Learning management systems · November 2026 Edition
LearnUpon vs Moodle LMS
One of fourteen models named LearnUpon first on the direct prompt; zero named Moodle LMS. LearnUpon was named by thirteen of the fourteen models and Moodle LMS by fourteen and LearnUpon carries 27 labels and Moodle LMS 42, so the shares are not directly comparable.
Named in seven categories this edition.
Moodle LMS
criticized challengerNamed in one category this edition.
First-choice share12%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%33%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 14; printed, not drawn.
Labels2742A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LearnUpon reading right to left. Rank and label count are printed, not drawn.TalentLMS was named alongside these two in eleven of the fourteen direct answers. TalentLMS vs LearnUpon · TalentLMS vs Moodle LMS · Absorb LMS vs LearnUpon
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 learning management systems page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LearnUponFirst choices, of fourteen modelsMoodle LMSDirect10
Paraphrase50
Comparative052 against Moodle LMS
Budget-constrained012 against Moodle LMS
Scale-constrained001 against Moodle LMS
Negative009 against Moodle LMS
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where LearnUpon and Moodle LMS stood in it.
| Model | DirectML | ParaphraseML | ComparativeML | Budget-constrainedML | Scale-constrainedML | NegativeML |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ML | ML | ML | |||
| GPT-5.4 mini | | | ML | ML | ||
| Gemini 3.5 Flash | | | ML | ML | ML | |
| Perplexity Sonar | | ML | ML | ML | ||
| Grok 4.20 | ML | ML | ML | |||
| Mistral Small | | ML | ||||
| DeepSeek V4 Flash | | | ML | ML | ML | |
| Llama 4 Maverick | | ML | ||||
| Qwen 3.7 Flash | ML | ML | ML | |||
| Kimi K2 | | ML | ML | |||
| GLM 4.7 FlashX | | ML | ||||
| MiniMax M2.5 | | ML | ML | ML | ||
| GPT-6 Luna | | | ML | ML | ||
| Muse Glimmer 30B | | | ML | ML | ML |
LearnUponML Moodle LMS first choice named as an alternative argued againstblank: not namedEach cell is one answer, LearnUpon on the left and Moodle LMS on the right.The direct prompt
The plain question, one answer per model, grouped by where LearnUpon and Moodle LMS stood in it.
LearnUpon first, Moodle LMS not the choice
1 of 14 modelsMoodle LMS was named in the answer but not as the choice, or not at all.Perplexity SonarLearnUpon alternatives: Bridge, D2L Brightspace, TalentLMS, Totara Learn, Trainual
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniAbsorb LMS alternatives: 360Learning, LearnUpon
Gemini 3.5 FlashAbsorb LMS alternatives: 360Learning, Docebo, LearnUpon, TalentLMS
DeepSeek V4 FlashAbsorb LMS alternatives: 360Learning, LearnUpon, TalentLMS
Kimi K2Absorb LMS, TalentLMS alternatives: 360Learning, Docebo, LearnUpon
GLM 4.7 FlashXTalentLMS alternatives: Absorb LMS, Docebo, LearnUpon, iSpring Learn
MiniMax M2.5Absorb LMS alternatives: LearnUpon, TalentLMS
GPT-6 LunaAbsorb LMS alternatives: 360Learning, Docebo, LearnUpon, TalentLMS
Muse Glimmer 30BTalentLMS alternatives: 360Learning, Absorb LMS, Docebo, LearnUpon
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
Grok 4.20Absorb LMS alternatives: Docebo, TalentLMS
Mistral Small360Learning, Docebo alternatives: Absorb LMS, TalentLMS
Llama 4 Maverickno first choice
Qwen 3.7 FlashDocebo alternatives: Absorb LMS, TalentLMS, iSpring Learn
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
LearnUpon leads by two points.
LearnUpon2%#7 of 11Moodle LMS0%#10 of 11
The full small business standing →Mid-marketThe figures above
LearnUpon leads by ten points.
LearnUpon12%#3 of 14Moodle LMS2%#6 of 14
The full mid-market standing →Enterprise
LearnUpon leads by four points.
LearnUpon6%#4 of 14Moodle LMS2%#8 of 14
The full enterprise standing →What the models said about LearnUpon
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Best Overall for External & Partner Training (Extended Enterprise): LearnUpon” Gemini 3.5 Flash · paraphrase prompt · first choice
“For most mid-market B2B companies, LearnUpon is the best overall choice” Perplexity Sonar · direct prompt · first choice
What the models said about Moodle LMS
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Blackboard and Moodle (for corporate use) are the most frequently cited platforms for dissatisfaction in user reviews.” DeepSeek V4 Flash · negative prompt · hard negative
“This semester, I've been working with Moodle, and I must say, it's been a frustrating experience. The platform is incredibly sluggish, excessively complex, and feels quite disorganized.” Muse Glimmer 30B · negative prompt · soft negative
“repeatedly called out for its complex setup, outdated default UI (cluttered and unappealing), sluggish performance on mobile, and steep learning curve” Grok 4.20 · negative prompt · soft negative
“Best low-cost starting point: MoodleCloud Starter—if you have 50 or fewer employees” GPT-6 Luna · budget prompt · first choice
“For maximum flexibility and budget constraints, Moodle is excellent.” MiniMax M2.5 · comparative prompt · first choice
“If you need total control and have an IT team, choose Moodle.” Qwen 3.7 Flash · comparative prompt · first choice
Also compared
TalentLMS vs LearnUponTalentLMS vs Moodle LMSAbsorb LMS vs LearnUponAbsorb LMS vs Moodle LMSLearnUpon vs DoceboLearnUpon vs 360LearningLearnUpon vs ConnecteamDocebo vs Moodle LMS360Learning vs Moodle LMSMoodle LMS vs ConnecteamAll twenty-one head-to-head pages and the full learning management syst standing
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.