# HR help desk and case management for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "HR help desk software" and as "HR case management and employee service portal", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/hr/experience/hr-help-desk-and-case-management/2026-11/enterprise

**Standing:** ServiceNow HR Service Delivery leads with 58% of first choices; verdict clear leader. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [ServiceNow HR Service Delivery](https://www.gane.ai/index/hr/vendors/servicenow-hr-service-delivery/index.md) | 58% | 19% | 69 |
| 2 | [Zendesk](https://www.gane.ai/index/hr/vendors/zendesk/index.md) | 8% | 16% | 32 |
| 3 | [Freshservice](https://www.gane.ai/index/hr/vendors/freshservice/index.md) | 6% | 15% | 20 |
| 4 | [Jira Service Management](https://www.gane.ai/index/hr/vendors/jira-service-management/index.md) | 4% | 35% | 20 |
| 6 | [Workday Help](https://www.gane.ai/index/hr/vendors/workday-help/index.md) | 2% | 7% | 15 |
| 7 | [Leena AI](https://www.gane.ai/index/hr/vendors/leena-ai/index.md) | 2% | 0% | 11 |
| 8 | [Oracle HR Help Desk](https://www.gane.ai/index/hr/vendors/oracle-hr-help-desk/index.md) | 2% | 10% | 10 |
| 15 | [Dovetail Software](https://www.gane.ai/index/hr/vendors/dovetail-software/index.md) | 0% | 0% | 16 |
| 16 | [Workday HCM](https://www.gane.ai/index/hr/vendors/workday-hcm/index.md) | 0% | 7% | 14 |
| 17 | [Oracle Fusion Cloud HCM](https://www.gane.ai/index/hr/vendors/oracle-fusion-cloud-hcm/index.md) | 0% | 7% | 15 |
| 18 | [SAP SuccessFactors](https://www.gane.ai/index/hr/vendors/sap-successfactors/index.md) | 0% | 21% | 24 |
| 19 | [Applaud](https://www.gane.ai/index/hr/vendors/applaud/index.md) | 0% | 8% | 12 |

Rank is by share of first choices among all 113 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Zendesk; alternatives HappyFox Help Desk, Oracle HR Help Desk, ServiceNow HR Service Delivery
- GPT-5.4 mini: ServiceNow HR Service Delivery; alternatives Oracle Fusion Cloud HCM, Oracle HR Help Desk, SAP SuccessFactors
- Gemini 3.5 Flash: ServiceNow HR Service Delivery, Workday Help; alternatives Freshservice, Jira Service Management, Zendesk for Employee Experience
- Perplexity Sonar: ServiceNow HR Service Delivery; alternatives Dovetail Software, Jira Service Management, Suptask, Unthread
- Grok 4.20: ServiceNow HR Service Delivery; alternatives Freshservice, Microsoft Dynamics 365 Customer Service, Zendesk
- Mistral Small: Microsoft Dynamics 365 Customer Service, ServiceNow HR Service Delivery; alternatives Freshservice, Zendesk
- DeepSeek V4 Flash: ServiceNow HR Service Delivery; alternatives Leena AI, Moveworks, Oracle HR Help Desk, SAP SuccessFactors Employee Central Service Center
- Llama 4 Maverick: Freshservice; alternatives ServiceNow HR Service Delivery, Zendesk, Zoho Desk
- Qwen 3.7 Flash: ServiceNow HR Service Delivery; alternatives Freshservice, Microsoft Dynamics 365 Customer Service, Zendesk
- Kimi K2: ServiceNow HR Service Delivery; alternatives Workday HCM, Zendesk
- GLM 4.7 FlashX: Zendesk; alternatives Freshservice, Oracle Fusion Cloud HCM, Oracle PeopleSoft HCM, SAP SuccessFactors
- MiniMax M2.5: ServiceNow HR Service Delivery; alternatives Moveworks, Oracle HR Help Desk, SAP SuccessFactors Employee Central Service Center, UKG HR Service Delivery Platform
- GPT-6 Luna: ServiceNow HR Service Delivery; alternatives SAP SuccessFactors Enterprise Service Management, Workday Help
- Muse Glimmer 30B: ServiceNow HR Service Delivery; alternatives Freshservice, Microsoft Dynamics 365 Customer Service, Serval, Zendesk

