# Atomicwork: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 2 categories by 6 of 14 models. Page: https://www.gane.ai/index/hr/vendors/atomicwork

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [HR help desk and case management](https://www.gane.ai/index/hr/experience/hr-help-desk-and-case-management/index.md) | 2% | 17 | 0% | 4 |
| [HR AI assistants](https://www.gane.ai/index/hr/experience/hr-ai-assistants/index.md) | 0% | 32 | 0% | 5 |

## What the models said for it

- "Focuses on a "self-healing" workflow where HR policies are digitized into actionable flows" (Qwen 3.7 Flash, HR help desk)
- "the strongest options for a 200 to 1,000 employee company are Harmony, Atomicwork and Leena AI" (Muse Glimmer 30B, HR AI assistants)
- "The best AI service desk for HR teams includes Harmony, Atomicwork, and Leena AI." (Llama 4 Maverick, HR AI assistants)
- "If AI automation is a priority, consider Harmony, Atomicwork, or Leena AI" (Mistral Small, HR help desk)

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Atomicwork, from 13 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- harmony.io: 6
- culturro.com: 5
- eesel.ai: 4
- suptask.com: 4
- teamspective.com: 4
- vizologi.com: 4
- axiobench.com: 3
- firsthr.app: 3
- gane.ai/index: 3
- leena.ai: 3

### Pages cited

- https://harmony.io/insights/best-ai-service-desk-for-hr-teams: 5
- https://culturro.com/hr-software/ai-hr-agents/for-enterprise: 4
- https://suptask.com/blog/best-hr-ticketing-system: 4
- https://teamspective.com/blog/ai-hr-assistant: 4
- https://vizologi.com/best-ai-hr-software-for-mid-market: 4
- https://axiobench.com/best/hr-help-desk-software: 3
- https://firsthr.app/compare/core-hr/hr-ticketing-system: 3
- https://www.gane.ai/index/hr/experience/hr-ai-assistants: 3

## 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.