Index › HR › Learning and development › Online course libraries › Small business · September 2026 Edition
Online course libraries for small business buyers
Asked as “online course library for employees”, and as “corporate training content subscription”, on behalf of a small B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
24%
Contested · Udemy Business 20%
24LinkedIn Learning20Udemy Business17GoSkills39others
24% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
Udemy Business vs LinkedIn LearningUdemy Business vs TalentLMSUdemy Business vs Coursera for Business
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.All six head-to-head pages: the top four products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01LinkedIn Learning24%
LinkedIn Learning24%02Udemy Business20%
Udemy Business20%03GoSkills17%
GoSkills17%04TalentLMS13%
TalentLMS13%05Coursera for Business4%
Coursera for Business4%06Pluralsight0%
Pluralsight0%What they warned about
Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Coursera for Business30%
10 of 33 labels negative · 6 of 12 models · 1 hard negative
“approach the following five categories of course libraries with caution or avoid them entirely... Examples: Coursera for Business, Pluralsight Enterprise, Skillsoft” Gemini 3.5 Flash, negative prompt
LinkedIn Learning16%
7 of 44 labels negative · 6 of 12 models
“Some well-known platforms, like LinkedIn Learning, offer extensive libraries but provide no ability to tailor the content to your company's specific processes” MiniMax M2.5, negative prompt
Skillsoft Percipio57%
4 of 7 labels negative · 4 of 12 models · 2 hard negative
“What to avoid for a small B2B company- Skillsoft / Percipio — excellent content but priced for enterprise” DeepSeek V4 Flash, direct prompt
MasterClass60%
3 of 5 labels negative · 3 of 12 models · 1 hard negative
“Avoid for core skill training... You're paying for entertainment, not training.” DeepSeek V4 Flash, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
63 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 1015 links across 311 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · GoSkills36 answers · 73 citations · 11 models
vendor site · ProProfs Training27 answers · 37 citations · 9 models
vendor site · G223 answers · 41 citations · 10 models
23 answers · 23 citations · 10 models
vendor site · LinkedIn19 answers · 24 citations · 8 models
vendor site · LinkedIn17 answers · 25 citations · 6 models
vendor site · TalentLMS16 answers · 24 citations · 8 models
15 answers · 15 citations · 10 models
vendor site · G213 answers · 13 citations · 8 models
12 answers · 18 citations · 4 models
12 answers · 15 citations · 5 models
12 answers · 12 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
24 answers · 11 models
23 answers · 10 models
15 answers · 8 models
15 answers · 10 models
14 answers · 7 models
13 answers · 5 models
12 answers · 9 models
10 answers · 7 models
9 answers · 5 models
9 answers · 4 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best online course library for employees”, “course libraries”, “online course library for employees”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| LinkedIn linkedin.com LinkedIn Learning 24% | 24% | 228 | 11,100,000 | 77,031 | 331,033,472 company | $1,032 | 113 | |
| Udemy Business udemy.com | 20% | 235 | 8,100 | 71 | 1,600,745 | $94 | 111 | |
| GoSkills goskills.com | 17% | 169 | 1,900 | 23 | 120,277 | 120 | ||
| TalentLMS talentlms.com | 13% | 421 | 8,100 | 103 | 82,431 | $1,179 | 119 | 2 |
| Go1 go1.com | 7% | 43 | 3,600 | 125 | 7,401 | 14 | ||
| Coursera coursera.org Coursera for Business 4% | 4% | 153 | 450,000 | 8,614 | 18,845,147 company | $2,331 | 116 | |
| iSpring Suite ispring.com iSpring Suite 2%, iSpring Learn 2% | 4% | 136 | 720 | 36 | 53,048 | $46 | 37 | |
| ProProfs proprofstraining.com ProProfs Training Maker 2% | 2% | 30 | 170 | 1 | 39,341 | 0 | ||
| Thinkific thinkific.com | 2% | 76 | 22,200 | 301 | 262,041 | 39 | ||
| EdApp edapp.com | 2% | 4 |
Google's top ten for the three searches hold 20 sites; 1 of them are among the sites the models cited here (talentlms.com). The first result for “best online course library for employees” is course.libraryjournal.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best online course library for employees for a small B2B company?”Paraphrase“Which corporate training content subscription would you recommend to a small business that sells to other businesses?”Comparative“What are the top course libraries for a small team and how do they differ?”Budget-constrained“What is the best online course library for employees for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an online course library for employees. What should we look at?”Negative“Which course libraries should a small business avoid or be cautious about?”
