# DreamFactory: 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/it/vendors/dreamfactory

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [API security platforms](https://www.gane.ai/index/it/security/api-security-platforms/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "Free community version available - Auto-generates APIs with built-in security" (MiniMax M2.5, API security)

## 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 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## In its own words

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

- Positioning: A secure, self-hosted AI data gateway and enterprise data access platform that instantly generates fully governed REST APIs from any database or data source, with built-in RBAC, API keys, and live OpenAPI documentation. (https://dreamfactory.com/)
- For: Enterprise apps and local LLMs (https://dreamfactory.com/)
- Price stated: Free; $1500/mo billed annually; $4000/mo billed annually; Custom Pricing; $500/mo (billed annually); $1667/mo (billed annually); $7000/mo (billed annually) (https://www.dreamfactory.com/pricing)
- Starting price: Free (https://www.dreamfactory.com/pricing)
- Free plan or trial: Free 30 minute demo (https://dreamfactory.com/)
- Integrations claimed: 30 (https://dreamfactory.com/)
- Customers named: ExxonMobil, Deloitte, National Institutes of Health (NIH), Vermont Department of Transportation, U.S. Steel, SIL International, D.A. Davidson

## What it publishes

Every page dreamfactory.com exposes, read 2026-09-29: 3614 addresses. By kind, pages and the last 90 days:

- blog: 467 pages, 5 in the last 90 days, latest 2026-09-03
- case study: 12 pages, 0 in the last 90 days, latest 2026-01-14
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 0 in the last 90 days, latest 2016-08-16
- report or ebook: 27 pages, 0 in the last 90 days, latest 2020-09-23
- comparison: 80 pages, 0 in the last 90 days, latest 2026-05-26
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 76 pages, 0 in the last 90 days, latest 2026-05-25
- podcast or video: 57 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-03 blog: Introducing dreamfactory 7.7.0 https://blog.dreamfactory.com/introducing-dreamfactory-7.7.0
- Recent: 2026-08-20 blog: Bigquery mcp server https://blog.dreamfactory.com/bigquery-mcp-server
- Recent: 2026-08-20 blog: Utility api ai security exposing data without exposing control https://blog.dreamfactory.com/utility-api-ai-security-exposing-data-without-exposing-control
- Recent: 2026-08-18 blog: Build custom ai ready api endpoints https://blog.dreamfactory.com/build-custom-ai-ready-api-endpoints
- Recent: 2026-08-12 blog: How dreamfactory helps schools use ai safely on their own data https://blog.dreamfactory.com/how-dreamfactory-helps-schools-use-ai-safely-on-their-own-data
- Recent: 2026-06-18 blog: On premise api management https://blog.dreamfactory.com/on-premise-api-management

## 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.