# Orb: 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/orb

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Revenue recognition](https://www.gane.ai/index/finance/accounting/revenue-recognition/index.md) | 0% | 67 | 0% | 1 |

## 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 | 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Orb, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- github.com: 2
- ledgerup.ai: 2
- toolradar.com: 2
- zenskar.com: 2
- accountio.co.uk: 1
- axiobench.com: 1
- billingplatform.com: 1
- blog.alguna.com: 1
- capterra.co.uk: 1
- capterra.com: 1

### Pages cited

- https://github.com/ishandutta2007/Awesome-Revenue-Recognition: 2
- https://ledgerup.ai/resources/7-best-revenue-recognition-software-for-saas-2026: 2
- https://ledgerup.ai/resources/best-asc-606-revenue-recognition-software-2026: 2
- https://toolradar.com/guides/best-revenue-recognition-software: 2
- https://zenskar.com/buyers-guide/revenue-recognition-software: 2
- https://accountio.co.uk/vendors/best/revenue-recognition-software: 1
- https://axiobench.com/best/saas-revenue-recognition-software: 1
- https://billingplatform.com/blog/best-billing-software-enterprises: 1

## In its own words

What Orb's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The revenue design platform (https://www.withorb.com/)
- For: modern software companies (https://www.withorb.com/)
- Price stated: Custom pricing (https://www.withorb.com/pricing)
- Certifications: SOC 2 Type II
- Customers named: LaunchDarkly, Stytch, Replit

## What it publishes

Every page withorb.com exposes, read 2026-09-29: 994 addresses. By kind, pages and the last 90 days:

- blog: 400 pages, 11 in the last 90 days, latest 2026-09-22
- case study: 31 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 10 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 42 pages, 21 in the last 90 days, latest 2026-09-15
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 10 pages, 0 in the last 90 days, latest undated
- podcast or video: 13 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-22 blog: Billingplatform reviews https://www.withorb.com/blog/billingplatform-reviews
- Recent: 2026-09-22 blog: Sequence reviews https://www.withorb.com/blog/sequence-reviews
- Recent: 2026-09-22 blog: Usage based billing software quickbooks users https://www.withorb.com/blog/usage-based-billing-software-quickbooks-users
- Recent: 2026-09-22 blog: Invoice accuracy billing error statistics https://www.withorb.com/blog/invoice-accuracy-billing-error-statistics
- Recent: 2026-09-22 blog: Saas growth margin statistics https://www.withorb.com/blog/saas-growth-margin-statistics
- Recent: 2026-09-22 blog: Usage based billing software salesforce users https://www.withorb.com/blog/usage-based-billing-software-salesforce-users

## 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.