Claude Haiku 4.5LinkedIn Learningagainst: MasterClassno first choiceChangedGoSkillsGoSkillsno first choicenothing named
Three alternatives
Coursera for Business, Pluralsight, Udemy BusinessFour alternatives
Coassemble, EdApp, ProProfs Training Maker, TalentLMSFour alternatives
Google Applied Digital Skills, Grow With Google, SBA Learning Platform, Udemy BusinessGPT-5.4 miniLinkedIn LearningGo1ChangedGoSkillsagainst: Niche AcademyUdemy Businessagainst: Coursera for Businessno first choicenothing named
One alternative
Udemy BusinessOne alternative
LinkedIn LearningFour alternatives
Pluralsight, Rippling, Trainual, Zoho LearnOne alternative
LinkedIn LearningGemini 3.5 FlashLinkedIn Learningagainst: Cornerstone OnDemand, WorkRampLinkedIn LearningHeldUdemy BusinessSC Trainingagainst: LinkedIn Learning, Udemy BusinessCoursera for Businessagainst: Coursera for Business, Pluralsight, Skillsoft Percipio, StackSocial bundle libraries, Udemy Business, edX
Three alternatives
Coursera for Business, HubSpot Academy, Udemy BusinessFive alternatives
GoSkills, HubSpot Academy, SC Training, Sales Assembly, pclub.ioFour alternatives
Coursera for Business, LinkedIn Learning, O'Reilly Learning, PluralsightTwo alternatives
GoSkills, TalentLMSThree alternatives
LinkedIn Learning, Pluralsight, Udemy BusinessPerplexity SonarCoursera for Business, LinkedIn LearningThinkificChangedGoSkillsTalentLMSno first choicenothing named
Two alternatives
ProProfs Training Maker, Udemy BusinessOne alternative
TalentLMSFive alternatives
Coursera for Business, LinkedIn Learning, OpenSesame, TalentLMS, Udemy BusinessFour alternatives
Coggno, Google Digital Garage, HubSpot Academy, SitePoint PremiumGrok 4.20Udemy BusinessLinkedIn LearningChangedGoSkillsagainst: Litmos, OpenSesameUdemy Businessagainst: Coursera for Business, Moodleno first choiceagainst: Courseslibrary.com, Go1, LinkedIn Learning, OpenSesame, Skillsoft Percipio
Four alternatives
Coursera for Business, LinkedIn Learning, Microsoft Teams, TalentLMSThree alternatives
Coursera for Business, TalentLMS, Udemy BusinessThree alternatives
LinkedIn Learning, TalentLMS, Udemy BusinessFour alternatives
GoSkills, Google Classroom, LinkedIn Learning, TalentLMSMistral SmallGoSkillsno first choiceChangedGoSkills, TalentLMSagainst: Absorb LMS, LearnUpon, LinkedIn Learning, Litmos, MoodleGoSkills, TalentLMSno first choicenothing named
Two alternatives
TalentLMS, iSpring Solutions' HSI or BizzLibrary CollectionOne alternative
360LearningOne alternative
Coursera for BusinessDeepSeek V4 FlashUdemy Businessagainst: Pluralsight, Skillsoft PercipioLinkedIn LearningChangedagainst: Coursera for BusinessUdemy BusinessGoSkillsagainst: Coursera for Business, LinkedIn Learning, OpenSkills AI, Udemy BusinessAbsorb LMS, TalentLMS, iSpring Suiteagainst: Coursera for Business, LinkedIn Learning, MasterClass, Skillshare, Udemy Business
Three alternatives
Coursera for Business, LinkedIn Learning, TalentLMSOne alternative
Udemy BusinessFive alternatives
Coursera for Business, LinkedIn Learning, O'Reilly Learning, Pluralsight, Skillsoft PercipioTwo alternatives
ProProfs Training Maker, TalentLMSLlama 4 Maverickno first choiceLinkedIn LearningChangedGoSkillsGoSkillsno first choiceagainst: BizLibrary
Three alternatives
Ezycourse, Simplilearn, iSpring SuiteFour alternatives
Absorb LMS, LearnUpon, Litmos, TalentLMSQwen 3.7 FlashUdemy BusinessUdemy BusinessHeldLinkedIn Learningagainst: SkillshareEdApp, Udemy Businessagainst: Coursera for Business, LinkedIn Learning, SkillshareLinkedIn Learning, Udemy Businessagainst: Coursera for Business, Courseslibrary.com, Simplilearn, Udemy Business
Five alternatives
Chalk, Coursera for Business, GoSkills, Groove, LinkedIn LearningTwo alternatives
HubSpot Academy, LinkedIn LearningFour alternatives
Coursera for Business, HubSpot Academy, Pluralsight, Udemy BusinessTwo alternatives
Gomo, HubSpot AcademyOne alternative
Coursera for BusinessKimi K2LinkedIn Learning, Udemy BusinessLinkedIn LearningChangedPluralsightagainst: MasterClassGoSkills, ProProfs Training MakerTalentLMSnothing named
Three alternatives
Coursera for Business, GoSkills, TalentLMSOne alternative
Udemy BusinessThree alternatives
Coursera for Business, LinkedIn Learning, Udemy BusinessThree alternatives
Coursera for Business, Moodle, Udemy BusinessThree alternatives
360Learning, GoSkills, TrainualGLM 4.7 FlashXGoSkillsGo1ChangedGo1against: Coursera for Business, Skillsoft PercipioGoSkillsagainst: iSpring Learnno first choiceagainst: BizLibrary, Moodle
Four alternatives
360Learning, Connecteam, TalentLMS, Zoho LearnThree alternatives
Kajabi, ProProfs Training Maker, ThinkificFive alternatives
BizLibrary, GoSkills, OpenSesame, TalentLMS, iSpring LearnThree alternatives
360Learning, Connecteam, TalentLMSMiniMax M2.5iSpring LearnTalentLMSChangedUdemy BusinessGo1, TalentLMSno first choiceagainst: LinkedIn Learning
Three alternatives
Litmos, TalentLMS, Udemy BusinessTwo alternatives
JB Sales, Sales GravyFour alternatives
