# Kallidus: 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/kallidus

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Employee onboarding](https://www.gane.ai/index/hr/experience/employee-onboarding/index.md) | 0% | 43 | 0% | 1 |

## What the models said for it

- "Evaluate modern HCMs like Rippling, Bob (HiBob), or Sapling/Kallidus." (Gemini 3.5 Flash, Employee onboarding)

## 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 | 1 | 0 | 0 | 1 |
| 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 Kallidus, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- freshlearn.com: 2
- hrcloud.com: 2
- hubengage.com: 2
- thinkific.com: 2
- viewpointanalysis.com: 2
- adp.com: 1
- applaudhr.com: 1
- apps365.com: 1
- betterworks.com: 1
- cloudassess.com: 1

### Pages cited

- https://freshlearn.com/blog/compliance-training-software: 2
- https://hubengage.com/employee-experience/compliance-training-software: 2
- https://thinkific.com/blog/best-compliance-training-lms-software: 2
- https://adp.com/resources/articles-and-insights/articles/e/evaluating-payroll-and-hr-platform-usability-a-user-friendly-approach.aspx: 1
- https://applaudhr.com/blog/onboarding-offboarding/why-most-onboarding-software-projects-fail: 1
- https://apps365.com/blog/employee-onboarding-services: 1
- https://betterworks.com/magazine/best-performance-evaluation-software: 1
- https://cloudassess.com/blog/best-performance-management-systems: 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.