# TalentLMS vs Degreed: which do AI models recommend for learning experience plat, October 2026

HR AI Recommendation Index, October 2026 Edition, Learning experience platforms. One of fourteen models named TalentLMS first on the direct prompt; zero named Degreed. Page: https://hr-ai-index.com/learning/learning-experience-platforms/talentlms-vs-degreed/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| TalentLMS | 14% | #3 of 10 | 0% | 25 | 13 of 14 |
| Degreed | 2% | #7 of 10 | 45% | 29 | 14 of 14 |

## The direct prompt, model by model

- Mistral Small: talentlms first (first choices: SAP SuccessFactors HCM, TalentLMS) (alternatives: LearnWorlds, Thinkific)
- GPT-5.4 mini: neither first, one named (first choices: 360Learning) (alternatives: Absorb LMS, CYPHER Learning, Degreed, Docebo, TalentLMS)
- Perplexity Sonar: neither first, one named (first choices: 360Learning) (alternatives: Absorb LMS, Docebo, TalentLMS)
- DeepSeek V4 Flash: neither first, one named (first choices: 360Learning) (alternatives: Absorb LMS, LearnUpon, TalentLMS)
- Llama 4 Maverick: neither first, one named (first choices: SAP SuccessFactors HCM) (alternatives: Kajabi, LearnDash, LearnWorlds, TalentLMS, Teachable, Thinkific)
- GLM 4.7 FlashX: neither first, one named (first choices: Absorb LMS) (alternatives: 360Learning, Adobe Learning Manager, Docebo, Go1, TalentLMS)
- MiniMax M2.5: neither first, one named (first choices: Absorb LMS) (alternatives: Continu, GoSkills, Learn Amp, TalentLMS)
- Claude Haiku 4.5: neither named (first choices: Learn Amp) (alternatives: 360Learning, Absorb LMS, Docebo)
- Gemini 3.5 Flash: neither named (first choices: LearnUpon) (alternatives: 360Learning, Absorb LMS, Continu, Docebo)
- Grok 4.1 Fast: neither named (first choices: Absorb LMS) (alternatives: 360Learning, Docebo)
- Qwen 3.7 Flash: neither named (first choices: Absorb LMS) (alternatives: Docebo, iSpring Learn)
- Kimi K2: neither named (first choices: 360Learning, LearnUpon) (alternatives: Absorb LMS, Docebo, Litmos)
- GPT-6 Luna: neither named (first choices: 360Learning) (alternatives: Docebo, LearnUpon)
- Muse Glimmer 30B: neither named (first choices: Absorb LMS) (alternatives: Continu, Learn Amp)

## What the models said about Degreed

- "Repeatedly flagged across multiple analyses and AI-model recommendations as a platform to avoid for small businesses" (DeepSeek V4 Flash, negative prompt, hard negative)
- "Avoid: Pure enterprise LXPs (Degreed, Cornerstone) unless you have complex multi-country requirements" (Kimi K2, scale prompt, hard negative)
- "multiple sources explicitly recommend avoiding, especially if you need LMS functionality" (Kimi K2, negative prompt, hard negative)
- "Degreed is considered the "reference implementation" of the LXP category with the strongest skills-mapping capabilities." (Kimi K2, comparative prompt, first choice)
- "Degreed is the most skills-centric LXP on the market, mapping all learning content to a skills architecture." (DeepSeek V4 Flash, comparative prompt, first choice)
- "If your primary goal is talent mapping and tracking skills, choose Degreed." (Gemini 3.5 Flash, comparative 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.