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Customer education and LMS · November 2026 Edition

LearnUpon vs LearnWorlds

Five of fourteen models named LearnUpon first on the direct prompt; zero named LearnWorlds. LearnUpon was named by fourteen of the fourteen models and LearnWorlds by twelve and LearnUpon carries 39 labels and LearnWorlds 29, so the shares are not directly comparable.

LearnUpon

accepted challenger

Named in one category this edition.

LearnWorlds

accepted challenger

Named in two categories this edition.

First-choice share20%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%3%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 13; printed, not drawn.
Labels3929A 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.Skilljar was named alongside these two in thirteen of the fourteen direct answers. Skilljar vs LearnUpon · Skilljar vs LearnWorlds · LearnUpon vs TalentLMS

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 Customer education and LMS 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 modelsLearnWorlds
Direct50
Paraphrase60
Comparative00
Budget-constrained062 against LearnUpon
Scale-constrained01
Negative101 against LearnWorlds
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.

Across every category in the November 2026 Edition, LearnUpon and LearnWorlds were named in the same answer twenty-nine times, of the 94 answers naming LearnUpon and the 90 naming LearnWorlds. In those answers LearnWorlds took the first choice eight times and LearnUpon two.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where LearnUpon and LearnWorlds stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
LearnUpon LearnWorlds first choice named as an alternative argued againstblank: not namedEach cell is one answer, LearnUpon on the left and LearnWorlds on the right.

The direct prompt

The plain question, one answer per model, grouped by where LearnUpon and LearnWorlds stood in it.

LearnUpon first, LearnWorlds not the choice

5 of 14 modelsLearnWorlds was named in the answer but not as the choice, or not at all.
Grok 4.20LearnUpon alternatives: Skilljar, Thought Industries
Mistral SmallLearnUpon alternatives: Absorb LMS, Docebo, Skilljar, Thought Industries
Llama 4 MaverickLearnUpon alternatives: Absorb LMS, Seismic, Skilljar, TalentLMS
GLM 4.7 FlashXAbsorb LMS, LearnUpon alternatives: Skilljar, TalentLMS
MiniMax M2.5LearnUpon, TalentLMS alternatives: Skilljar

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.
Claude Haiku 4.5Intellum, Skilljar alternatives: Absorb LMS, LearnUpon, TalentLMS, Thought Industries, WorkRamp
GPT-5.4 miniSkilljar alternatives: Absorb LMS, Docebo, LearnUpon
Gemini 3.5 FlashSkilljar alternatives: Absorb LMS, Docebo, LearnUpon, Thought Industries, WorkRamp
Perplexity SonarSkilljar alternatives: Absorb LMS, LearnUpon, LearnWorlds, TalentLMS
DeepSeek V4 FlashWorkRamp alternatives: Docebo, LearnUpon, Skilljar, Thought Industries
Kimi K2Thought Industries alternatives: Absorb LMS, LearnUpon, Skilljar
GPT-6 LunaSkilljar alternatives: LearnUpon, Thinkific
Muse Glimmer 30BAbsorb LMS, Thought Industries alternatives: Disco, LearnUpon

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.
Qwen 3.7 FlashSkilljar alternatives: Helpjuice, Pendo, UserGuiding

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
LearnWorlds leads by twenty-seven points.
LearnWorlds29%#2 of 12
LearnUpon2%#4 of 12
The full small business standing →
Mid-marketThe figures above
The order flips: LearnUpon leads at mid-market.
LearnUpon20%#2 of 13
LearnWorlds13%#4 of 13
The full mid-market standing →
Enterprise
LearnUpon leads by four points.
LearnUpon4%#8 of 10
LearnWorlds0%#– of 10
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. Five of six in this category shown.

“Avoid (Enterprise-Only Pricing)” Kimi K2 · budget prompt · hard negative
“pricing is custom quote, so it's usually less attractive on a tight budget” GPT-5.4 mini · budget prompt · soft negative
“LearnUpon and Skilljar are highly recommended, with LearnUpon being the new leader in the GTM AI Recommendation Index since September 2026” Llama 4 Maverick · paraphrase prompt · first choice
“Dedicated Customer Education (CE) platforms like Absorb, LearnUpon, or Thinkific are built for external audiences.” Qwen 3.7 Flash · negative prompt · first choice
“I'd suggest starting with LearnUpon or TalentLMS for their balance of features, ease of use, and pricing.” MiniMax M2.5 · direct prompt · first choice

What the models said about LearnWorlds

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“surface those kinds of complaints for multiple tools, including LearnWorlds, DigitalChalk, and Continu” GPT-5.4 mini · negative prompt · soft negative
“Strong all-rounder for engaging, branded academies; good UX, interactive tools, e-commerce, and white-label. Often praised for customer training.” Grok 4.20 · scale prompt · first choice
“LearnWorlds starts at $24/mo, making it the most budget-friendly way to launch a branded academy” Claude Haiku 4.5 · budget prompt · first choice
“TalentLMS and LearnWorlds are the top recommendations for companies with limited budgets” Mistral Small · budget prompt · first choice
Also compared

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.