Online course libraries · October 2026 Edition
LinkedIn Learning vs TalentLMS
Six of fourteen models named LinkedIn Learning first on the direct prompt; one named TalentLMS. LinkedIn Learning was named by fourteen of the fourteen models and TalentLMS by six and LinkedIn Learning carries 59 labels and TalentLMS 11, so the shares are not directly comparable.
Named in four categories this edition.
Named in seven categories this edition.
First-choice share22%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate15%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 8; printed, not drawn.
Labels5911A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LinkedIn Learning reading right to left. Rank and label count are printed, not drawn.Udemy Business was named alongside these two in twelve of the fourteen direct answers. Udemy Business vs LinkedIn Learning · Udemy Business 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 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.
LinkedIn LearningFirst choices, of fourteen modelsTalentLMS
Direct61
Paraphrase201 against LinkedIn Learning
Comparative00
Budget-constrained123 against LinkedIn Learning
Scale-constrained00
Negative005 against LinkedIn Learning
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where LinkedIn Learning and TalentLMS 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 4.1 Fast | | | | |||
| 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 | | | | |
LinkedIn Learning TalentLMS first choice named as an alternative argued againstblank: not namedEach cell is one answer, LinkedIn Learning on the left and TalentLMS on the right.The direct prompt
The plain question, one answer per model, grouped by where LinkedIn Learning and TalentLMS stood in it.
LinkedIn Learning first, TalentLMS not the choice
6 of 14 modelsTalentLMS was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashLinkedIn Learning, Udemy Business alternatives: BizLibrary, Coursera for Business
Perplexity SonarLinkedIn Learning alternatives: Coursera for Business, LearnUpon, Udemy Business, iSpring Learn
Llama 4 MaverickLinkedIn Learning alternatives: LearnUpon, Udemy Business, iSpring Learn
Qwen 3.7 FlashLinkedIn Learning alternatives: Coursera for Business, Pluralsight, Udemy Business
GPT-6 LunaLinkedIn Learning alternatives: Coursera for Business, Pluralsight, Udemy Business
Muse Glimmer 30BLinkedIn Learning alternatives: Udemy Business
TalentLMS first, LinkedIn Learning not the choice
1 of 14 modelsLinkedIn Learning was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXTalentLMS alternatives: BizLibrary, GoSkills, WorkRamp
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniUdemy Business alternatives: Coursera for Business, DataCamp, LinkedIn Learning, Pluralsight
Grok 4.1 FastUdemy Business alternatives: Coursera for Business, LinkedIn Learning, TalentLMS
Mistral SmallUdemy Business alternatives: Coursera for Business, LinkedIn Learning
DeepSeek V4 FlashUdemy Business alternatives: Coursera for Business, LinkedIn Learning, OpenSesame
Kimi K2Udemy Business alternatives: Coursera for Business, Go1, LinkedIn Learning, OpenSesame
MiniMax M2.5Udemy Business alternatives: LinkedIn Learning
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
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
LinkedIn Learning leads by eleven points.
LinkedIn Learning22%#2 of 8TalentLMS11%#3 of 8Mid-marketThe figures above
LinkedIn Learning leads by fifteen points.
LinkedIn Learning22%#2 of 8TalentLMS8%#3 of 8Enterprise
LinkedIn Learning leads by twenty-three points.
LinkedIn Learning23%#2 of 10TalentLMS0%#– of 10What the models said about LinkedIn Learning
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“The results flag it for high cost and opaque enterprise pricing, so it may be a poor fit if you need predictable budgeting.” Perplexity Sonar · negative prompt · soft negative
“Some of the libraries mentioned as being potentially problematic include Udemy, Skillshare, and LinkedIn Learning.” Llama 4 Maverick · negative prompt · soft negative
“For most mid-sized B2B companies starting out, LinkedIn Learning gives the best balance of quality, adoption and ease of implementation” Muse Glimmer 30B · paraphrase prompt · first choice
“For the best value, LinkedIn Learning for Business is often recommended due to its extensive course library and reasonable pricing” Mistral Small · budget prompt · first choice
“The two undisputed leaders for mid-market corporate learning are LinkedIn Learning and Udemy Business.” Gemini 3.5 Flash · direct prompt · first choice
What the models said about TalentLMS
No label in this category carried a quote.
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.