Customer education and LMS · November 2026 Edition
Skilljar vs WorkRamp
Six of fourteen models named Skilljar first on the direct prompt; one named WorkRamp. Skilljar was named by fourteen of the fourteen models and WorkRamp by eleven and Skilljar carries 56 labels and WorkRamp 22, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
First-choice share22%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate25%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#8A position in a field of 13; printed, not drawn.
Labels5622A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Skilljar reading right to left. Rank and label count are printed, not drawn.LearnUpon was named alongside these two in thirteen of the fourteen direct answers. Skilljar vs LearnUpon · Skilljar vs TalentLMS · Skilljar vs LearnWorlds
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 Customer education and LMS page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SkilljarFirst choices, of fourteen modelsWorkRamp
Direct611 against Skilljar
Paraphrase40
Comparative80
Budget-constrained005 against Skilljar · 2 against WorkRamp
Scale-constrained20
Negative008 against Skilljar · 2 against WorkRamp
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.
Across every category in the November 2026 Edition, Skilljar and WorkRamp were named in the same answer fifty-four times, of the 165 answers naming Skilljar and the 60 naming WorkRamp. In those answers WorkRamp took the first choice one time and Skilljar twenty-six.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Skilljar and WorkRamp 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 4.20 | | | | | | |
| 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 | | | | |
Skilljar WorkRamp first choice named as an alternative argued againstblank: not namedEach cell is one answer, Skilljar on the left and WorkRamp on the right.The direct prompt
The plain question, one answer per model, grouped by where Skilljar and WorkRamp stood in it.
Skilljar first, WorkRamp an alternative
6 of 14 modelsWorkRamp was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Intellum, Skilljar alternatives: Absorb LMS, LearnUpon, TalentLMS, Thought Industries, WorkRamp
GPT-5.4 miniSkilljar alternatives: Absorb LMS, Docebo, LearnUpon
Gemini 3.5 FlashSkilljar alternatives: Absorb LMS, Docebo, LearnUpon, Thought Industries, WorkRamp
Perplexity SonarSkilljar alternatives: Absorb LMS, LearnUpon, LearnWorlds, TalentLMS
Qwen 3.7 FlashSkilljar alternatives: Helpjuice, Pendo, UserGuiding
GPT-6 LunaSkilljar alternatives: LearnUpon, Thinkific
WorkRamp first, Skilljar an alternative
1 of 14 modelsSkilljar was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashWorkRamp alternatives: Docebo, LearnUpon, Skilljar, Thought Industries
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.Grok 4.20LearnUpon alternatives: Skilljar, Thought Industries
Mistral SmallLearnUpon alternatives: Absorb LMS, Docebo, Skilljar, Thought Industries
Llama 4 MaverickLearnUpon alternatives: Absorb LMS, Seismic, Skilljar, TalentLMS
Kimi K2Thought Industries alternatives: Absorb LMS, LearnUpon, Skilljar
GLM 4.7 FlashXAbsorb LMS, LearnUpon alternatives: Skilljar, TalentLMS
MiniMax M2.5LearnUpon, TalentLMS alternatives: Skilljar
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Muse Glimmer 30BAbsorb LMS, Thought Industries alternatives: Disco, LearnUpon
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
Skilljar leads by two points.
Skilljar2%#6 of 12WorkRamp0%#10 of 12Mid-marketThe figures above
Enterprise
Skilljar leads by thirty-four points.
Skilljar34%#1 of 10WorkRamp0%#9 of 10What the models said about Skilljar
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid enterprise tools like Skilljar, Docebo, or Thought Industries” Grok 4.20 · budget prompt · hard negative
“Avoid (Enterprise-Only Pricing)” Kimi K2 · budget prompt · hard negative
“its value depends a lot on surrounding integrations and data flows working reliably. That makes it something to scrutinize carefully” GPT-5.4 mini · negative prompt · soft negative
“Top for enterprise-grade customer education; strong in onboarding, certifications, Salesforce integration, and analytics. Great for scaling programs.” Grok 4.20 · scale prompt · first choice
“Skilljar is typically the strongest choice when training must connect to CRM records, product adoption, renewals, or health scores.” Perplexity Sonar · comparative prompt · first choice
“Industry standard for B2B SaaS; excellent analytics on how training impacts customer retention and product adoption.” Gemini 3.5 Flash · comparative prompt · first choice
What the models said about WorkRamp
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid (Enterprise-Only Pricing)” Kimi K2 · budget prompt · hard negative
“Be cautious if customer education is your only priority and you need deep customer-specific functionality or live training” Perplexity Sonar · negative prompt · soft negative
“WorkRamp has seen a decline in user preference ... may not be the best fit for all organizations” Mistral Small · negative prompt · soft negative
“WorkRamp is currently the strongest all-around recommendation” DeepSeek V4 Flash · direct prompt · first choice
“Best For: Companies wanting an All-in-One platform for both Customer Education and Internal (Employee/Sales Enablement) Training.” Gemini 3.5 Flash · direct prompt · alternative
“Choose WorkRamp if: You want a single learning platform to handle sales enablement, employee training, and customer education.” Gemini 3.5 Flash · comparative prompt · alternative
Also compared
Skilljar vs LearnUponSkilljar vs TalentLMSSkilljar vs LearnWorldsSkilljar vs Absorb LMSSkilljar vs Thought IndustriesSkilljar vs 360LearningLearnUpon vs WorkRampTalentLMS vs WorkRampLearnWorlds vs WorkRampAbsorb LMS vs WorkRampThought Industries vs WorkRamp360Learning vs WorkRampAll twenty-eight head-to-head pages and the full customer education standing
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.