# Edcafe AI: 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/hr/vendors/edcafe-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Candidate assessment](https://www.gane.ai/index/hr/talent/candidate-assessment/index.md) | 0% | 67 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 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 Edcafe AI, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- assessprep.com: 1
- gitnux.org: 1
- goodfit.so: 1
- mentimeter.com: 1
- mindstamp.com: 1
- testtrick.com: 1
- top10space.com: 1
- worldmetrics.org: 1

### Pages cited

- https://assessprep.com/blogs/top-8-digital-assessment-platforms-for-schools-in-2026: 1
- https://gitnux.org/best/testing-and-assessment-software: 1
- https://goodfit.so/guides/best-coding-assessment-platforms: 1
- https://mentimeter.com/blog/education/online-assessment-tools: 1
- https://mindstamp.com/blog/online-assessment-tools-for-teachers: 1
- https://testtrick.com/blogs/best-coding-assessment-tools: 1
- https://testtrick.com/blogs/pre-employment-assessment-tools: 1
- https://top10space.com/news/top-10-online-assessment-platforms-for-hiring: 1

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.