# Retool: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 58 | 0% | 1 |
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 29 | 0% | 1 |

## What the models said for it

- "Consider embedded-native options like Embeddable, Plotly Dash, Retool, or Mode Analytics" (Grok 4.20, Embedded analytics)
- "Build a simple internal app with Retool or Budibase (both offer cheap/free tiers)" (Gemini 3.5 Flash, Master data)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| 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 Retool, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- atrocore.com: 1
- embeddable.com: 1
- fivetran.com: 1
- fortegrp.com: 1
- geopostcodes.com: 1
- hitechnectar.com: 1
- linkedin.com: 1
- ovaledge.com: 1
- reddit.com: 1
- semarchy.com: 1

### Pages cited

- https://atrocore.com/en/blog/open-source-master-data-management: 1
- https://embeddable.com/blog/disadvantages-of-embedded-analytics: 1
- https://fivetran.com/learn/master-data-management-tools: 1
- https://fortegrp.com/insights/top-19-data-management-tools-platforms-in-the-usa: 1
- https://geopostcodes.com/blog/comparison-master-data-management-tools: 1
- https://hitechnectar.com/blogs/open-source-master-data-management-tools: 1
- https://linkedin.com/pulse/main-disadvantages-embedded-analytics-how-avoid-them-embeddable-hq-oxomf: 1
- https://ovaledge.com/blog/master-data-management-tools: 1

## In its own words

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

- Positioning: Build internal software better, with AI; build, deploy, and manage internal tools with Retool's unified engine. (https://retool.com/)
- For: enterprises (https://retool.com/)
- Price stated: Free $0; Team $10 / m per builder, $5 / m per internal user; Business $50 / m per builder, $15 / m per internal user; Enterprise Custom pricing that works with your business (https://retool.com/pricing)
- Starting price: $0 (https://retool.com/pricing)
- Free plan or trial: Explore the new Retool app builder for free (https://retool.com/)
- Certifications: CCPA, GDPR, ISO 27001, SOC 2 Type II
- Customers named: Ramp, Orangetheory, UTMB, DoorDash, Zeus, Wiz, Stripe, OpenAI

## What it publishes

Every page retool.com exposes, read 2026-09-29: 10004 addresses. By kind, pages and the last 90 days:

- blog: 370 pages, 5 in the last 90 days, latest 2026-09-24
- case study: 59 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest 2026-02-26
- conference or event: 20 pages, 0 in the last 90 days, latest 2026-06-15
- report or ebook: 445 pages, 0 in the last 90 days, latest undated
- comparison: 53 pages, 1 in the last 90 days, latest 2026-09-24
- template or tool: 373 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 38 pages, 0 in the last 90 days, latest 2025-05-06
- podcast or video: 93 pages, 9 in the last 90 days, latest 2026-09-28
- news or press: 10 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 podcast or video: What are resources in retool https://retool.com/resources/videos/what-are-resources-in-retool
- Recent: 2026-09-24 comparison: Retool mcp vs cli https://retool.com/blog/retool-mcp-vs-cli
- Recent: 2026-09-24 blog: Retool cli https://retool.com/blog/retool-cli
- Recent: 2026-09-24 podcast or video: Deploy your vibe coded app to production with retool cli claude cowork https://retool.com/resources/videos/deploy-your-vibe-coded-app-to-production-with-retool-cli-claude-cowork
- Recent: 2026-09-22 podcast or video: Governance the real ai roi bottleneck https://retool.com/resources/videos/governance-the-real-ai-roi-bottleneck
- Recent: 2026-09-19 podcast or video: Vibe coding at enterprise scale https://retool.com/resources/videos/vibe-coding-at-enterprise-scale

## Record

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