# Grid: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 2 categories by 5 of 14 models. Page: https://www.gane.ai/index/finance/vendors/grid

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SaaS metrics and analytics](https://www.gane.ai/index/finance/planning/saas-metrics-and-analytics/index.md) | 2% | 11 | 0% | 6 |
| [Financial reporting and dashboards](https://www.gane.ai/index/finance/planning/financial-reporting-and-dashboards/index.md) | 0% | 47 | 0% | 1 |

## What the models said for it

- "Grid is the best all-around choice due to its standardization, automation, and alignment across teams" (Mistral Small, SaaS metrics)
- "Sleeper Pick: Grid (formerly SaaSGrid) ... Purpose-built for finance teams and investor-ready reporting." (Kimi K2, SaaS metrics)
- "ARR is driven mainly by CRM contracts and sales-led deals: evaluate Grid" (GPT-6 Luna, SaaS metrics)
- "Grid is a solid emerging pick for standardized, low-spreadsheet reporting" (Grok 4.20, SaaS metrics)

## 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 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| 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 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Grid, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- withgrid.com: 10 (its own site)
- baremetrics.com: 6
- chartmogul.com: 6
- saas.toolsinfo.com: 6
- maxio.com: 5
- saashero.net: 5
- arr.club: 3
- databox.com: 3
- docs.maxio.com: 2
- gitnux.org: 2

### Pages cited

- https://saas.toolsinfo.com/c/arr-tracking/checklist: 5
- https://baremetrics.com/blog/best-saas-metrics-platforms: 4
- https://withgrid.com/post/the-5-best-arr-reporting-software: 4
- https://arr.club/: 3
- https://baremetrics.com/compare/chartmogul-alternative: 3
- https://maxio.com/product/maxio-metrics: 3
- https://saashero.net/strategy/best-b2b-saas-analytics-tools: 3
- https://baremetrics.com/blog/best-subscription-metrics-platforms: 2

## What it publishes

Every page withgrid.com exposes, read 2026-09-29: 192 addresses. By kind, pages and the last 90 days:

- blog: 59 pages, 11 in the last 90 days, latest 2026-08-25
- case study: 10 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest 2025-07-01
- comparison: 5 pages, 0 in the last 90 days, latest 2026-04-24
- glossary or explainer: 3 pages, 1 in the last 90 days, latest 2026-08-21
- Recent: 2026-08-25 blog: Whats a normal burn multiple in saas https://www.withgrid.com/post/whats-a-normal-burn-multiple-in-saas
- Recent: 2026-08-24 blog: Saas gross margin benchmarks https://www.withgrid.com/post/saas-gross-margin-benchmarks
- Recent: 2026-08-21 glossary or explainer: What is the rule of 40 in saas and does it matter https://www.withgrid.com/post/what-is-the-rule-of-40-in-saas-and-does-it-matter
- Recent: 2026-08-18 blog: State of saas b2b benchmarks https://www.withgrid.com/post/state-of-saas-b2b-benchmarks
- Recent: 2026-08-05 blog: Saas sales funnel metrics you should be using https://www.withgrid.com/post/saas-sales-funnel-metrics-you-should-be-using
- Recent: 2026-07-31 blog: How to improve your b2b saas cpa https://www.withgrid.com/post/how-to-improve-your-b2b-saas-cpa

## 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.