Udemy Business vs Coursera for Business
Five of twelve models named Udemy Business first on the direct prompt; zero named Coursera for Business. Both were named by all twelve models and Udemy Business carries 47 labels and Coursera for Business 39, so the shares are not directly comparable.
Named in three categories this edition.
Named in three 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 online course libraries page.
By framing
Udemy BusinessFirst choices, of twelve modelsCoursera for Business
Across every category in the September 2026 Edition, Udemy Business and Coursera for Business were named in the same answer 110 times, of the 195 answers naming Udemy Business and the 125 naming Coursera for Business. In those answers Coursera for Business took the first choice ten times and Udemy Business twenty-seven.
Every model, every framing
| 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 | | | | | |
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
Udemy Business first, Coursera for Business an alternative
5 of 12 modelsCoursera for Business was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 12 modelsThe answer made no first choice from these two in this category.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
Udemy Business20%#2 of 6Coursera for Business4%#5 of 6Udemy Business32%#1 of 8Coursera for Business2%#4 of 8Udemy Business21%#2 of 9Coursera for Business14%#3 of 9What the models said about Udemy Business
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Udemy Business and LinkedIn Learning are the two industry-leading recommendations for mid-market B2B organizations” Gemini 3.5 Flash · paraphrase prompt · first choice
“Udemy is particularly good if you need variety at minimal cost - you can purchase individual courses for employees” Claude Haiku 4.5 · budget prompt · first choice
“Udemy for Business is often considered one of the best online course libraries for employee training” Mistral Small · budget 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. Five of six in this category shown.
“too pricey for limited budgets” Grok 4.1 Fast · budget prompt · hard negative
“Coursera, for example, has a strict policy of no refunds for monthly subscriptions once they have auto-renewed” Gemini 3.5 Flash · negative prompt · soft negative
“I'd suggest starting with Cornerstone Content Subscriptions or Coursera for Business as they offer the best balance” MiniMax M2.5 · paraphrase prompt · first choice
“Academic/degree‑oriented learners should lean on Coursera and edX for rigorous, university‑backed content.” MiniMax M2.5 · comparative prompt · first choice
“University degree or accredited certificate | Coursera or edX” Kimi K2 · comparative 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.