# Enigma: 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/gtm/vendors/enigma

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 0% | 54 | 0% | 1 |

## What the models said for it

- "Enigma if you mean verifying that a business is real during onboarding or for KYB/compliance." (GPT-6 Luna, Identity)

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

## Sources returned with these answers

The sites and pages cited by the answers that named Enigma, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- docs.aws.amazon.com: 1
- documentation.enigma.com: 1 (its own site)
- enigma.com: 1 (its own site)
- g2.com: 1
- knowledge.hubspot.com: 1
- oppora.ai: 1
- twilio.com: 1

### Pages cited

- https://docs.aws.amazon.com/entityresolution/latest/userguide/creating-matching-workflow-rule-based.html: 1
- https://documentation.enigma.com/kyb/verify-identity: 1
- https://enigma.com/pricing: 1
- https://g2.com/categories/identity-resolution/small-business: 1
- https://knowledge.hubspot.com/records/how-data-enrichment-works-in-hubspot: 1
- https://oppora.ai/blog/identity-resolution-software: 1
- https://twilio.com/en-us/products/unify: 1

## 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.