Zero of fourteen models named H5P first on the direct prompt; zero named TalentLMS. H5P was named by thirteen of the fourteen models and TalentLMS by ten and H5P carries 18 labels and TalentLMS 10, so the shares are not directly comparable.
Named in one category this edition.
Named in eight 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 course authoring tools 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. Four of five in this category shown.
“H5P is not a full course authoring tool” DeepSeek V4 Flash · comparative prompt · soft negative
“start with iSpring Free + H5P. This combination allows you to convert slide decks into SCORM modules and layer in engaging interactive quizzes completely free of charge.” Gemini 3.5 Flash · budget prompt · first choice
“H5P – A free, open-source framework that lets you create interactive eLearning content directly inside your LMS.” Mistral Small · budget prompt · first choice
“If you have $0 budget and an LMS: H5P is unbeatable for creating SCORM-compatible interactive content.” Kimi K2 · budget prompt · first choice
No label in this category carried a quote.
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.