| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Customer education and LMS | Customer | 33% | 1 of 81 | 0% | 47 | endorsed leader |
| Sales coaching and training | Sales | 0% | 36 of 124 | 0% | 3 | under 10 labels · led by SalesHood at 27% |
| Digital adoption and onboarding | Customer | 0% | 53 of 58 | 0% | 1 | under 10 labels · led by Userpilot at 29% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 2 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 1 | 3 | 0 | 0 | 4 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.1 Fast | 2 | 2 | 1 | 0 | 5 |
| Mistral Small | 2 | 2 | 0 | 0 | 4 |
| DeepSeek V4 Flash | 1 | 3 | 2 | 0 | 6 |
| Llama 4 Maverick | 2 | 0 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 5 | 1 | 0 | 6 |
| Kimi K2 | 3 | 2 | 2 | 0 | 7 |
| GLM 4.7 FlashX | 1 | 3 | 0 | 0 | 4 |
| MiniMax M2.5 | 1 | 1 | 2 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Safer Alternatives to Consider | TalentLMS | Transparent pricing (starts at $119/month), free plan available, quick deployment” Kimi K2 · Customer education · negative prompt · first choice
“If you want a formal "Academy" feel ... without enterprise-level prices, TalentLMS is the industry standard.” Gemini 3.5 Flash · Customer education · budget prompt · first choice
“The best customer education platform for a company with a limited budget is TalentLMS, which offers a free plan” Llama 4 Maverick · Customer education · budget prompt · first choice
“TalentLMS stands out as the best customer education platform for companies with a limited budget.” Grok 4.1 Fast · Customer education · budget prompt · first choice
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.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 19 of the 128 answers that named TalentLMS and are not a share of its labels.
Sixty of the sixty domain citations in answers naming TalentLMS came from somebody else's page.
Pages are listed as the models cited them.
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 TalentLMS'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 TalentLMS, 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 talentlms.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.