Zero of fourteen models named Qlik Sense first on the direct prompt; one named Domo. Qlik Sense was named by fourteen of the fourteen models and Domo by ten and Qlik Sense carries 38 labels and Domo 22, so the shares are not directly comparable.
By Qlik, King of Prussia, United States, founded 1993. Named in one category this edition.
American Fork, United States, founded 2010. Named in four categories this edition.
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 dashboards and data visualization page.
Across every category in the November 2026 Edition, Qlik Sense and Domo were named in the same answer forty-two times, of the 102 answers naming Qlik Sense and the 73 naming Domo. In those answers Domo took the first choice zero times and Qlik Sense one.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Proprietary tools with limited data export options (e.g., some Qlik or Tableau deployments) can make migration difficult later.” MiniMax M2.5 · negative prompt · soft negative
“Products such as Sisense, Domo, and Qlik may be capable, but quote-led pricing makes total cost and renewal exposure harder to assess.” Perplexity Sonar · negative prompt · soft negative
“Sigma, Looker, Amazon Quick Sight and Qlik's agentic features are commonly flagged for extra due diligence.” Muse Glimmer 30B · negative prompt · soft negative
“Qlik Sense (if you need strong data exploration)” GLM 4.7 FlashX · scale prompt · first choice
“Choose Qlik if associative exploration, complex data discovery, and minimizing dependence on a single cloud ecosystem are priorities.” Perplexity Sonar · paraphrase prompt · alternative
“Choose Qlik Sense if you want to discover hidden relationships in your data through associative analysis” Kimi K2 · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid or Consider Carefully: Domo: Consumption-based pricing can be unpredictable” Kimi K2 · paraphrase prompt · hard negative
“Products such as Sisense, Domo, and Qlik may be capable, but quote-led pricing makes total cost and renewal exposure harder to assess.” Perplexity Sonar · negative prompt · soft negative
“Opaque and potentially expensive pricing (not transparent, scales poorly for larger needs). Steep learning curve” Grok 4.20 · negative prompt · soft negative
“Start with Power BI or Domo depending on your specific situation” MiniMax M2.5 · direct prompt · first choice
“Choose Domo when rapid integration of many business data sources is more important than maximum visualization sophistication.” Perplexity Sonar · comparative prompt · alternative
“Choose Domo if: You are a marketing team or an SME that needs a mobile-friendly, all-in-one cloud platform” GLM 4.7 FlashX · comparative prompt · alternative
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.