# Talent intelligence for small business buyers: what AI models recommend, October 2026

HR AI Recommendation Index, October 2026 Edition. Asked as "talent intelligence platform" and as "AI talent platform for hiring and mobility", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://hr-ai-index.com/performance/talent-intelligence/smb/

**Standing:** Pin leads with 21% 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 | 21% | 0% | 30 |
| 2 | Loxo | 10% | 12% | 26 |
| 3 | Metaview | 10% | 9% | 22 |
| 4 | Gem | 8% | 3% | 34 |
| 5 | Manatal | 6% | 6% | 16 |
| 6 | Zoho Recruit | 4% | 0% | 12 |
| 7 | SeekOut | 4% | 24% | 25 |
| 8 | hireEZ | 2% | 12% | 33 |
| 9 | Ashby | 2% | 6% | 18 |
| 10 | Juicebox | 2% | 6% | 18 |
| 11 | Phenom | 2% | 84% | 25 |
| 12 | Eightfold AI | 2% | 84% | 37 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Arya, Pin; alternatives Ashby, Gem, Metaview, TurboHire
- GPT-5.4 mini: Loxo; alternatives Gem
- Gemini 3.5 Flash: Pin; alternatives Loxo, Metaview, SeekOut, hireEZ
- Perplexity Sonar: Loxo, Pin; alternatives Arya, Juicebox, LinkedIn Talent Insights
- Grok 4.1 Fast: Loxo; alternatives Gem, Juicebox, Pin, hireEZ
- Mistral Small: Loxo
- DeepSeek V4 Flash: Ashby; alternatives Juicebox, Metaview, Zoho Recruit
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: hireEZ; alternatives Apollo.io, Gem, GoHire, SeekOut
- Kimi K2: Gem; alternatives Ashby, Juicebox, Pin, Qureos
- GLM 4.7 FlashX: Metaview, Pin; alternatives Gem, Lessie AI, hireEZ
- MiniMax M2.5: SeekOut; alternatives Breezy HR, Greenhouse, JazzHR, LeverTRM
- GPT-6 Luna: Gem; alternatives LinkedIn Talent Insights, SeekOut Recruit Core
- Muse Glimmer 30B: Lessie AI; alternatives Loxo, Pin

## 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: 49 answers, 99 citations
- skima.ai: 42 answers, 50 citations
- learn.g2.com: 41 answers, 44 citations
- g2.com: 38 answers, 62 citations
- hiretruffle.com: 36 answers, 41 citations
- metaview.ai: 32 answers, 44 citations
- xobin.com: 31 answers, 31 citations
- linkedin.com: 20 answers, 20 citations

Pages named in the most answers:

- https://learn.g2.com/best-talent-intelligence-software (40 answers)
- https://skima.ai/blog/industry-trends-and-insights/talent-intelligence-tools (39 answers)
- https://pin.com/blog/talent-intelligence-software (34 answers)
- https://metaview.ai/resources/blog/talent-intelligence-platforms (31 answers)
- https://xobin.com/blog/best-talent-intelligence-platforms (31 answers)
- https://g2.com/categories/talent-intelligence/small-business (27 answers)
- https://hiretruffle.com/blog/talent-intelligence-platforms (22 answers)
- https://pin.com/blog/talent-intelligence-platforms (19 answers)
- https://linkedin.com/products/categories/talent-intelligence-software (17 answers)
- https://hiretruffle.com/blog/best-recruiting-automation-software (16 answers)

## Warned against

- Eightfold AI: 31 of 37 labels negative. "Most enterprise-sized talent intelligence suites (Eightfold, Beamery, Phenom, iCIMS, Workday Skills Cloud, Gloat, LinkedIn Talent Insights, etc.) are not built for small businesses" (Muse Glimmer 30B, negative prompt)
- Phenom: 21 of 25 labels negative. "*Why to avoid:* Phenom typically charges $7–$13 per employee per month, with annual contracts regularly starting at $100,000+" (Gemini 3.5 Flash, negative prompt)
- Gloat: 20 of 24 labels negative. "Why to Avoid: These are comprehensive "talent operating systems"... typically start at high price points ($10,000+/month range)" (Qwen 3.7 Flash, negative prompt)
- Beamery: 20 of 24 labels negative. "*Why to avoid:* Beamery does not publish public pricing, and its custom contracts regularly hover between $75,000 and $220,000+ per year" (Gemini 3.5 Flash, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Pin at 22%.

- Lessie AI: 14% to 2%, −12. Inside the floor by 1 point · rank 3 → 13 of 100.
- Gem: 14% to 7%, −7. Inside the floor by 6 points · rank 2 → 4 of 100.
- Metaview: 4% to 10%, +6. Inside the floor by 7 points · rank 6 → 3 of 100.
- SeekOut: 0% to 5%, +5. Inside the floor by 8 points · rank 78 → 7 of 100.
- Wrangle: 4% to 0%, −4. Inside the floor by 9 points · rank 8 → 52 of 100.
- Pin: 18% to 22%, +4. Inside the floor by 9 points · rank 1 of 100, unchanged.
- Juicebox: 0% to 2%, +2. Inside the floor by 11 points · rank 24 → 11 of 100.
- Phenom: 0% to 2%, +2. Inside the floor by 11 points · rank 82 → 17 of 100.
- Loxo: 10% to 12%, +2. Inside the floor by 11 points · rank 4 → 2 of 100.
- hireEZ: 4% to 2%, −2. Inside the floor by 11 points · rank 7 → 9 of 100.
- Eightfold AI: 4% to 2%, −2. Inside the floor by 11 points · rank 9 → 18 of 100.
- Manatal: 6% to 7%, +1. Inside the floor by 12 points · rank 5 of 100, unchanged.

## 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, October 2026 Edition, hr-ai-index.com.