# Talent intelligence: what AI models recommend, October 2026

Gane 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 mid-market B2B company. Page: https://www.gane.ai/index/hr/performance/talent-intelligence/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/performance/talent-intelligence/index.md

**Standing:** Pin leads with 27% of first choices; verdict contested. 49 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) | 27% | 0% | 26 |
| 2 | [Gem](https://www.gane.ai/index/hr/vendors/gem/index.md) | 14% | 8% | 24 |
| 3 | [hireEZ](https://www.gane.ai/index/hr/vendors/hireez/index.md) | 10% | 15% | 27 |
| 4 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 8% | 54% | 59 |
| 5 | [Fuel50](https://www.gane.ai/index/hr/vendors/fuel50/index.md) | 6% | 9% | 11 |
| 7 | [SeekOut Recruit](https://www.gane.ai/index/hr/vendors/seekout-recruit/index.md) | 4% | 9% | 32 |
| 8 | [Metaview](https://www.gane.ai/index/hr/vendors/metaview/index.md) | 4% | 0% | 16 |
| 9 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 4% | 40% | 30 |
| 10 | [Findem](https://www.gane.ai/index/hr/vendors/findem/index.md) | 2% | 8% | 13 |
| 17 | [Beamery](https://www.gane.ai/index/hr/vendors/beamery/index.md) | 2% | 48% | 33 |
| 24 | [LinkedIn Talent Insights](https://www.gane.ai/index/hr/vendors/linkedin-talent-insights/index.md) | 0% | 27% | 11 |
| 76 | [Gloat](https://www.gane.ai/index/hr/vendors/gloat/index.md) | 0% | 42% | 33 |

Rank is by share of first choices among all 88 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: Arya, Pin; alternatives Engagedly, Lattice, iCIMS Talent Cloud
- GPT-5.4 mini: 365Talents; alternatives Fuel50, Phenom, SeekOut Recruit
- Gemini 3.5 Flash: Gem; alternatives Findem, SeekOut Recruit, hireEZ
- Perplexity Sonar: Pin; alternatives Eightfold AI, Gem, Lightcast, SeekOut Recruit
- Grok 4.20: Gem, hireEZ; alternatives Bryq, Phenom, SeekOut Recruit
- Mistral Small: Gem; alternatives Eightfold AI, Neobrain
- DeepSeek V4 Flash: Gem; alternatives Fuel50, Pin, hireEZ
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Eightfold AI; alternatives Gem, RepVisor, SeekOut Recruit, ZoomInfo Talent
- Kimi K2: SeekOut Recruit; alternatives Findem, Gem
- GLM 4.7 FlashX: Pin; alternatives Eightfold AI, SeekOut Recruit, hireEZ
- MiniMax M2.5: Metaview, hireEZ; alternatives Gem, SeekOut Recruit
- GPT-6 Luna: SeekOut Recruit; alternatives Lightcast
- Muse Glimmer 30B: hireEZ; alternatives Gem, SeekOut Recruit

## Sources the answers cite

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

- pin.com: 50 answers, 106 citations
- skima.ai: 38 answers, 45 citations
- learn.g2.com: 35 answers, 35 citations
- g2.com: 33 answers, 56 citations
- guideflow.com: 33 answers, 35 citations
- metaview.ai: 29 answers, 39 citations
- hrtechsaas.com: 26 answers, 37 citations
- xobin.com: 25 answers, 25 citations

Pages named in the most answers:

- https://pin.com/blog/talent-intelligence-platforms (35 answers)
- https://learn.g2.com/best-talent-intelligence-software (34 answers)
- https://skima.ai/blog/industry-trends-and-insights/talent-intelligence-tools (34 answers)
- https://pin.com/blog/talent-intelligence-software (32 answers)
- https://guideflow.com/blog/talent-intelligence-software (28 answers)
- https://xobin.com/blog/best-talent-intelligence-platforms (25 answers)
- https://metaview.ai/resources/blog/talent-intelligence-platforms (24 answers)
- https://jobspipe.dev/talent-intelligence-platforms (20 answers)
- https://sapia.ai/resources/blog/talent-intelligence-platforms (18 answers)
- https://hiretruffle.com/blog/talent-intelligence-platforms (16 answers)

## Warned against

- Eightfold AI: 32 of 59 labels negative. "Eightfold AI (Extreme Caution on 'Match Scores')… class-action lawsuit… acts as a 'consumer reporting agency' under the Fair Credit Reporting Act"... "Avoid for your size: Eightfold/Phenom/Gloat" (Muse Glimmer 30B, negative prompt)
- Gloat: 14 of 33 labels negative. "you should generally avoid the following enterprise-native TIPs... Gloat or Workday Skills Cloud: Best suited for internal workforce planning" (Gemini 3.5 Flash, direct prompt)
- Beamery: 16 of 33 labels negative. "Enterprise tools like Eightfold or Beamery are pricier ($10K+/year) and overkill for budgets." (Grok 4.20, budget prompt)
- Phenom: 12 of 30 labels negative. "Avoid for your size: Eightfold/Phenom/Gloat—enterprise-heavy, pricey ($100K+)" (Muse Glimmer 30B, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Pin at 28%.

- Lessie AI: 12% to 0%, −12. Inside the floor by 1 point · rank 3 → 56 of 79.
- Pin: 17% to 28%, +11. Inside the floor by 2 points · rank 1 of 79, unchanged.
- SeekOut Recruit: 6% to 2%, −4. Inside the floor by 9 points · rank 7 → 8 of 79.
- Eightfold AI: 12% to 9%, −3. Inside the floor by 10 points · rank 4 of 79, unchanged.
- Fuel50: 4% to 7%, +3. Inside the floor by 10 points · rank 9 → 5 of 79.
- Findem: 0% to 2%, +2. Inside the floor by 11 points · rank 19 → 9 of 79.
- Loxo: 4% to 2%, −2. Inside the floor by 11 points · rank 8 → 10 of 79.
- 365Talents: 0% to 2%, +2. Inside the floor by 11 points · rank 18 → 11 of 79.
- Beamery: 0% to 2%, +2. Inside the floor by 11 points · rank 75 → 15 of 79.
- Gem: 15% to 16%, +1. Inside the floor by 12 points · rank 2 of 79, unchanged.
- hireEZ: 8% to 9%, +1. Inside the floor by 12 points · rank 5 → 3 of 79.
- Metaview: 6% to 5%, −1. Inside the floor by 12 points · rank 6 → 7 of 79.

## Record

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