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Embedded analytics · November 2026 Edition

Sisense vs Embeddable

Five of fourteen models named Sisense first on the direct prompt; zero named Embeddable. Sisense was named by fourteen of the fourteen models and Embeddable by eleven and Sisense carries 50 labels and Embeddable 27, so the shares are not directly comparable.

Sisense

accepted challenger

Named in one category this edition.

Embeddable

accepted challenger

Named in one category this edition.

First-choice share11%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate24%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 15; printed, not drawn.
Labels5027A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Sisense reading right to left. Rank and label count are printed, not drawn.Metabase vs Sisense · Metabase vs Embeddable · Luzmo vs Sisense

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 embedded analytics page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SisenseFirst choices, of fourteen modelsEmbeddable
Direct50
Paraphrase011 against Sisense
Comparative60
Budget-constrained014 against Sisense · 1 against Embeddable
Scale-constrained001 against Sisense
Negative106 against Sisense
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Sisense and Embeddable were named in the same answer fifty-three times, of the 140 answers naming Sisense and the 82 naming Embeddable. In those answers Embeddable took the first choice two times and Sisense nine.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Sisense and Embeddable stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Sisense Embeddable first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sisense on the left and Embeddable on the right.

The direct prompt

The plain question, one answer per model, grouped by where Sisense and Embeddable stood in it.

Sisense first, Embeddable not the choice

5 of 14 modelsEmbeddable was named in the answer but not as the choice, or not at all.
GPT-5.4 miniSisense alternatives: Looker, Metabase, Power BI Embedded, Toucan
Mistral SmallCube, Sisense alternatives: Power BI Embedded, Tableau Embedded Analytics
DeepSeek V4 FlashLuzmo, Sisense alternatives: GoodData, Microsoft Power BI Embedded
Qwen 3.7 FlashSisense alternatives: GoodData, Looker, Luzmo, Qrvey, Zoho Analytics
GLM 4.7 FlashXSisense alternatives: Looker, Power BI Embedded

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5no first choice alternatives: Metabase, Microsoft Power BI Embedded, Omni, Sigma, Sisense
Gemini 3.5 FlashLuzmo alternatives: Embeddable, Explo, Omni, Qrvey
Perplexity SonarQrvey alternatives: Embeddable, GoodData, Holistics, Looker Embedded, Omni, Power BI Embedded, Sigma, Sisense
Grok 4.20Microsoft Power BI Embedded alternatives: Domo Everywhere, Dundas BI, Looker, Qlik Sense Embedded, Qrvey, Sisense, Tableau Embedded Analytics
Kimi K2Microsoft Power BI Embedded alternatives: Embeddable, Looker, Luzmo, Sisense, Tableau Embedded Analytics
Muse Glimmer 30BQrvey alternatives: Dundas BI, Embeddable, Holistics, Luzmo, Omni, Power BI Embedded, Sisense, Zoho Analytics

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Llama 4 Maverickno first choice
MiniMax M2.5Domo Everywhere, Microsoft Power BI Embedded alternatives: Looker, Qlik Embedded Analytics / QAP, Tableau Embedded Analytics
GPT-6 LunaMetabase alternatives: Looker, Power BI Embedded, Sigma

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
Level: the same share of first choices.
Sisense0%#12 of 13
Embeddable0%#8 of 13
The full small business standing →
Mid-marketThe figures above
Sisense leads by six points.
Sisense11%#3 of 15
Embeddable4%#6 of 15
The full mid-market standing →
Enterprise
Sisense leads by fifteen points.
Sisense30%#1 of 15
Embeddable15%#2 of 15
The full enterprise standing →

What the models said about Sisense

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Verdict: Exercise extreme caution, especially for sensitive data” Kimi K2 · negative prompt · hard negative
“Avoid high-end tools like Tableau ($75+/user), Sisense ($399+)” Grok 4.20 · budget prompt · hard negative
“Avoid platforms like Luzmo ($2,000+/month), Sisense” DeepSeek V4 Flash · budget prompt · hard negative
“Sisense is widely considered the premier embedded analytics platform, especially for complex data environments.” DeepSeek V4 Flash · comparative prompt · first choice
“If you're building a SaaS product: start with Sisense, ThoughtSpot Embedded, GoodData, or Qrvey” GPT-5.4 mini · comparative prompt · first choice
“The Best All-Rounder: Sisense ... widely considered the gold standard for mid-market companies” Qwen 3.7 Flash · direct prompt · first choice

What the models said about Embeddable

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Embeddable (custom/flat but higher for unlimited use)” Grok 4.20 · budget prompt · hard negative
“Qrvey or Embeddable are often recommended because their flat-rate/fixed pricing prevents unexpected costs as usage grows” MiniMax M2.5 · budget prompt · first choice
“Embeddable is the top recommendation due to its focus on customer-facing analytics, security, and scalable pricing” Mistral Small · paraphrase prompt · first choice
“Consider embedded-native options like Embeddable, Plotly Dash, Retool, or Mode Analytics for better integration” Grok 4.20 · negative prompt · alternative
Also compared

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.