## Sources the answers cite

75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- servicenow.com: 33 answers, 75 citations
- g2.com: 31 answers, 74 citations
- peoplemanagingpeople.com: 26 answers, 39 citations
- suptask.com: 20 answers, 22 citations
- workday.com: 12 answers, 18 citations
- capterra.com: 12 answers, 17 citations
- guideflow.com: 12 answers, 14 citations
- sourceforge.net: 11 answers, 13 citations

Pages named in the most answers:

- https://suptask.com/blog/best-hr-ticketing-system (20 answers)
- https://g2.com/categories/hr-service-delivery/enterprise (19 answers)
- https://peoplemanagingpeople.com/tools/hr-service-delivery-software (14 answers)
- https://kurums.com/best-hr-case-management-software-2026-comparison?v=653f5ac96a69 (11 answers)
- https://g2.com/products/servicenow-hr-service-delivery/competitors/alternatives (10 answers)
- https://guideflow.com/blog/hr-service-delivery-software (10 answers)
- https://peoplemanagingpeople.com/tools/best-enterprise-hr-software (10 answers)
- https://servicenow.com/products/hr-service-delivery.html (10 answers)
- https://solutions.trustradius.com/buyer-blog/top-10-hr-management-software-for-enterprise-businesses-in-2024 (10 answers)
- https://firsthr.app/compare/core-hr/hr-ticketing-system (9 answers)

## Warned against

- ServiceNow HR Service Delivery: 13 of 69 labels negative. "What to Avoid for Predictable Cost - ServiceNow HR Service Delivery: Quote-based pricing with custom enterprise contracts (no transparency)" (GLM 4.7 FlashX, budget prompt)
- BambooHR: 7 of 9 labels negative. "Do not use a standard HRIS (like Workday, BambooHR, or Rippling) solely for the "Help Desk" function." (Qwen 3.7 Flash, budget prompt)
- Jira Service Management: 7 of 20 labels negative. "What to Avoid: Using standard, uncustomized instances of Zendesk, Salesforce Service Cloud, or Atlassian Jira solely for HR operations" (Qwen 3.7 Flash, negative prompt)
- Zendesk: 5 of 32 labels negative. "What to Avoid: Using standard, uncustomized instances of Zendesk, Salesforce Service Cloud, or Atlassian Jira solely for HR operations" (Qwen 3.7 Flash, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: ServiceNow HR Service Delivery at 58%.

- ServiceNow HR Service Delivery: 62% to 58%, −4. Inside the floor by 9 points · rank 1 of 113, unchanged.
- Freshservice: 2% to 6%, +4. Inside the floor by 9 points · rank 7 → 3 of 113.
- Jira Service Management: 6% to 4%, −2. Inside the floor by 11 points · rank 3 → 4 of 113.
- Workday Help: 0% to 2%, +2. Inside the floor by 11 points · rank 18 → 6 of 113.
- Leena AI: 0% to 2%, +2. Inside the floor by 11 points · rank 33 → 7 of 113.
- Oracle HR Help Desk: 0% to 2%, +2. Inside the floor by 11 points · rank 20 → 8 of 113.
- Oracle Fusion Cloud HCM: 2% to 0%, −2. Inside the floor by 11 points · rank 6 → 17 of 113.
- Workday HR Service Delivery: 2% to 0%, −2. Inside the floor by 11 points · rank 5 → 36 of 113.
- Zendesk: 8% to 8%, ±0. Inside the floor by 13 points · rank 2 of 113, unchanged.
- Dovetail Software: 0% to 0%, ±0. Inside the floor by 13 points · rank 25 → 15 of 113.
- Workday HCM: 0% to 0%, ±0. Inside the floor by 13 points · rank 19 → 16 of 113.
- SAP SuccessFactors: 0% to 0%, ±0. Inside the floor by 13 points · rank 16 → 18 of 113.

## 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.