Customer education and LMS · September 2026 Edition
Gainsight Customer Education vs Absorb LMS
Two of twelve models named Gainsight Customer Education first on the direct prompt; zero named Absorb LMS. Gainsight Customer Education was named by seven of the twelve models and Absorb LMS by twelve and Gainsight Customer Education carries 14 labels and Absorb LMS 27, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share5%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 13; printed, not drawn.
Labels1427A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Gainsight Customer Education reading right to left. Rank and label count are printed, not drawn.LearnUpon was named alongside these two in nine of the twelve direct answers. TalentLMS vs Gainsight Customer Education · TalentLMS vs Absorb LMS · LearnUpon vs Gainsight Customer Education
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
Gainsight Customer EducationFirst choices, of twelve modelsAbsorb LMS
Direct20
Paraphrase01
Comparative00
Budget-constrained00
Scale-constrained00
Negative002 against Gainsight Customer Education
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Gainsight Customer Education and Absorb LMS 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 | |
Gainsight Customer Education Absorb LMS first choice named as an alternative argued againstblank: not namedEach cell is one answer, Gainsight Customer Education on the left and Absorb LMS on the right.The direct prompt
The plain question, one answer per model, grouped by where Gainsight Customer Education and Absorb LMS stood in it.
Gainsight Customer Education first, Absorb LMS not the choice
2 of 12 modelsAbsorb LMS was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashGainsight Customer Education alternatives: LearnUpon, LearnWorlds, WorkRamp
Kimi K2Gainsight Customer Education, WorkRamp alternatives: LearnUpon, Skilljar
Neither was the first choice, one was named
8 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Skilljar alternatives: Gainsight Customer Education, Thought Industries
Gemini 3.5 FlashSkilljar alternatives: Gainsight Customer Education, LearnUpon, TalentLMS, Thought Industries, WorkRamp
Perplexity SonarLearnUpon alternatives: Docebo, Gainsight Customer Education, Skilljar, WorkRamp
Grok 4.1 FastSkilljar alternatives: Absorb LMS, LearnUpon, LearnWorlds, TalentLMS, WorkRamp
Mistral SmallLearnUpon alternatives: Absorb LMS, LearnWorlds, TalentLMS
Qwen 3.7 FlashSkilljar alternatives: Absorb LMS, LearnUpon, TalentLMS, Thinkific, WorkRamp
GLM 4.7 FlashXLearnUpon alternatives: Absorb LMS, Beetsol, LearnWorlds, TalentLMS
MiniMax M2.5Skilljar, WorkRamp alternatives: Gainsight Customer Education, LearnWorlds, TalentLMS
Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniDocebo alternatives: Absorb, LearnUpon, Skilljar, TalentLMS
Llama 4 Maverickno 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
Level: the same share of first choices.
Gainsight Customer Education0%#8 of 12Absorb LMS0%#– of 12Mid-marketThe figures above
Gainsight Customer Education leads by two points.
Gainsight Customer Education5%#5 of 13Absorb LMS2%#7 of 13Enterprise
Gainsight Customer Education leads by seven points.
Gainsight Customer Education7%#– of 10Absorb LMS0%#8 of 10What the models said about Gainsight Customer Education
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Northpass no longer exists as a standalone product (it became Gainsight Customer Education, and Gainsight has since acquired Skilljar too).” Claude Haiku 4.5 · negative prompt · hard negative
“Weak analytics - "Analytics are simply awful," "no consistency between reports"” Kimi K2 · negative prompt · hard negative
“If I had to pick a default for a mid-market B2B company: Northpass (Gainsight Customer Education)” DeepSeek V4 Flash · direct prompt · first choice
“Northpass (Gainsight Customer Education) — *Best Overall for Mid-Market*” Kimi K2 · direct prompt · first choice
“Northpass (now part of Gainsight) differentiates itself by living inside the Gainsight customer success ecosystem” Claude Haiku 4.5 · direct prompt · alternative
What the models said about Absorb LMS
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Absorb LMS (Best Overall for SaaS & Service Companies)” Qwen 3.7 Flash · paraphrase prompt · first choice
“Best if you want strong learner experience and branded customer portals, and can handle a bit more setup: Absorb LMS” GPT-5.4 mini · paraphrase prompt · alternative
“Best for: Teams looking for automated administrative workflows and native course-authoring features.” Gemini 3.5 Flash · comparative prompt · alternative
Also compared
TalentLMS vs Gainsight Customer EducationTalentLMS vs Absorb LMSLearnUpon vs Gainsight Customer EducationLearnUpon vs Absorb LMSSkilljar vs Gainsight Customer EducationSkilljar vs Absorb LMSWorkRamp vs Gainsight Customer EducationWorkRamp vs Absorb LMSGainsight Customer Education vs LearnWorldsGainsight Customer Education vs Thought IndustriesLearnWorlds vs Absorb LMSAbsorb LMS vs Thought IndustriesAll 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.