Zero of fourteen models named Adobe Captivate first on the direct prompt; zero named Adapt Learning. Adobe Captivate was named by fourteen of the fourteen models and Adapt Learning by eight and Adobe Captivate carries 47 labels and Adapt Learning 10, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 4.1 Fast | ||||||
| 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. Six of eight in this category shown.
“Google Docs, Adobe Captivate, and Canva are some of the tools that users have expressed concerns about or recommended avoiding.” Llama 4 Maverick · negative prompt · hard negative
“This is one of the most frequently flagged tools in practitioner reviews... "a high risk of technical debt"” DeepSeek V4 Flash · negative prompt · hard negative
“Avoid using an unresponsive authoring tool like Storyline or Captivate, as they tend to look rather poor.” Muse Glimmer 30B · negative prompt · hard negative
“If you can spend a modest amount (~$400/year): Go with Adobe Captivate. It's the best price-to-features ratio in the industry.” DeepSeek V4 Flash · budget prompt · first choice
“Advanced interactions (e.g., software sims), AI features (since 2023), precise control | Steep learning curve, poor native collaboration” Grok 4.1 Fast · comparative prompt · alternative
“Best for advanced simulations and immersive/technical learning... often described as more complex and less intuitive for beginners” GPT-5.4 mini · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Cons: Requires developer knowledge” GLM 4.7 FlashX · budget prompt · soft negative
“Start with H5P or Adapt — they're genuinely free and can produce professional results” Kimi K2 · budget prompt · first choice
“responsive design-friendly and supports standard formats like SCORM and xAPI for LMS integration at no licensing cost” Claude Haiku 4.5 · budget prompt · alternative
“If you can self-host and have some developer support: Adapt Learning = zero license cost with SCORM/xAPI output.” Muse Glimmer 30B · budget 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.