# Data Driven Investing: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/data-driven-investing

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [DDI and IP address management](https://www.gane.ai/index/it/network/ddi-and-ipam/index.md) | 0% | 113 | 100% | 2 |

## And against it

- "Reports describe promised daily returns, referral incentives, claimed partnerships with major exchanges, and users being unable to withdraw funds." (Perplexity Sonar, DDI and IPAM)
- "Multiple reports label it a scam. Users complain about non-functional withdrawals" (Grok 4.20, DDI and IPAM)

## 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 | 1 | 1 |
| 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 | 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 Data Driven Investing, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- reddit.com: 2
- trustpilot.com: 2
- bestdevops.com: 1
- bluecatnetworks.com: 1
- boon-health.com: 1
- ciopages.com: 1
- g2.com: 1
- guideflow.com: 1
- openpr.com: 1
- peerspot.com: 1

### Pages cited

- https://reddit.com/r/Scams/comments/1ngj54s/does_anyone_know_if_this_website_is_a_scam: 2
- https://trustpilot.com/review/www.data-driveninvesting.net: 2
- https://bestdevops.com/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison: 1
- https://bluecatnetworks.com/blog/four-steps-to-succeed-with-your-ddi-solution: 1
- https://boon-health.com/compare/ddi-alternatives: 1
- https://ciopages.com/buyer-guides/enterprise-dns-ddi: 1
- https://g2.com/products/ddi-2017-05-18/competitors/alternatives: 1
- https://guideflow.com/blog/ddi-management: 1

## 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.