# Talent intelligence: what AI models recommend, September 2026

HR AI Recommendation 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://hr-ai-index.com/performance/talent-intelligence/

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

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Pin | 17% | 0% | 25 |
| 2 | Gem | 15% | 0% | 24 |
| 3 | Lessie AI | 12% | 0% | 11 |
| 4 | Eightfold AI | 12% | 55% | 51 |
| 5 | hireEZ | 8% | 11% | 28 |
| 6 | Metaview | 6% | 0% | 21 |
| 7 | SeekOut | 6% | 13% | 31 |
| 8 | Loxo | 4% | 11% | 18 |
| 9 | Phenom | 2% | 48% | 23 |
| 10 | 365Talents | 0% | 8% | 12 |
| 11 | Findem | 0% | 15% | 13 |
| 12 | LinkedIn Talent Insights | 0% | 10% | 10 |

## 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; alternatives Eightfold AI
- Gemini 3.5 Flash: Gem; alternatives Findem, SeekOut, hireEZ
- Perplexity Sonar: hireEZ; alternatives Lightcast, Pin
- Grok 4.1 Fast: Gem; alternatives Loxo, Metaview, hireEZ
- Mistral Small: Gem, Metaview
- DeepSeek V4 Flash: Gem; alternatives Lessie AI, Pin, SeekOut, 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, hireEZ
- GLM 4.7 FlashX: Pin; alternatives Metaview, SeekOut, iCIMS Talent Cloud
- MiniMax M2.5: SeekOut, 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: 43 answers, 70 citations
- metaview.ai: 37 answers, 44 citations
- learn.g2.com: 30 answers, 32 citations
- guideflow.com: 24 answers, 26 citations
- hiretruffle.com: 19 answers, 19 citations
- g2.com: 18 answers, 48 citations
- sapia.ai: 18 answers, 18 citations
- engagedly.com: 16 answers, 23 citations

Pages named in the most answers:

- https://pin.com/blog/talent-intelligence-platforms (38 answers)
- https://metaview.ai/resources/blog/talent-intelligence-platforms (37 answers)
- https://learn.g2.com/best-talent-intelligence-software (30 answers)
- https://pin.com/blog/talent-intelligence-software (21 answers)
- https://guideflow.com/blog/talent-intelligence-software (20 answers)
- https://sapia.ai/resources/blog/talent-intelligence-platforms (18 answers)
- https://hiretruffle.com/blog/talent-intelligence-platforms (16 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 4.1 Fast, paraphrase prompt)
- Phenom: 11 of 23 labels negative. "Avoid for your size: Eightfold/Phenom/Gloat\u2014enterprise-heavy, pricey ($100K+)" (Grok 4.1 Fast, paraphrase prompt)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.