# EdCast: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 10 judge labels across 4 categories by 6 of 14 models. Page: https://hr-ai-index.com/vendors/edcast/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Learning experience platforms | 0% | 16 | 14% | 7 |
| Learning management systems | 0% | 39 | 0% | 1 |
| Online course libraries | 0% | 51 | 0% | 1 |
| Skills intelligence | 0% | 73 | 0% | 1 |

## What the models said for it

- "Best for companies deeply embedded in the Cornerstone ecosystem who need unified talent management." (Kimi K2, Learning experience plat)
- "The Best for Skill Mapping & Personalization: EdCast" (Qwen 3.7 Flash, Learning experience plat)
- "*Best for Corporate-Scale Talent Ecosystems*" (Gemini 3.5 Flash, Learning experience plat)

## And against it

- "Strong Cautions — Major Red Flags ... clunky backend, steep admin learning curve, and uninspiring learner UI" (Kimi K2, Learning experience plat)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Learning experience platforms: 0% to 0%, ±0. Inside the floor by 13 points · rank 25 → 16 of 89.
- Learning management systems: 0% to 0%, ±0. New · not ranked in September 2026 · rank 39 of 61.
- Online course libraries: 0% to 0%, ±0. New · not ranked in September 2026 · rank 51 of 95.
- Skills intelligence: 0% to 0%, ±0. New · not ranked in September 2026 · rank 73 of 127.

## 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.