One of fourteen models named TalentLMS first on the direct prompt; one named SAP Litmos. TalentLMS was named by fourteen of the fourteen models and SAP Litmos by eight and TalentLMS carries 29 labels and SAP Litmos 12, so the shares are not directly comparable.
Named in eight categories this edition.
Named in two categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the compliance training page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“better for smaller teams or first-time compliance programs, less ideal if you need deeper mid-market governance and reporting” GPT-5.4 mini · direct prompt · soft negative
“Best for affordable, flexible compliance training for small to medium businesses... It's the right choice for growing companies under 500 employees” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“compared to pricier alternatives like Docebo or Litmos” Grok 4.20 · budget prompt · soft negative
“though it is often pricier than the newer entrants” Qwen 3.7 Flash · direct prompt · soft negative
“Litmos and TalentLMS are the top recommendations due to their balance of ready-made compliance content, audit readiness, and cost-effectiveness” Mistral Small · direct prompt · first choice
“Litmos positions itself as a mid-market solution that combines the LMS functionality organizations need” Claude Haiku 4.5 · direct prompt · alternative
“If you need strong audit evidence and jurisdictional coverage: Absorb LMS or Litmos.” GLM 4.7 FlashX · direct prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.