Udemy Business vs GoSkills
Nine of fourteen models named Udemy Business first on the direct prompt; zero named GoSkills. Udemy Business was named by fourteen of the fourteen models and GoSkills by nine and Udemy Business carries 68 labels and GoSkills 14, so the shares are not directly comparable.
Named in five categories this edition.
Named in five categories this edition.
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
Udemy BusinessFirst choices, of fourteen modelsGoSkills
Across every category in the November 2026 Edition, Udemy Business and GoSkills were named in the same answer fifty-four times, of the 271 answers naming Udemy Business and the 170 naming GoSkills. In those answers GoSkills took the first choice twenty times and Udemy Business twelve.
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 4.20 | | | | | | |
| 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 GoSkills first choice named as an alternative argued againstblank: not namedEach cell is one answer, Udemy Business on the left and GoSkills on the right.The direct prompt
Udemy Business first, GoSkills an alternative
9 of 14 modelsGoSkills was named in the answer but not as the choice, or not at all.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.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 Business24%#1 of 9GoSkills18%#3 of 9Udemy Business40%#1 of 13GoSkills10%#4 of 13Udemy Business28%#1 of 10GoSkills0%#– 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 GoSkills
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For most companies with a limited budget, GoSkills offers the best balance of price, course quality, and built-in tracking” DeepSeek V4 Flash · 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.