# Lunos AI: how AI models rank it, November 2026

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

## 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% | 41 | 0% | 2 |

## What the models said for it

- "Lunos AI is the best AI agent for accounts receivable" (Claude Haiku 4.5, AI accounting assistants)
- "HighRadius (Mid-Market Edition) / Lunos AI" (Gemini 3.5 Flash, AI accounting assistants)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 Lunos AI, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- resources.rework.com: 3
- zoneandco.com: 3
- aimultiple.com: 2
- designrush.com: 2
- fast.io: 2
- kynledger.com: 2
- lunos.ai: 2 (its own site)
- accounting.events: 1
- accountsreceivable.ai: 1
- assistents.ai: 1

### Pages cited

- https://zoneandco.com/articles/top-ai-accounting-software-tools: 3
- https://aimultiple.com/accounting-ai-agent: 2
- https://designrush.com/agency/accounting/trends/accounting-ai-agents: 2
- https://fast.io/resources/best-ai-agents-accounting-finance-2026: 2
- https://kynledger.com/tools/best-ai-agents-accounting-firms-2026: 2
- https://resources.rework.com/tools/ai-agents/best-ai-agents-for-accounting-2026: 2
- https://accounting.events/reviews/best-accounts-receivable-software: 1
- https://accounting.events/reviews/best-billtrust-alternatives: 1

## In its own words

What Lunos AI's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: AI partner for receivables, handling collections, portal uploads, cash app & more (https://www.lunos.ai/)
- For: the whole finance team – from AR specialists to the CFO (https://www.lunos.ai/)
- Price stated: Start for free; The Lunos fee applies only once the invoice has been collected from your customer and is marked as paid. We will invoice you in aggregate. (https://www.lunos.ai/)
- Starting price: 0 (https://www.lunos.ai/)
- Free plan or trial: Start for free (https://www.lunos.ai/)
- Integrations claimed: 6 (https://www.lunos.ai/)
- Certifications: SOC 2 Type II
- Hosting: USA
- Customers named: ServiceUp, Revela, Swap, Swap Commerce, GEV Tehnologies

## What it publishes

Every page lunos.ai exposes, read 2026-09-29: 56 addresses. By kind, pages and the last 90 days:

- blog: 24 pages, 0 in the last 90 days, latest 2026-06-02
- comparison: 12 pages, 0 in the last 90 days, latest 2026-06-02
- Recent: 2026-06-02 blog: Coupa supplier portal invoice submission https://www.lunos.ai/blog/coupa-supplier-portal-invoice-submission
- Recent: 2026-06-02 comparison: Versapay alternatives https://www.lunos.ai/blog/versapay-alternatives
- Recent: 2026-06-01 comparison: Best upflow alternatives https://www.lunos.ai/blog/best-upflow-alternatives
- Recent: 2026-04-01 blog: Accounts receivable dispute resolution guide https://www.lunos.ai/blog/accounts-receivable-dispute-resolution-guide
- Recent: 2026-04-01 blog: Best accounts receivable collections software https://www.lunos.ai/blog/best-accounts-receivable-collections-software
- Recent: 2026-04-01 blog: Best automated payment reconciliation software https://www.lunos.ai/blog/best-automated-payment-reconciliation-software

## 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.