Customer education and LMS · November 2026 Edition
Thought Industries vs WorkRamp
Two of fourteen models named Thought Industries first on the direct prompt; one named WorkRamp. Thought Industries was named by thirteen of the fourteen models and WorkRamp by eleven and Thought Industries carries 41 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 share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate22%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 13; printed, not drawn.
Labels4122A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Thought Industries reading right to left. Rank and label count are printed, not drawn.Skilljar was named alongside these two in thirteen of the fourteen direct answers. Skilljar vs Thought Industries · Skilljar vs WorkRamp · LearnUpon vs Thought Industries
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.
Thought IndustriesFirst choices, of fourteen modelsWorkRamp
Direct211 against Thought Industries
Paraphrase00
Comparative00
Budget-constrained002 against Thought Industries · 2 against WorkRamp
Scale-constrained00
Negative006 against Thought Industries · 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, Thought Industries and WorkRamp were named in the same answer forty-six times, of the 112 answers naming Thought Industries and the 60 naming WorkRamp. In those answers WorkRamp took the first choice one time and Thought Industries two.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Thought Industries 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 | | | | |
Thought Industries WorkRamp first choice named as an alternative argued againstblank: not namedEach cell is one answer, Thought Industries on the left and WorkRamp on the right.The direct prompt
The plain question, one answer per model, grouped by where Thought Industries and WorkRamp stood in it.
Thought Industries first, WorkRamp not the choice
2 of 14 modelsWorkRamp was named in the answer but not as the choice, or not at all.Kimi K2Thought Industries alternatives: Absorb LMS, LearnUpon, Skilljar
Muse Glimmer 30BAbsorb LMS, Thought Industries alternatives: Disco, LearnUpon
WorkRamp first, Thought Industries an alternative
1 of 14 modelsThought Industries 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
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Intellum, Skilljar alternatives: Absorb LMS, LearnUpon, TalentLMS, Thought Industries, WorkRamp
Gemini 3.5 FlashSkilljar alternatives: Absorb LMS, Docebo, LearnUpon, Thought Industries, WorkRamp
Grok 4.20LearnUpon alternatives: Skilljar, Thought Industries
Mistral SmallLearnUpon alternatives: Absorb LMS, Docebo, Skilljar, Thought Industries
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniSkilljar alternatives: Absorb LMS, Docebo, LearnUpon
Perplexity SonarSkilljar alternatives: Absorb LMS, LearnUpon, LearnWorlds, TalentLMS
Llama 4 MaverickLearnUpon alternatives: Absorb LMS, Seismic, Skilljar, TalentLMS
Qwen 3.7 FlashSkilljar alternatives: Helpjuice, Pendo, UserGuiding
GLM 4.7 FlashXAbsorb LMS, LearnUpon alternatives: Skilljar, TalentLMS
MiniMax M2.5LearnUpon, TalentLMS alternatives: Skilljar
GPT-6 LunaSkilljar alternatives: LearnUpon, Thinkific
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.
Thought Industries0%#11 of 12WorkRamp0%#10 of 12Mid-marketThe figures above
Thought Industries leads by two points.
Thought Industries4%#6 of 13WorkRamp2%#8 of 13Enterprise
Thought Industries leads by eight points.
Thought Industries8%#4 of 10WorkRamp0%#9 of 10What the models said about Thought Industries
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
“Lower average rating than peers; reviews mention needs for better reporting, dashboards, and functionality.” Grok 4.20 · negative prompt · soft negative
“Thought Industries is frequently cited as the mid-market specialist with flexible API and white-label academy.” Muse Glimmer 30B · direct prompt · first choice
“Thought Industries ⭐ Best Overall for Mid-Market B2B” Kimi K2 · direct prompt · first choice
“Thought Industries is better for organizations operating several branded academies or selling professional education.” Perplexity Sonar · comparative prompt · alternative
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 Thought IndustriesSkilljar vs WorkRampLearnUpon vs Thought IndustriesLearnUpon vs WorkRampTalentLMS vs Thought IndustriesTalentLMS vs WorkRampLearnWorlds vs Thought IndustriesLearnWorlds vs WorkRampAbsorb LMS vs Thought IndustriesAbsorb LMS vs WorkRampThought Industries vs 360Learning360Learning 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.