# Orb: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 2 categories by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/orb

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Billing and subscription management](https://www.gane.ai/index/gtm/revops/billing-and-subscription-management/index.md) | 0% | 13 | 0% | 8 |
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 81 | 0% | 1 |

## What the models said for it

- "Choose Orb or Metronome if usage events—not contracts or seats—are the core unit of monetization" (Perplexity Sonar, Billing)
- "Pure usage-based/metered billing | Orb or Metronome" (Kimi K2, Billing)

## 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 3 | 0 | 3 |
| 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 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| 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 9 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- bunny.com: 5
- creem.io: 3
- fintechspecs.com: 3
- zuora.com: 3
- albato.com: 2
- bestdevops.com: 2
- evergent.com: 2
- g2.com: 2
- recurly.com: 2
- solvimon.com: 2

### Pages cited

- https://bunny.com/blog/best-subscription-billing-platform-for-saas-companies: 3
- https://fintechspecs.com/blog/recurly-alternatives-b2b-saas-billing: 3
- https://albato.com/blog/publications/best-subscription-management-software: 2
- https://bestdevops.com/top-10-subscription-billing-platforms-features-pros-cons-comparison: 2
- https://creem.io/blog/7-best-subscription-billing-software-platforms: 2
- https://evergent.com/blogs/best-subscription-billing-software: 2
- https://g2.com/categories/subscription-billing: 2
- https://recurly.com/blog/guide-to-choosing-a-subscription-billing-provider: 2

## 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/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.