GoSkills vs Coursera for Business
Zero of fourteen models named GoSkills first on the direct prompt; zero named Coursera for Business. GoSkills was named by nine of the fourteen models and Coursera for Business by fourteen and GoSkills carries 14 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.
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
GoSkillsFirst choices, of fourteen modelsCoursera for Business
Across every category in the November 2026 Edition, GoSkills and Coursera for Business were named in the same answer thirty-five times, of the 170 answers naming GoSkills and the 177 naming Coursera for Business. In those answers Coursera for Business took the first choice two times and GoSkills 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 | | | |
GoSkills Coursera for Business first choice named as an alternative argued againstblank: not namedEach cell is one answer, GoSkills on the left and Coursera for Business on the right.The direct prompt
Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 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
GoSkills18%#3 of 9Coursera for Business0%#6 of 9GoSkills10%#4 of 13Coursera for Business2%#6 of 13Coursera for Business18%#3 of 10GoSkills0%#– of 10What 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
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
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.