# Trullion: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 48 judge labels across 7 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/trullion

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Lease accounting](https://www.gane.ai/index/finance/accounting/lease-accounting/index.md) | 0% | 13 | 15% | 26 |
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 0% | 25 | 11% | 9 |
| [Revenue recognition](https://www.gane.ai/index/finance/accounting/revenue-recognition/index.md) | 0% | 23 | 0% | 9 |
| [Account reconciliation](https://www.gane.ai/index/finance/accounting/account-reconciliation/index.md) | 0% | 96 | 0% | 1 |
| [Cash application](https://www.gane.ai/index/finance/receivables/cash-application/index.md) | 0% | 86 | 100% | 1 |
| [Financial close management](https://www.gane.ai/index/finance/accounting/financial-close-management/index.md) | 0% | 47 | 0% | 1 |
| [Internal controls and SOX](https://www.gane.ai/index/finance/tax/internal-controls-and-sox/index.md) | 0% | 88 | 0% | 1 |

## What the models said for it

- "Choose Trullion if audit trail and automation are your top priorities." (GPT-5.4 mini, Lease accounting)
- "worth a look if you care most about AI-driven document extraction... though some reviewers note a steeper learning curve" (GPT-5.4 mini, Lease accounting)
- "If your finance team is drowning in administrative work and you need to save hours per month, demo Trullion." (Qwen 3.7 Flash, Lease accounting)
- "Best For: Mid-market finance teams moving off complex spreadsheets that need AI-assisted contract processing." (Gemini 3.5 Flash, Revenue recognition)

## And against it

- "require quotes and are generally priced well above budget-friendly territory, so they're best avoided" (DeepSeek V4 Flash, Lease accounting)
- "Some newer AI-native platforms (like Zeni, Digits, or Trullion) aim to *be* the ledger... safer to use AI to *feed* your existing ERP rather than replacing the GL entirely." (Qwen 3.7 Flash, AI accounting assistants)
- "Starts at ~$3,000/year (quote-based)—more mid-range, so only if you need heavy automation and can stretch the budget." (Grok 4.20, Lease accounting)
- "highly capable but typically require a custom quote, which may not be ideal for budget-conscious buyers" (Mistral Small, Lease accounting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 7 | 2 | 0 | 9 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 4 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 2 | 2 | 2 | 6 |
| Kimi K2 | 0 | 2 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Trullion, from 112 of the 128 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 50
- trullion.com: 47 (its own site)
- softwareadvice.com: 42
- g2.com: 40
- getapp.com: 36
- github.com: 36
- prophix.com: 32
- reddit.com: 32
- finquery.com: 31
- blackowlsystems.com: 27

### Pages cited

- https://github.com/ishandutta2007/Awesome-Lease-Accounting-Software: 33
- https://capterra.com/lease-accounting-software: 30
- https://reddit.com/r/Accounting/comments/1xgzum3/what_do_you_consider_the_most_useful_lease: 30
- https://prophix.com/blog/best-lease-accounting-software: 27
- https://leaseabstractors.com/blog/lease-accounting-software-for-small-business: 22
- https://softwareadvice.com/property/lease-accounting-comparison: 19
- https://softwareadvice.com/property/lease-accounting-comparison/small-business: 19
- https://getapp.com.au/directory/1371/lease-accounting/software: 18

## In its own words

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

- Positioning: AI-powered accounting platform that automates financial workflows for accounting and audit teams (https://trullion.com/)
- For: accounting and audit teams; CFOs; firms; controllers; internal audit; external audit; financial transformation & advisory (https://trullion.com/)
- Customers named: Johnston Carmichael, Anchin, Tanner, Virgin Voyages, Claroty, GRF CPAs & Advisors, Eisai Global, Bradken

## What it publishes

Every page trullion.com exposes, read 2026-09-29: 546 addresses. By kind, pages and the last 90 days:

- blog: 233 pages, 14 in the last 90 days, latest 2026-09-25
- case study: 12 pages, 0 in the last 90 days, latest 2026-05-06
- webinar or virtual event: 34 pages, 2 in the last 90 days, latest 2026-08-19
- conference or event: 32 pages, 9 in the last 90 days, latest 2026-09-24
- report or ebook: 30 pages, 0 in the last 90 days, latest 2026-04-21
- comparison: 12 pages, 1 in the last 90 days, latest 2026-08-25
- template or tool: 10 pages, 3 in the last 90 days, latest 2026-09-28
- glossary or explainer: 31 pages, 1 in the last 90 days, latest 2026-09-21
- podcast or video: 2 pages, 0 in the last 90 days, latest 2024-07-17
- news or press: 45 pages, 0 in the last 90 days, latest 2026-06-03
- Recent: 2026-09-28 template or tool: Esg audit checklist https://trullion.com/blog/esg-audit-checklist
- Recent: 2026-09-25 blog: Financial statement software https://trullion.com/blog/financial-statement-software
- Recent: 2026-09-24 blog: Comprehensive annual financial report acfr https://trullion.com/blog/comprehensive-annual-financial-report-acfr
- Recent: 2026-09-24 conference or event: Pkf global gathering 2026 https://trullion.com/events/pkf-global-gathering-2026
- Recent: 2026-09-24 conference or event: Accountex canada 2026 https://trullion.com/events/accountex-canada-2026
- Recent: 2026-09-24 conference or event: Allinial global summit 2026 https://trullion.com/events/allinial-global-summit-2026

## 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.