Dashboards and data visualization · September 2026 Edition
Zoho Analytics vs Qlik Sense
One of twelve models named Zoho Analytics first on the direct prompt; zero named Qlik Sense. Zoho Analytics was named by ten of the twelve models and Qlik Sense by twelve and Zoho Analytics carries 18 labels and Qlik Sense 25, so the shares are not directly comparable.
By Zoho Office Suite, India, India, founded 1996. Named in two categories this edition.
Named in one category this edition.
First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%16%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 13; printed, not drawn.
Labels1825A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zoho Analytics reading right to left. Rank and label count are printed, not drawn.Microsoft Power BI was named alongside these two in twelve of the twelve direct answers. Microsoft Power BI vs Zoho Analytics · Microsoft Power BI vs Qlik Sense · Looker Studio vs Zoho Analytics
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Zoho AnalyticsFirst choices, of twelve modelsQlik Sense
Direct10
Paraphrase01
Comparative00
Budget-constrained00
Scale-constrained00
Negative001 against Zoho Analytics · 4 against Qlik Sense
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Zoho Analytics and Qlik Sense stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | |||||
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | |
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
The plain question, one answer per model, grouped by where Zoho Analytics and Qlik Sense stood in it.
Zoho Analytics first, Qlik Sense not the choice
1 of 12 modelsQlik Sense was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Microsoft Power BI, Zoho Analytics alternatives: Looker, Metabase, Omni, Tableau
Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.1 FastMicrosoft Power BI alternatives: Metabase, Tableau, Zoho Analytics
DeepSeek V4 FlashMicrosoft Power BI alternatives: Looker, Sigma, Tableau, Zoho Analytics
MiniMax M2.5Microsoft Power BI alternatives: Domo, Qlik Sense, Tableau, ThoughtSpot
Neither was named
8 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniMicrosoft Power BI alternatives: Domo, Looker, Tableau, ThoughtSpot
Gemini 3.5 FlashMicrosoft Power BI alternatives: Cube, Metabase, Sigma, Sisense
Perplexity SonarMicrosoft Power BI alternatives: Fairview, Looker
Mistral SmallMicrosoft Power BI alternatives: Domo, Looker, Sisense, Tableau
Llama 4 MaverickThoughtSpot alternatives: Hex, Looker, Microsoft Power BI, Sigma, Sisense, Tableau
Qwen 3.7 FlashMicrosoft Power BI alternatives: Tableau, ThoughtSpot
Kimi K2Microsoft Power BI alternatives: Looker, Looker Studio, Tableau
GLM 4.7 FlashXMicrosoft Power BI alternatives: Looker, Tableau
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Zoho Analytics leads by twenty-seven points.
Zoho Analytics27%#3 of 8Qlik Sense0%#– of 8Mid-marketThe figures above
Level: the same share of first choices.
Zoho Analytics2%#6 of 13Qlik Sense2%#7 of 13Enterprise
The order flips: Qlik Sense leads at enterprise.
Qlik Sense2%#5 of 11Zoho Analytics0%#– of 11What 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.
“Performance dips above 10M rows; limited enterprise scalability” Kimi K2 · negative prompt · soft negative
“Zoho Analytics, Microsoft Power BI, and Metabase offer the best balance of cost and capability” Claude Haiku 4.5 · direct prompt · first choice
“For small businesses: Zoho Analytics provides the best balance of features and cost with a generous free tier.” MiniMax M2.5 · budget prompt · alternative
“affordable (from ~$25/mo), AI-powered, and excellent for mixed tech stacks with limited dedicated BI staff” DeepSeek V4 Flash · direct 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.
“Performance degradation with large datasets (slow around 5GB) ... Steep learning curve” GLM 4.7 FlashX · negative prompt · soft negative
“Steeper learning curve; performance degradation with large datasets” Kimi K2 · negative prompt · soft negative
“Qlik Sense (but consider strategic uncertainty)” Mistral Small · negative prompt · soft negative
“Qlik Sense is a powerful tool for associative analysis and is a good fit for mid-market and enterprise organizations.” Llama 4 Maverick · paraphrase prompt · first choice
“If you have complex data relationships: Qlik Sense (associative analytics model)” Mistral Small · scale prompt · alternative
“Qlik Sense: Choose if you need associative analytics and free-form exploration” MiniMax M2.5 · direct prompt · alternative
Also compared
Microsoft Power BI vs Zoho AnalyticsMicrosoft Power BI vs Qlik SenseLooker Studio vs Zoho AnalyticsLooker Studio vs Qlik SenseMetabase vs Zoho AnalyticsMetabase vs Qlik SenseTableau vs Zoho AnalyticsTableau vs Qlik SenseThoughtSpot vs Zoho AnalyticsThoughtSpot vs Qlik SenseAll twenty-one head-to-head pages and the full BI & dashboards standing
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.