2 categories · RankedWorkRamp
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Customer education and LMS | Customer | 7% | 4 of 81 | 27% | 26 | criticized challenger |
| Sales coaching and training | Sales | 0% | 84 of 124 | 0% | 1 | under 10 labels · led by SalesHood at 27% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 1 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Tier 2: The Mid-Market All-Rounders (Highly recommended for 500-person companies)... WorkRamp: An exceptional "hybrid" LMS.” Gemini 3.5 Flash · Customer education · scale prompt · first choice
“For most mid-market B2B companies, Skilljar, WorkRamp, or Northpass ... would be the strongest choices” MiniMax M2.5 · Customer education · direct prompt · first choice
“For most mid-market B2B SaaS companies, Northpass or WorkRamp hit the sweet spot” Kimi K2 · Customer education · direct prompt · first choice
“Choose WorkRamp or LearnUpon if your training spans customers plus internal teams or partners.” Perplexity Sonar · Customer education · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“WorkRamp, listed in several rival roundups, currently redirects to a different company's product page (Confirm's "Learn:Up"), which fails identity-verification standards.” Claude Haiku 4.5 · Customer education · negative prompt · hard negative
“Weak and inflexible reporting - Most common complaint; "not very robust," hard to use” Kimi K2 · Customer education · negative prompt · hard negative
“Proceed with Caution: WorkRamp ... its acquisition by Learning Pool has introduced transition uncertainty” Gemini 3.5 Flash · Customer education · negative prompt · soft negative
“Reporting/completion tracking often called weak or manual... be wary if analytics drive your decisions.” Grok 4.1 Fast · Customer education · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 13 of the 67 answers that named WorkRamp and are not a share of its labels.
Domains cited
Seventy-five of the seventy-five domain citations in answers naming WorkRamp came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
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Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when WorkRamp's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as WorkRamp, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at workramp.com is approved on the spot, any other address is reviewed by hand.
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