# Ledge: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 0% | 53 | 0% | 1 |

## What the models said for it

- "Ledge (Best for B2B Month-End Close)" (GLM 4.7 FlashX, AI accounting assistants)

## 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 | 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 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 Ledge, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- ledge.co: 3 (its own site)
- invoiced.com: 2
- agentcfo.org: 1
- alternativepayments.io: 1
- atozaiaccounting.com: 1
- bill.com: 1
- blueprism.com: 1
- campfire.ai: 1
- capterra.com.au: 1
- chatfin.ai: 1

### Pages cited

- https://invoiced.com/ai-agents-for-accounts-receivable-automation: 2
- https://ledge.co/industries/b2b: 2
- https://agentcfo.org/guides/ai-agents-for-accounting-finance: 1
- https://alternativepayments.io/resources/unified-b2b-payment-automation-how-one-platform-replaces-fragmented-billing-workflows: 1
- https://atozaiaccounting.com/leaderboard: 1
- https://bill.com/blog/best-invoice-matching-software: 1
- https://blueprism.com/guides/ai/finance-accounting-ai-agents: 1
- https://campfire.ai/accounting-intelligence: 1

## In its own words

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

- Positioning: Close Management with AI Agents (https://ledge.co/)
- For: finance teams working at scale (https://ledge.co/)
- Price stated: Ledge uses one SaaS fee tailored to your close scope, not per-user pricing. (https://www.ledge.co/pricing)
- Integrations claimed: 150 (https://ledge.co/); 6 (https://www.ledge.co/solutions/flux-analysis) (pages disagree)
- Certifications: SOC 1, SOC 2
- Customers named: Papaya Global, Ampla, Faye, Home365

## What it publishes

Every page ledge.co exposes, read 2026-09-29: 315 addresses. By kind, pages and the last 90 days:

- blog: 3 pages, 0 in the last 90 days, latest undated
- case study: 1 pages, 0 in the last 90 days, latest 2023-12-11
- comparison: 11 pages, 0 in the last 90 days, latest 2026-05-25
- template or tool: 4 pages, 1 in the last 90 days, latest 2026-08-17
- glossary or explainer: 7 pages, 0 in the last 90 days, latest 2025-01-22
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-08-17 template or tool: Checklist review ai accounting work https://www.ledge.co/content/checklist-review-ai-accounting-work
- Recent: 2026-06-25 template or tool: Close checklist https://docs.ledge.co/close-management-and-execution/close-checklist
- Recent: 2026-05-25 comparison: Faq ledge vs anthropic month end closer whats the difference https://www.ledge.co/content/faq-ledge-vs-anthropic-month-end-closer-whats-the-difference
- Recent: 2026-04-06 comparison: Blackline vs numeric vs ledge what 100 finance leaders say https://www.ledge.co/content/blackline-vs-numeric-vs-ledge-what-100-finance-leaders-say
- Recent: 2026-04-06 comparison: Chatgpt claude and gemini vs ledge for close automation https://www.ledge.co/content/chatgpt-claude-and-gemini-vs-ledge-for-close-automation
- Recent: 2026-02-16 comparison: Ledge vs numeric https://www.ledge.co/content/ledge-vs-numeric

## 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.