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Online course libraries · November 2026 Edition
Udemy Business vs Coursera for Business
Nine of fourteen models named Udemy Business first on the direct prompt; zero named Coursera for Business. Both were named by all fourteen models and Udemy Business carries 68 labels and Coursera for Business 52, so the shares are not directly comparable.
Named in five categories this edition.
Named in two categories this edition.
First-choice share40%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 13; printed, not drawn.
Labels6852A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Udemy Business reading right to left. Rank and label count are printed, not drawn.LinkedIn Learning was named alongside these two in fourteen of the fourteen direct answers. Udemy Business vs LinkedIn Learning · Udemy Business vs TalentLMS · Udemy Business vs GoSkills
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 online course libraries page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Udemy BusinessFirst choices, of fourteen modelsCoursera for Business
Direct90
Paraphrase60
Comparative27
Budget-constrained511 against Udemy Business · 1 against Coursera for Business
Scale-constrained00
Negative018 against Udemy Business · 4 against Coursera for Business
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, Udemy Business and Coursera for Business were named in the same answer 161 times, of the 271 answers naming Udemy Business and the 177 naming Coursera for Business. In those answers Coursera for Business took the first choice fourteen times and Udemy Business forty.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Udemy Business and Coursera for Business stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | ||
| Grok 4.20 | | | | | ||
| 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 | | | | | |
Udemy Business Coursera for Business first choice named as an alternative argued againstblank: not namedEach cell is one answer, Udemy Business on the left and Coursera for Business on the right.The direct prompt
The plain question, one answer per model, grouped by where Udemy Business and Coursera for Business stood in it.
Udemy Business first, Coursera for Business an alternative
9 of 14 modelsCoursera for Business was named in the answer but not as the choice, or not at all.GPT-5.4 miniUdemy Business alternatives: BizLibrary, Coursera for Business, LinkedIn Learning, O'Reilly Learning, Pluralsight
Perplexity SonarUdemy Business alternatives: Coursera for Business, GoSkills, LinkedIn Learning, Skillsoft Percipio, TalentLMS
Mistral SmallUdemy Business alternatives: LinkedIn Learning, TalentLMS
DeepSeek V4 FlashUdemy Business alternatives: Coursera for Business, LinkedIn Learning, Skillsoft Percipio
Llama 4 MaverickUdemy Business alternatives: LinkedIn Learning, TalentLMS
Qwen 3.7 FlashUdemy Business alternatives: CBT Nuggets, Coursera for Business, Go1, LinkedIn Learning, Pluralsight
Kimi K2LinkedIn Learning, Udemy Business alternatives: Coursera for Business, Go1, GoSkills
GLM 4.7 FlashX360Learning, Udemy Business alternatives: Absorb LMS, Coursera for Business, GoSkills, LinkedIn Learning, TalentLMS
Muse Glimmer 30BLinkedIn Learning, Udemy Business alternatives: Absorb LMS, BizLibrary, Docebo, Go1, LearnUpon, Skillsoft Percipio
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5TalentLMS alternatives: LearnUpon, LinkedIn Learning, Udemy Business, iSpring Learn
Gemini 3.5 FlashLinkedIn Learning alternatives: BizLibrary, Coursera for Business, O'Reilly Learning, Pluralsight, Udemy Business
Grok 4.20LinkedIn Learning alternatives: Coursera for Business, Go1, Skillsoft Percipio, Udemy Business
MiniMax M2.5LinkedIn Learning alternatives: BizLibrary, Coursera for Business, Udemy Business
GPT-6 LunaLinkedIn Learning alternatives: Coursera for Business, Pluralsight, Udemy Business
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
Udemy Business leads by twenty-four points.
Udemy Business24%#1 of 9Coursera for Business0%#6 of 9Mid-marketThe figures above
Udemy Business leads by thirty-eight points.
Udemy Business40%#1 of 13Coursera for Business2%#6 of 13Enterprise
Udemy Business leads by ten points.
Udemy Business28%#1 of 10Coursera for Business18%#3 of 10What the models said about Udemy Business
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“recommended to be approached with caution or avoided entirely due to its inconsistent content quality and cost” Llama 4 Maverick · negative prompt · hard negative
“Be cautious with outdated or deprecated libraries commonly featured in older online courses (especially pre-2020 Python, data science, ML, or finance tutorials on platforms like Udemy, Coursera, or edX).” Grok 4.20 · negative prompt · soft negative
“Udemy Business is repeatedly labeled "Open Marketplaces (High Caution Required) ... Examples: Udemy, Skillshare... there is no filter between experts and novices"” Muse Glimmer 30B · negative prompt · soft negative
“For most mid-sized B2B firms starting out with a content subscription, Udemy Business gives the best mix of catalog breadth, hands-on technical projects, cohort/leadership options and scalable pricing.” Muse Glimmer 30B · paraphrase prompt · first choice
“If you want a single budget-friendly "safe bet": Udemy Business offers the best balance of tech, data, business, and certification content” Gemini 3.5 Flash · paraphrase prompt · first choice
“the most common mid-market B2B default is Udemy Business for breadth/price or LinkedIn Learning for brand-recognized professional skills” Muse Glimmer 30B · direct prompt · first choice
What the models said about Coursera for Business
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“these popular platforms have "experienced a decline in the quality of course offerings, customer service, and user experience."” DeepSeek V4 Flash · negative prompt · soft negative
“I'd recommend starting with Udemy Business or Coursera for Teams if you need extensive content libraries” MiniMax M2.5 · budget prompt · first choice
“Coursera — Best for Accredited Credentials ... Want an employer-recognized certificate? → Coursera or edX” DeepSeek V4 Flash · comparative prompt · first choice
“academic institutions (via Coursera or edX) ... are generally safer bets” Qwen 3.7 Flash · negative prompt · first choice
Also compared
Udemy Business vs LinkedIn LearningUdemy Business vs TalentLMSUdemy Business vs GoSkillsUdemy Business vs 360LearningUdemy Business vs Go1LinkedIn Learning vs Coursera for BusinessTalentLMS vs Coursera for BusinessGoSkills vs Coursera for Business360Learning vs Coursera for BusinessCoursera for Business vs Go1All twenty-one head-to-head pages and the full online course libraries 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.