| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Dashboards and data visualization | GTM data and infrastructure | 2% | 7 of 73 | 16% | 25 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 2 | 2 | 1 | 5 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 2 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 1 | 3 |
| MiniMax M2.5 | 0 | 2 | 0 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“Qlik Sense is a powerful tool for associative analysis and is a good fit for mid-market and enterprise organizations.” Llama 4 Maverick · BI & dashboards · paraphrase prompt · first choice
“If you have complex data relationships: Qlik Sense (associative analytics model)” Mistral Small · BI & dashboards · scale prompt · alternative
“Qlik Sense: Choose if you need associative analytics and free-form exploration” MiniMax M2.5 · BI & dashboards · direct prompt · alternative
“Choose Qlik if you need deep, associative data exploration capabilities.” Mistral Small · BI & dashboards · comparative prompt · alternative
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.
“Performance degradation with large datasets (slow around 5GB) ... Steep learning curve” GLM 4.7 FlashX · BI & dashboards · negative prompt · soft negative
“Steeper learning curve; performance degradation with large datasets” Kimi K2 · BI & dashboards · negative prompt · soft negative
“Qlik Sense (but consider strategic uncertainty)” Mistral Small · BI & dashboards · negative prompt · soft negative
“Steeper learning curve than competitors” MiniMax M2.5 · BI & dashboards · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 10 of the 70 answers that named Qlik Sense and are not a share of its labels.
Thirty-seven of the thirty-seven domain citations in answers naming Qlik Sense 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 Qlik Sense'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 Qlik Sense, 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 qliksense.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.