Zero of twelve models named H5P first on the direct prompt; four named iSpring Suite. Both were named by all twelve models and H5P carries 23 labels and iSpring Suite 51, so the shares are not directly comparable.
Named in one category this edition.
Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
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. Six of eight in this category shown.
“This tool is seen as quite basic and may not offer the depth or features required for more complex eLearning projects” Mistral Small · negative prompt · hard negative
“Too basic for anything beyond simple interactives; lacks depth for professional courses.” Grok 4.1 Fast · negative prompt · hard negative
“great for individual interactive components, but hard to build an entire course with” DeepSeek V4 Flash · negative prompt · soft negative
“Open-source tools like Moodle and H5P are ideal if you have minimal budget, as they're completely free” Claude Haiku 4.5 · budget prompt · first choice
“The best eLearning authoring tool for a company with a limited budget is H5P, a free, open-source tool” Llama 4 Maverick · budget prompt · first choice
“### 1. H5P (Free/Open Source) ... No budget at all | Start with H5P or iSpring Free” Kimi K2 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“older legacy versions of Articulate Presenter or older iSpring releases) is obsolete” Gemini 3.5 Flash · negative prompt · hard negative
“it is often noted for having a steep learning curve and not being set up well for collaborative working” GLM 4.7 FlashX · negative prompt · soft negative
“Choose iSpring Free if: You already have PowerPoint slides and just need to convert them into standard SCORM courses ... with $0 budget.” Gemini 3.5 Flash · budget prompt · first choice
“Alternative: iSpring Suite... Start with TalentLMS for deployment and iSpring (or Articulate) for creation.” Qwen 3.7 Flash · paraphrase prompt · first choice
“I'd recommend starting with iSpring Suite (budget-conscious) or Adobe Captivate (best value for features)” MiniMax M2.5 · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.