revenue recognition)

## 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 | 1 | 3 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Leapfin, from 11 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- toolradar.com: 7
- capterra.co.uk: 6
- capterra.com: 6
- ledgerup.ai: 6
- rightrev.com: 6
- erpresearch.com: 5
- github.com: 5
- getapp.com: 4
- softwareadvice.com: 4
- zuora.com: 4

### Pages cited

- https://toolradar.com/guides/best-revenue-recognition-software: 7
- https://capterra.co.uk/directory/33615/revenue-recognition/software: 6
- https://ledgerup.ai/resources/best-asc-606-revenue-recognition-software-2026: 6
- https://github.com/ishandutta2007/Awesome-Revenue-Recognition-Software: 5
- https://capterra.com/revenue-recognition-software: 4
- https://github.com/ishandutta2007/Awesome-Revenue-Recognition: 4
- https://softwareadvice.com/revenue-recognition: 4
- https://accountio.co.uk/vendors/best/revenue-recognition-software: 3

## In its own words

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

- Positioning: The AI Infrastructure for Record to Report (https://leapfin.com/)
- For: Finance and Accounting teams (https://leapfin.com/)
- Price stated: Standard starts at $500 /mo; Premium starts at $1000 /mo; Enterprise custom; base package starts at $1,000 / month (or $12,000 annually) (https://www.leapfin.com/pricing)
- Starting price: 500 (https://www.leapfin.com/pricing)
- Free plan or trial: null (https://www.leapfin.com/customers)
- Integrations claimed: 10 (https://www.leapfin.com/pricing)
- Customers named: Airwallex, GoodRx, Stripe, NetSuite, Apple App Store, Seatgeek, Eight Sleep, Top Hat

## What it publishes

Every page leapfin.com exposes, read 2026-09-29: 275 addresses. By kind, pages and the last 90 days:

- blog: 172 pages, 0 in the last 90 days, latest 2026-06-04
- webinar or virtual event: 14 pages, 0 in the last 90 days, latest 2025-04-16
- conference or event: 1 pages, 0 in the last 90 days, latest 2025-09-18
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 4 pages, 0 in the last 90 days, latest 2025-10-20
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest 2025-10-20
- Recent: 2026-06-04 blog: Leapfins next chapter joining airwallex https://www.leapfin.com/blog/leapfins-next-chapter-joining-airwallex
- Recent: 2026-01-27 blog: The last mile of automation luca now validates itself https://www.leapfin.com/blog/the-last-mile-of-automation-luca-now-validates-itself
- Recent: 2025-12-11 blog: Why ai in finance is stalling and why the record to report foundation is the missing link https://www.leapfin.com/blog/why-ai-in-finance-is-stalling-and-why-the-record-to-report-foundation-is-the-missing-link
- Recent: 2025-12-04 blog: Luca now documents itself introducing auto generated audit documentation https://www.leapfin.com/blog/luca-now-documents-itself-introducing-auto-generated-audit-documentation
- Recent: 2025-11-18 blog: Automation is no longer optional 5 stats that will define finance in 2026 https://www.leapfin.com/blog/automation-is-no-longer-optional-5-stats-that-will-define-finance-in-2026
- Recent: 2025-11-07 blog: The ai rev rec playbook for usage based pricing https://www.leapfin.com/blog/the-ai-rev-rec-playbook-for-usage-based-pricing

## 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.