# Incode: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 2 categories by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/incode

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity verification](https://www.gane.ai/index/it/identity/identity-verification/index.md) | 0% | 22 | 0% | 6 |
| [Customer identity and access management](https://www.gane.ai/index/it/identity/customer-identity-and-access-management/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "| Incode | Enterprise biometric verification | Gartner Leader, strong liveness |" (DeepSeek V4 Flash, Identity verification)
- "biometrics depth (Incode)" (Grok 4.20, Identity verification)

## 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 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Incode, from 20 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- bureau.id: 14
- 1kosmos.com: 9
- shuftipro.com: 9
- beverified.org: 8
- gbg.com: 7
- stackgo.io: 7
- startwithidentity.com: 7
- veridas.com: 7
- regulaforensics.com: 5
- research.oz.spotlightar.com: 5

### Pages cited

- https://bureau.id/resources/blog/identity-verification-solutions: 9
- https://shuftipro.com/blog/best-identity-verification-software-providers: 9
- https://1kosmos.com/resources/blog/best-identity-verification-software-providers: 8
- https://beverified.org/providers/identity-verification: 8
- https://stackgo.io/resources/identity-verification-service-providers: 7
- https://veridas.com/en/identity-verification-companies: 7
- https://bureau.id/resources/blog/identity-verification-api: 6
- https://gbg.com/en-us/blog/best-kyc-providers: 5

## 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.