# Skills intelligence: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "skills intelligence platform" and as "skills taxonomy and inference tool", 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/skills-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This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since.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/skills-intelligence/index.md

**Standing:** TalentGuard leads with 19% of first choices; verdict contested. 47 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [TalentGuard](https://www.gane.ai/index/hr/vendors/talentguard/index.md) | 19% | 0% | 15 |
| 2 | [Skills Base](https://www.gane.ai/index/hr/vendors/skills-base/index.md) | 17% | 0% | 12 |
| 3 | [iMocha](https://www.gane.ai/index/hr/vendors/imocha/index.md) | 9% | 0% | 18 |
| 4 | [Lightcast Open Skills](https://www.gane.ai/index/hr/vendors/lightcast-open-skills/index.md) | 9% | 8% | 12 |
| 5 | [TechWolf](https://www.gane.ai/index/hr/vendors/techwolf/index.md) | 9% | 18% | 11 |
| 6 | [365Talents](https://www.gane.ai/index/hr/vendors/365talents/index.md) | 6% | 0% | 11 |
| 8 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 4% | 59% | 27 |
| 9 | [Fuel50](https://www.gane.ai/index/hr/vendors/fuel50/index.md) | 2% | 8% | 12 |
| 20 | [LinkedIn Learning](https://www.gane.ai/index/hr/vendors/linkedin-learning/index.md) | 0% | 7% | 14 |
| 21 | [edX](https://www.gane.ai/index/hr/vendors/edx/index.md) | 0% | 8% | 13 |
| 22 | [Coursera](https://www.gane.ai/index/hr/vendors/coursera/index.md) | 0% | 20% | 15 |
| 24 | [Pluralsight Skills](https://www.gane.ai/index/hr/vendors/pluralsight-skills/index.md) | 0% | 8% | 12 |

Rank is by share of first choices among all 160 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: TalentGuard; alternatives Amplemarket, iMocha
- GPT-5.4 mini: Eightfold AI, SkillPanel; alternatives Fuel50, Retrain.ai, Workday Skills Cloud
- Gemini 3.5 Flash: Career Bird; alternatives Docebo, Fuel50, Workera
- Perplexity Sonar: TalentGuard; alternatives INOP, SkillPanel, Skills Base, iMocha
- Grok 4.20: TalentGuard, iMocha; alternatives Fuel50
- Mistral Small: TalentGuard, iMocha; alternatives Bryq, INOP
- DeepSeek V4 Flash: Fuel50, TalentGuard; alternatives MuchSkills, Skills Base
- Llama 4 Maverick: TalentGuard; alternatives Criteria Corp, Engagedly, iMocha
- Qwen 3.7 Flash: Eightfold AI; alternatives Clad.io, DeepSkill, Gloat, Lightcast Open Skills
- Kimi K2: TalentGuard; alternatives 365Talents, Engagedly, Fuel50, TechWolf
- GLM 4.7 FlashX: iMocha; alternatives MuchSkills, Skills Base, TalentGuard
- MiniMax M2.5: TalentGuard; alternatives 365Talents, Gloat

## Sources the answers cite

62 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- hrtechsaas.com: 27 answers, 30 citations
- fuel50.com: 23 answers, 33 citations
- cloudassess.com: 19 answers, 21 citations
- firsthr.app: 18 answers, 18 citations
- 365talents.com: 15 answers, 25 citations
- inop.ai: 15 answers, 19 citations
- acorn.works: 15 answers, 15 citations
- docebo.com: 14 answers, 15 citations

Pages named in the most answers:

- https://hrtechsaas.com/blog/skills-intelligence-software (25 answers)
- https://cloudassess.com/blog/best-skills-intelligence-platforms (18 answers)
- https://firsthr.app/compare/training/skills-management-software (17 answers)
- https://docebo.com/learning-network/blog/skills-intelligence-platforms (13 answers)
- https://inop.ai/top-platforms-for-skills-intelligence (13 answers)
- https://365talents.com/en/resources/skills-intelligence-platform-buyers-guide (12 answers)
- https://fuel50.com/blog/skills-intelligence-platforms (12 answers)
- https://metaview.ai/resources/blog/talent-intelligence-platforms (12 answers)
- https://acorn.works/best/the-8-best-skills-taxonomy-software-in-2026 (8 answers)
- https://darwinbox.com/blog/best-skills-management-software (8 answers)

## Warned against

- Eightfold AI: 16 of 27 labels negative. "Gloat and Eightfold AI ... bring enterprise-grade complexity, cost, and lengthy implementations that usually overkill mid-market budgets" (DeepSeek V4 Flash, direct prompt)
- Gloat: 11 of 21 labels negative. "Avoid Eightfold/Gloat/Beamery unless you have enterprise-scale resources" (Kimi K2, paraphrase prompt)
- Skillshare: 6 of 11 labels negative. "Skillshare - mentioned as a "complete scam" and having numerous glitches, making it difficult to cancel a subscription." (Llama 4 Maverick, negative prompt)
- Udemy Business: 6 of 17 labels negative. "Some reviewers suggest that Udemy is not worth paying for unless you carefully vet each course yourself." (Mistral Small, 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.