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

Gane Index, November 2026 Edition. Asked as "AI recruiter" and as "AI-powered candidate screening tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/hr/talent/ai-recruiting-assistants/2026-11/enterprise

**Standing:** Eightfold AI leads with 25% 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 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 25% | 13% | 52 |
| 2 | [HireVue](https://www.gane.ai/index/hr/vendors/hirevue/index.md) | 14% | 24% | 45 |
| 3 | [Paradox](https://www.gane.ai/index/hr/vendors/paradox/index.md) | 8% | 13% | 39 |
| 4 | [SeekOut](https://www.gane.ai/index/hr/vendors/seekout/index.md) | 6% | 0% | 29 |
| 5 | [iCIMS](https://www.gane.ai/index/hr/vendors/icims/index.md) | 6% | 4% | 23 |
| 6 | [Workday Recruiting](https://www.gane.ai/index/hr/vendors/workday-recruiting/index.md) | 4% | 33% | 24 |
| 11 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 2% | 5% | 22 |
| 12 | [HiredScore](https://www.gane.ai/index/hr/vendors/hiredscore/index.md) | 2% | 0% | 13 |
| 13 | [Greenhouse](https://www.gane.ai/index/hr/vendors/greenhouse/index.md) | 2% | 21% | 28 |
| 14 | [SmartRecruiters](https://www.gane.ai/index/hr/vendors/smartrecruiters/index.md) | 2% | 0% | 16 |
| 22 | [hireEZ](https://www.gane.ai/index/hr/vendors/hireez/index.md) | 0% | 6% | 16 |
| 23 | [Beamery](https://www.gane.ai/index/hr/vendors/beamery/index.md) | 0% | 0% | 10 |

Rank is by share of first choices among all 82 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: Pin; alternatives Eightfold AI, Greenhouse, iCIMS
- GPT-5.4 mini: Eightfold AI; alternatives Bullhorn Amplify, Gem, HiredScore, Paradox
- Gemini 3.5 Flash: Eightfold AI; alternatives Findem, Paradox, Phenom, SeekOut
- Perplexity Sonar: Greenhouse; alternatives Eightfold AI, SeekOut
- Grok 4.20: Eightfold AI; alternatives HiredScore, SeekOut
- Mistral Small: Eightfold AI, SeekOut; alternatives Greenhouse, HireVue, Perfect
- DeepSeek V4 Flash: Eightfold AI; alternatives Betts Connect AI, Greenhouse, HiredScore, Noon AI
- Llama 4 Maverick: HireVue; alternatives Eightfold AI, Greenhouse, SeekOut, Workable
- Qwen 3.7 Flash: Eightfold AI, Skima AI; alternatives SeekOut, hireEZ
- Kimi K2: Workday Recruiting, iCIMS; alternatives Eightfold AI, HireVue, LinkedIn Recruiter, Paradox
- GLM 4.7 FlashX: Eightfold AI; alternatives Greenhouse, HiredScore, Workday Recruiting, iCIMS
- MiniMax M2.5: Pin, Skima AI; alternatives Eightfold AI, GoodTime, HireVue, Workday Recruiting
- GPT-6 Luna: SeekOut; alternatives Eightfold AI, HiredScore, Paradox
- Muse Glimmer 30B: Eightfold AI; alternatives Gem, Greenhouse, Humanly, Lever

## Sources the answers cite

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

- pin.com: 22 answers, 27 citations
- herohunt.ai: 21 answers, 27 citations
- lever.co: 19 answers, 19 citations
- brighthire.com: 17 answers, 20 citations
- sapia.ai: 16 answers, 18 citations
- phenom.com: 15 answers, 22 citations
- seekout.com: 14 answers, 15 citations
- aiproductivity.ai: 12 answers, 14 citations

Pages named in the most answers:

- https://lever.co/insights/best-ai-recruiting-tools (19 answers)
- https://pin.com/blog/best-ai-recruiting-tools-enterprise (19 answers)
- https://sapia.ai/resources/blog/enterprise-recruitment-software (14 answers)
- https://brighthire.com/blog/best-ai-recruiting-tools (11 answers)
- https://aiproductivity.ai/blog/best-ai-recruiting-tools (10 answers)
- https://guideflow.com/blog/ai-recruiting-software (10 answers)
- https://ico.org.uk/media2/migrated/4031620/ai-in-recruitment-outcomes-report.pdf (10 answers)
- https://seekout.com/guides/ai-candidate-screening-software (10 answers)
- https://phenom.com/blog/what-makes-ai-recruiting-tool-safe-enterprise-use (9 answers)
- https://wrangle.ai/blogs/what-ai-recruiting-software-do-most-recruiters-recommend (9 answers)

## Warned against

- HireVue: 11 of 45 labels negative. "Frequently cited in complaints and lawsuits... Many experts recommend avoiding fully automated video scoring due to poor scientific validity" (Grok 4.20, negative prompt)
- Eightfold AI: 7 of 52 labels negative. "Sued for building "secret dossiers" on candidates without disclosure... Facing proposed class-action lawsuits" (GLM 4.7 FlashX, negative prompt)
- Paradox: 5 of 39 labels negative. "Most top-tier AI recruiting tools (Paradox, Eightfold, Greenhouse) are not recommended for your specific constraint" (GLM 4.7 FlashX, budget prompt)
- Greenhouse: 6 of 28 labels negative. "Most top-tier AI recruiting tools (Paradox, Eightfold, Greenhouse) are not recommended" (GLM 4.7 FlashX, budget prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Eightfold AI at 25%.

- Eightfold AI: 44% to 25%, −19. Cleared the floor by 6 points · rank 1 of 82, unchanged.
- HireVue: 7% to 14%, +7. Inside the floor by 6 points · rank 2 of 82, unchanged.
- Paradox: 2% to 8%, +6. Inside the floor by 7 points · rank 8 → 3 of 82.
- iCIMS: 2% to 6%, +4. Inside the floor by 9 points · rank 11 → 5 of 82.
- SeekOut: 4% to 6%, +2. Inside the floor by 11 points · rank 4 of 82, unchanged.
- Workday Recruiting: 2% to 4%, +2. Inside the floor by 11 points · rank 14 → 6 of 82.
- Pin: 2% to 4%, +2. Inside the floor by 11 points · rank 13 → 10 of 82.
- Phenom: 4% to 2%, −2. Inside the floor by 11 points · rank 5 → 11 of 82.
- Greenhouse: 0% to 2%, +2. Inside the floor by 11 points · rank 19 → 13 of 82.
- Gem: 2% to 0%, −2. Inside the floor by 11 points · rank 9 → 24 of 82.
- HiredScore: 2% to 2%, ±0. Inside the floor by 13 points · rank 12 of 82, unchanged.
- SmartRecruiters: 2% to 2%, ±0. Inside the floor by 13 points · rank 10 → 14 of 82.

## 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.