One of twelve models named 360Learning first on the direct prompt; zero named Moodle. 360Learning was named by twelve of the twelve models and Moodle by ten and 360Learning carries 31 labels and Moodle 26, so the shares are not directly comparable.
Named in eight categories 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 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 learning management systems 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 |
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.
“it's ~5x more expensive than TalentLMS and requires a more mature L&D culture to be effective” DeepSeek V4 Flash · direct prompt · soft negative
“but it may be less budget-friendly as your headcount grows” GPT-5.4 mini · budget prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Moodle versions before 3.11 ... No more security patches or bug fixes. ... Avoid using these platforms for production environments” GLM 4.7 FlashX · negative prompt · hard negative
“older versions of Moodle or Sakai... Hidden Maintenance Costs: You must host, secure, and update the platform yourself.” Gemini 3.5 Flash · negative prompt · soft negative
“"Free" open-source platforms like Moodle often cost $1,000–$6,000/year in hosting + maintenance, plus technical time.” GLM 4.7 FlashX · budget prompt · soft negative
“If you have technical staff: Go with Moodle (free, unlimited users, highly customizable)” Kimi K2 · budget prompt · first choice
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.