Zoho Analytics vs Qlik Sense
Zero of fourteen models named Zoho Analytics first on the direct prompt; zero named Qlik Sense. Zoho Analytics was named by twelve of the fourteen models and Qlik Sense by fourteen and Zoho Analytics carries 19 labels and Qlik Sense 38, so the shares are not directly comparable.
Named in four categories this edition.
By Qlik, King of Prussia, United States, founded 1993. Named in one category 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.
By framing
Zoho AnalyticsFirst choices, of fourteen modelsQlik Sense
Across every category in the November 2026 Edition, Zoho Analytics and Qlik Sense were named in the same answer twenty-seven times, of the 95 answers naming Zoho Analytics and the 102 naming Qlik Sense. In those answers Qlik Sense took the first choice zero times and Zoho Analytics one.
Every model, every framing
| 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 | | |
Zoho Analytics Qlik Sense first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zoho Analytics on the left and Qlik Sense on the right.The direct prompt
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.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
Zoho Analytics12%#4 of 9Qlik Sense0%#6 of 9Zoho Analytics4%#5 of 13Qlik Sense2%#6 of 13Qlik Sense2%#4 of 13Zoho Analytics0%#– of 13What the models said about Zoho Analytics
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Zoho Analytics, for example, may require annual purchasing; avoid committing before testing data connectors, user growth, and cancellation terms.” Perplexity Sonar · negative prompt · soft negative
“Zoho Analytics: It is a top pick for businesses that want to bring data from multiple applications into customizable dashboards” Llama 4 Maverick · budget prompt · first choice
“Zoho Analytics (Best Overall for Budget-Conscious Teams)” Claude Haiku 4.5 · budget prompt · first choice
“Best affordable all-purpose option for combining accounting, CRM, ecommerce, and operational data” Perplexity Sonar · budget prompt · alternative
What the models said about Qlik Sense
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
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.