# HR AI assistants for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "AI assistant for HR teams" and as "HR chatbot for employee questions", 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-ai-assistants/enterprise

**Standing:** Moveworks leads with 35% of first choices; verdict contested. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Moveworks](https://www.gane.ai/index/hr/vendors/moveworks/index.md) | 35% | 7% | 43 |
| 2 | [Leena AI](https://www.gane.ai/index/hr/vendors/leena-ai/index.md) | 24% | 4% | 50 |
| 4 | [Workday Illuminate](https://www.gane.ai/index/hr/vendors/workday-illuminate/index.md) | 6% | 15% | 39 |
| 5 | [ServiceNow HR Service Delivery](https://www.gane.ai/index/hr/vendors/servicenow-hr-service-delivery/index.md) | 4% | 0% | 19 |
| 6 | [Espressive Barista](https://www.gane.ai/index/hr/vendors/espressive-barista/index.md) | 4% | 0% | 10 |
| 8 | [Workativ Assistant](https://www.gane.ai/index/hr/vendors/workativ-assistant/index.md) | 2% | 6% | 16 |
| 113 | [ChatGPT](https://www.gane.ai/index/hr/vendors/chatgpt/index.md) | 0% | 60% | 10 |

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: Moveworks; alternatives ChatGPT, Leena AI
- GPT-5.4 mini: Workday's HR AI / Self-Service Agent; alternatives Leena AI, ServiceNow HR Service Delivery with AI agents / HR Business Partner Assistant
- Gemini 3.5 Flash: Leena AI, Moveworks; alternatives Eightfold AI, Paradox, Phenom, SAP SuccessFactors
- Perplexity Sonar: Moveworks; alternatives Leena AI, ServiceNow HR Service Delivery, Workday Illuminate
- Grok 4.20: Moveworks; alternatives Leena AI, ServiceNow HR Service Management with AI, Workday Illuminate
- Mistral Small: Moveworks; alternatives IBM Watsonx Assistant, Kore.ai, Leena AI, Wonderchat
- DeepSeek V4 Flash: Moveworks; alternatives Leena AI, Oracle Fusion HCM AI Agents, ServiceNow AI Platform, Workday Illuminate
- Llama 4 Maverick: Moveworks; alternatives Leena AI, TriNet Assistant, Workday Illuminate
- Qwen 3.7 Flash: Moveworks; alternatives Leena AI, Paradox, ServiceNow Virtual Agent, Workday Illuminate
- Kimi K2: Moveworks; alternatives Glean, Leena AI, Microsoft 365 Copilot, Workday Illuminate
- GLM 4.7 FlashX: Moveworks; alternatives EnterpriseBot EVA, Galileo, IBM AskHR, Leena AI
- MiniMax M2.5: Moveworks; alternatives Leena AI, ServiceNow HR Service Delivery, Workday Illuminate, Zeligate
- GPT-6 Luna: ServiceNow EmployeeWorks; alternatives Now Assist for HRSD, Sana
- Muse Glimmer 30B: Moveworks; alternatives Leena AI, Wisq Harper, Workday Illuminate

## Sources the answers cite

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

- moveworks.com: 34 answers, 53 citations
- culturro.com: 23 answers, 36 citations
- teamspective.com: 23 answers, 23 citations
- workativ.com: 21 answers, 30 citations
- leena.ai: 16 answers, 30 citations
- workday.com: 16 answers, 23 citations
- gane.ai/index: 16 answers, 16 citations
- peoplemanagingpeople.com: 14 answers, 17 citations

Pages named in the most answers:

- https://teamspective.com/blog/ai-hr-assistant (23 answers)
- https://culturro.com/hr-software/ai-hr-agents/for-enterprise (20 answers)
- https://moveworks.com/us/en/resources/blog/best-ai-assistants-for-hr-efficiency (18 answers)
- https://gane.ai/index/hr/experience/hr-ai-assistants/enterprise (16 answers)
- https://culturro.com/hr-software/ai-hr-agents/compare (9 answers)
- https://gartner.com/reviews/market/ai-agents-in-hr (9 answers)
- https://theairankings.com/best-ai-for-hr (9 answers)
- https://botsify.com/blog/best-ai-agents-for-hr-teams (8 answers)
- https://peoplemanagingpeople.com/tools/best-hr-chatbots (8 answers)
- https://miniloop.ai/blog/best-hr-chatbots-2026 (7 answers)

## Warned against

- Workday Illuminate: 6 of 39 labels negative. "Why Avoid: If your enterprise relies on automated screening tools that make final hiring decisions without a human in the loop, you face significant personal and corporate liability." (GLM 4.7 FlashX, negative prompt)
- ChatGPT: 6 of 10 labels negative. "Avoid pure consumer tools (e.g., generic ChatGPT wrappers) as they rarely meet SOC 2/SSO/enterprise standards." (Grok 4.20, scale prompt)
- Moveworks: 3 of 43 labels negative. "Capable enterprise platform, but pricing is quote-only, making budget predictability weaker before negotiation." (Perplexity Sonar, budget prompt)
- HireVue: 2 of 2 labels negative. "HireVue remains the dominant brand in AI video interviewing but carries a compliance track record that should give any TA leader pause." (Muse Glimmer 30B, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Moveworks at 35%.

- Moveworks: 27% to 35%, +8. Inside the floor by 5 points · rank 1 of 113, unchanged.
- Workday Illuminate: 14% to 6%, −8. Inside the floor by 5 points · rank 3 → 4 of 113.
- Espressive Barista: 0% to 4%, +4. Inside the floor by 9 points · rank 19 → 6 of 113.
- Leena AI: 22% to 24%, +2. Inside the floor by 11 points · rank 2 of 113, unchanged.
- Workativ Assistant: 0% to 2%, +2. Inside the floor by 11 points · rank 36 → 8 of 113.
- ServiceNow HR Service Delivery: 4% to 4%, ±0. Inside the floor by 13 points · rank 5 of 113, unchanged.
- Paradox: 0% to 0%, ±0. Inside the floor by 13 points · rank 18 → 17 of 113.
- Eightfold AI: 0% to 0%, ±0. Inside the floor by 13 points · rank 85 → 25 of 113.
- ChatGPT: 0% to 0%, ±0. Inside the floor by 13 points · rank 110 → 113 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.