# DataRobot: 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/gtm/vendors/datarobot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Competitive intelligence tools](https://www.gane.ai/index/gtm/marketing/competitive-intelligence/index.md) | 0% | 72 | 0% | 1 |
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 91 | 100% | 1 |

## And against it

- "Cross-platform: DataRobot, Tamr, or open-source options if you have dev resources (but these often lack ease-of-use)." (Grok 4.20, CRM data quality)

## 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 | 1 | 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 | 1 | 0 | 1 |
| 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 DataRobot, from 1 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- crmcompared.com: 1
- koalify.io: 1
- matchdatapro.com: 1
- revring.com: 1

### Pages cited

- https://crmcompared.com/blog/crm-data-quality: 1
- https://koalify.io/best-hubspot-deduplication-apps: 1
- https://matchdatapro.com/crm-deduplication-explained: 1
- https://matchdatapro.com/data-deduplication-guide: 1
- https://revring.com/blog/crm-data-deduplication: 1

## In its own words

What DataRobot's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Unified Agent Workforce Platform for Enterprise (https://datarobot.com/)
- For: enterprise (https://datarobot.com/)
- Free plan or trial: Try DataRobot (https://datarobot.com/)
- Customers named: Norfolk Iron & Metal, NetAPP, BSI, Sanlam

## What it publishes

Every page datarobot.com exposes, read 2026-09-29: 2669 addresses. By kind, pages and the last 90 days:

- blog: 239 pages, 21 in the last 90 days, latest 2026-09-24
- case study: 26 pages, 0 in the last 90 days, latest 2026-06-02
- webinar or virtual event: 33 pages, 1 in the last 90 days, latest 2026-07-10
- conference or event: 46 pages, 0 in the last 90 days, latest 2025-11-12
- report or ebook: 42 pages, 0 in the last 90 days, latest 2025-06-16
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 1 in the last 90 days, latest 2026-07-29
- glossary or explainer: 3 pages, 0 in the last 90 days, latest undated
- news or press: 107 pages, 2 in the last 90 days, latest 2026-07-22
- Recent: 2026-09-24 blog: The unsexy ai why your forklift matters more than your chatbot https://www.datarobot.com/blog/the-unsexy-ai-why-your-forklift-matters-more-than-your-chatbot
- Recent: 2026-09-18 blog: Your AI factory is running. What’s it producing? https://www.datarobot.com/blog/your-ai-factory-is-running-whats-it-producing
- Recent: 2026-09-11 blog: Adversarial evaluation for agent assist ship agents that survive production https://www.datarobot.com/blog/adversarial-evaluation-for-agent-assist-ship-agents-that-survive-production
- Recent: 2026-09-10 blog: Ai production gap https://www.datarobot.com/blog/ai-production-gap
- Recent: 2026-09-08 blog: How much guardrail does your ai agent need https://www.datarobot.com/blog/how-much-guardrail-does-your-ai-agent-need
- Recent: 2026-08-27 blog: Agentic ai guardrails what enterprise leaders are accountable for https://www.datarobot.com/blog/agentic-ai-guardrails-what-enterprise-leaders-are-accountable-for

## 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.