# Talent intelligence: 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 a mid-market B2B company. Page: https://www.gane.ai/index/hr/performance/talent-intelligence/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since.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/index.md

**Standing:** Pin leads with 17% of first choices; verdict contested. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Pin](https://www.gane.ai/index/hr/vendors/pin/index.md) | 17% | 0% | 25 |
| 2 | [Gem](https://www.gane.ai/index/hr/vendors/gem/index.md) | 15% | 0% | 24 |
| 3 | [Lessie AI](https://www.gane.ai/index/hr/vendors/lessie-ai/index.md) | 12% | 0% | 11 |
| 4 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 12% | 55% | 51 |
| 5 | [hireEZ](https://www.gane.ai/index/hr/vendors/hireez/index.md) | 8% | 11% | 28 |
| 6 | [Metaview](https://www.gane.ai/index/hr/vendors/metaview/index.md) | 6% | 0% | 21 |
| 7 | [SeekOut Recruit](https://www.gane.ai/index/hr/vendors/seekout-recruit/index.md) | 6% | 13% | 31 |
| 8 | [Loxo](https://www.gane.ai/index/hr/vendors/loxo/index.md) | 4% | 11% | 18 |
| 16 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 2% | 48% | 23 |
| 18 | [365Talents](https://www.gane.ai/index/hr/vendors/365talents/index.md) | 0% | 8% | 12 |
| 19 | [Findem](https://www.gane.ai/index/hr/vendors/findem/index.md) | 0% | 15% | 13 |
| 20 | [LinkedIn Talent Insights](https://www.gane.ai/index/hr/vendors/linkedin-talent-insights/index.md) | 0% | 10% | 10 |

Rank is by share of first choices among all 76 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: Bryq; alternatives GoPerfect, Skima AI, iCIMS Talent Cloud
- GPT-5.4 mini: SeekOut Recruit; alternatives Eightfold AI
- Gemini 3.5 Flash: Gem; alternatives Findem, SeekOut Recruit, hireEZ
- Perplexity Sonar: hireEZ; alternatives Lightcast, Pin
- Grok 4.20: Gem; alternatives Loxo, Metaview, hireEZ
- Mistral Small: Gem, Metaview
- DeepSeek V4 Flash: Gem; alternatives Lessie AI, Pin, SeekOut Recruit, hireEZ
- Llama 4 Maverick: Lessie AI; alternatives AmazingHiring, Gem, hireEZ
- Qwen 3.7 Flash: Gem; alternatives AmazingHiring, hireEZ, iCIMS Talent Cloud
- Kimi K2: Gem; alternatives Pin, SeekOut Recruit, hireEZ
- GLM 4.7 FlashX: Pin; alternatives Metaview, SeekOut Recruit, iCIMS Talent Cloud
- MiniMax M2.5: SeekOut Recruit, hireEZ; alternatives Greenhouse

## 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: 47 answers, 78 citations
- metaview.ai: 41 answers, 49 citations
- learn.g2.com: 31 answers, 33 citations
- guideflow.com: 24 answers, 26 citations
- hiretruffle.com: 23 answers, 23 citations
- g2.com: 20 answers, 50 citations
- sapia.ai: 19 answers, 19 citations
- hrtechsaas.com: 18 answers, 25 citations

Pages named in the most answers:

- https://pin.com/blog/talent-intelligence-platforms (42 answers)
- https://metaview.ai/resources/blog/talent-intelligence-platforms (41 answers)
- https://learn.g2.com/best-talent-intelligence-software (31 answers)
- https://pin.com/blog/talent-intelligence-software (22 answers)
- https://guideflow.com/blog/talent-intelligence-software (20 answers)
- https://hiretruffle.com/blog/talent-intelligence-platforms (20 answers)
- https://sapia.ai/resources/blog/talent-intelligence-platforms (19 answers)
- https://jobspipe.dev/talent-intelligence-platforms (15 answers)
- https://lessie.ai/blog/talent-intelligence-platforms (15 answers)
- https://wrangle.ai/blogs/best-talent-intelligence-platforms-2026 (15 answers)

## Warned against

- Eightfold AI: 28 of 51 labels negative. "Eightfold AI (Extreme Caution on "Match Scores")... class-action lawsuit... acts as a "consumer reporting agency" under the Fair Credit Reporting Act" (Gemini 3.5 Flash, negative prompt)
- Beamery: 18 of 31 labels negative. "Beamery, with average annual contracts around $220,000... make it impractical for recruiting agencies or mid-market teams" (Claude Haiku 4.5, budget prompt)
- Gloat: 12 of 25 labels negative. "Avoid for your size: Eightfold/Phenom/Gloat\u2014enterprise-heavy, pricey ($100K+)" (Grok 4.20, paraphrase prompt)
- Workday Skills Cloud: 10 of 13 labels negative. "Currently facing a federal class-action lawsuit (*Mobley v. Workday*) alleging systematic algorithmic discrimination in applicant screening" (MiniMax M2.5, 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.