# Pin vs Eightfold AI: which do AI models recommend for talent intelligence, October 2026

HR AI Recommendation Index, October 2026 Edition, Talent intelligence. Three of fourteen models named Pin first on the direct prompt; one named Eightfold AI. Page: https://hr-ai-index.com/performance/talent-intelligence/pin-vs-eightfold-ai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Pin | 27% | #1 of 13 | 0% | 26 | 13 of 14 |
| Eightfold AI | 8% | #4 of 13 | 54% | 59 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: pin first (first choices: Arya, Pin) (alternatives: Engagedly, Lattice, iCIMS Talent Cloud)
- Perplexity Sonar: pin first (first choices: Pin) (alternatives: Eightfold AI, Gem, Lightcast, SeekOut, hireEZ)
- GLM 4.7 FlashX: pin first (first choices: Pin) (alternatives: Eightfold AI, SeekOut, hireEZ)
- Qwen 3.7 Flash: eightfold ai first (first choices: Eightfold AI) (alternatives: Gem, RepVisor, SeekOut, ZoomInfo Talent)
- Mistral Small: neither first, one named (first choices: Gem) (alternatives: Eightfold AI, Neobrain)
- DeepSeek V4 Flash: neither first, one named (first choices: Gem) (alternatives: Fuel50, Pin, hireEZ)
- GPT-5.4 mini: neither named (first choices: 365Talents) (alternatives: Fuel50, Phenom, SeekOut)
- Gemini 3.5 Flash: neither named (first choices: Gem) (alternatives: Findem, SeekOut, hireEZ)
- Grok 4.1 Fast: neither named (first choices: Gem, hireEZ) (alternatives: Bryq, Phenom, SeekOut)
- Llama 4 Maverick: neither named
- Kimi K2: neither named (first choices: SeekOut) (alternatives: Findem, Gem)
- MiniMax M2.5: neither named (first choices: Metaview, hireEZ) (alternatives: Gem, SeekOut)
- GPT-6 Luna: neither named (first choices: SeekOut Recruit) (alternatives: Lightcast)
- Muse Glimmer 30B: neither named (first choices: hireEZ) (alternatives: Gem, SeekOut)

## What the models said about Pin

- "The best talent intelligence platform for a company with a limited budget is Pin, which starts at $100/month and has a free tier." (Llama 4 Maverick, budget prompt, first choice)

## What the models said about Eightfold AI

- ""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, hard negative)
- "This is currently the most notable case. In January 2026, a class-action lawsuit (*Kistler v. Eightfold AI*) was filed in California alleging violations of the Fair Credit Reporting Act (FCRA)." (MiniMax M2.5, negative prompt, hard negative)
- "you should generally avoid the following enterprise-native TIPs... Eightfold AI: ... high total cost of ownership (TCO) and long, intensive implementation timelines." (Gemini 3.5 Flash, direct prompt, hard negative)
- "Eightfold AI — The Enterprise Heavyweight ... Best for: Large enterprises needing end-to-end talent intelligence across acquisition, internal mobility, and workforce planning." (DeepSeek V4 Flash, comparative prompt, first choice)
- "Primary Focus: Enterprise Skills Intelligence & Full-Lifecycle Matching... Extreme AI scale... Note: Implementation is highly complex, expensive" (Gemini 3.5 Flash, comparative prompt, first choice)
- "I'd generally recommend Eightfold AI if your top priority is a single platform that combines external hiring + internal mobility" (GPT-5.4 mini, paraphrase prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.