Coursera for Business, LinkedIn Learning, O'Reilly Learning, PluralsightBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:29 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:52 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:02 | yes | 13 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 21:21 | yes | 20 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:23 | yes | 44 | 21 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:16 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:25 | yes | 19 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:45 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:26 | no | 0 | 31 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:38 | yes | 15 | 33 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:03 | yes | 27 | 39 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:00 | yes | 5 | 11 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:09 | no | 0 | 3 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:37 | yes | 4 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:29 | yes | 6 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 20:34 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:27 | yes | 48 | 20 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:57 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:27 | yes | 27 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:35 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:04 | yes | 10 | 62 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:31 | yes | 20 | 60 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:33 | yes | 34 | 76 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:25 | yes | 9 | 48 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:01 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:34 | yes | 4 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:32 | yes | 22 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:09 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:14 | yes | 31 | 18 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:59 | yes | 5 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:12 | yes | 19 | 20 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:25 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:58 | yes | 14 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:25 | yes | 15 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:22 | yes | 25 | 42 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:09 | yes | 12 | 48 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:37 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:06 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 20:00 | yes | 22 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 20:12 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:11 | yes | 35 | 18 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:45 | yes | 5 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:26 | yes | 26 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:03 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:27 | no | 0 | 28 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:53 | yes | 13 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:54 | yes | 29 | 116 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:53 | yes | 5 | 11 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:12 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:43 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 20:02 | yes | 20 | 29 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:47 | yes | 20 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:41 | yes | 15 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:18 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 20:27 | yes | 19 | 52 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:39 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:04 | yes | 15 | 85 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:16 | yes | 14 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:13 | yes | 9 | 78 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:27 | yes | 5 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:40 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:16 | no | 0 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:51 | yes | 18 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 21:28 | yes | 20 | 12 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:04 | yes | 39 | 21 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:21 | yes | 9 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 19:05 | yes | 29 | 73 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:27 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:11 | yes | 10 | 29 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:57 | yes | 10 | 20 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:13 | yes | 25 | 84 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:27 | yes | 17 | 45 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Absorb read as Absorb LMS
Cornerstone read as Cornerstone OnDemand
Coursera read as Coursera for Business
Courses Library read as Courseslibrary.com
O'Reilly read as O'Reilly Learning
O'Reilly Learning Platform read as O'Reilly Learning
O’Reilly Media (Teams) read as O'Reilly Learning
Pluralsight Skills read as Pluralsight
ProProfs read as ProProfs Training Maker
ProProfs Training read as ProProfs Training Maker
SAP Litmos read as Litmos
SCORE Academy read as SCORE
Skillsoft read as Skillsoft Percipio
iSpring LMS read as iSpring Learn
Unresolved, counted raw
Gale Courses
Google Applied Digital Skills
Grow With Google
Indie Courses
JB Sales
Knowledge Ocean
MEDDIC Academy
Niche Academy
OpenSkills AI
Sales Gravy
SitePoint Premium
StackSocial bundle libraries
Toronto Public Library's eLearning platform
Victor Antonio
iSpring Solutions' HSI or BizzLibrary Collection
pclub.io (or JB Sales)
Discontinued, still offered
No shut-down product was recommended here.