# Talent intelligence for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "talent intelligence platform" and as "AI talent platform for hiring and mobility", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/hr/performance/talent-intelligence/2026-09/enterprise

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/performance/talent-intelligence/enterprise/index.md

**Standing:** Eightfold AI leads with 72% of first choices; verdict clear leader. 40 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) | 72% | 11% | 55 |
| 2 | [SeekOut Recruit](https://www.gane.ai/index/hr/vendors/seekout-recruit/index.md) | 5% | 18% | 33 |
| 3 | [Gloat](https://www.gane.ai/index/hr/vendors/gloat/index.md) | 2% | 13% | 31 |
| 4 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 2% | 25% | 36 |
| 5 | [365Talents](https://www.gane.ai/index/hr/vendors/365talents/index.md) | 2% | 0% | 11 |
| 6 | [Workday Skills Cloud](https://www.gane.ai/index/hr/vendors/workday-skills-cloud/index.md) | 2% | 29% | 14 |
| 7 | [LinkedIn Talent Insights](https://www.gane.ai/index/hr/vendors/linkedin-talent-insights/index.md) | 2% | 20% | 10 |
| 12 | [Beamery](https://www.gane.ai/index/hr/vendors/beamery/index.md) | 0% | 28% | 36 |
| 13 | [Findem](https://www.gane.ai/index/hr/vendors/findem/index.md) | 0% | 0% | 13 |
| 14 | [Lightcast](https://www.gane.ai/index/hr/vendors/lightcast/index.md) | 0% | 0% | 10 |
| 16 | [Loxo](https://www.gane.ai/index/hr/vendors/loxo/index.md) | 0% | 10% | 10 |

Rank is by share of first choices among all 62 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: Eightfold AI; alternatives Beamery, Phenom
- GPT-5.4 mini: LinkedIn Talent Insights; alternatives 365Talents, HiredScore, Phenom, SeekOut Recruit
- Gemini 3.5 Flash: Eightfold AI; alternatives Findem, Phenom, SeekOut Recruit
- Perplexity Sonar: Eightfold AI; alternatives Beamery, Draup, Lightcast, LinkedIn Talent Insights
- Grok 4.20: Eightfold AI; alternatives Beamery, Gloat
- Mistral Small: Eightfold AI; alternatives Gloat, SeekOut Recruit
- DeepSeek V4 Flash: Eightfold AI; alternatives Gloat, Lightcast, SeekOut Recruit
- Llama 4 Maverick: Eightfold AI
- Qwen 3.7 Flash: Eightfold AI; alternatives Gem, SeekOut Recruit, hireEZ
- Kimi K2: Eightfold AI; alternatives Beamery, SeekOut Recruit, hireEZ
- GLM 4.7 FlashX: Eightfold AI; alternatives Beamery, Findem, Gem, Lightcast
- MiniMax M2.5: Eightfold AI; alternatives 365Talents, Gem, Loxo, hireEZ

## Sources the answers cite

67 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- pin.com: 40 answers, 66 citations
- metaview.ai: 32 answers, 33 citations
- guideflow.com: 31 answers, 32 citations
- bestrecruitingtools.com: 26 answers, 26 citations
- hrtechsaas.com: 24 answers, 37 citations
- g2.com: 23 answers, 38 citations
- hiretruffle.com: 23 answers, 25 citations
- jobspipe.dev: 22 answers, 22 citations

Pages named in the most answers:

- https://pin.com/blog/talent-intelligence-platforms (34 answers)
- https://metaview.ai/resources/blog/talent-intelligence-platforms (32 answers)
- https://guideflow.com/blog/talent-intelligence-software (28 answers)
- https://bestrecruitingtools.com/blog/best-talent-intelligence-platforms-enterprise-2026 (26 answers)
- https://hiretruffle.com/blog/talent-intelligence-platforms (23 answers)
- https://pin.com/blog/talent-intelligence-software (23 answers)
- https://jobspipe.dev/talent-intelligence-platforms (22 answers)
- https://learn.g2.com/best-talent-intelligence-software (22 answers)
- https://wrangle.ai/blogs/best-talent-intelligence-platforms-2026 (18 answers)
- https://hrtechsaas.com/blog/best-talent-intelligence-platforms (17 answers)

## Warned against

- Beamery: 10 of 36 labels negative. "Beamery\u2014while widely respected ... has faced criticisms from some enterprise users regarding past support bottlenecks, API limitations, and corporate downsizing" (Gemini 3.5 Flash, negative prompt)
- SeekOut Recruit: 6 of 33 labels negative. "If you use seat-based platforms like LinkedIn Recruiter or SeekOut, trying to scale access to thousands of users can quickly drive licensing costs into millions of dollars." (Gemini 3.5 Flash, budget prompt)
- Eightfold AI: 6 of 55 labels negative. "a groundbreaking proposed class-action lawsuit was filed against Eightfold AI. The suit alleges that Eightfold's AI-generated suitability scores ... violate the Fair Credit Reporting Act" (Gemini 3.5 Flash, negative prompt)
- Phenom: 9 of 36 labels negative. "Avoid Phenom if you want internal mobility or predictive analytics—you will get a great career site, not intelligence." (DeepSeek V4 Flash, negative prompt)

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/hr.