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Dashboards and data visualization · October 2026 Edition

Sigma vs Domo

One of fourteen models named Sigma first on the direct prompt; zero named Domo. Sigma was named by eight of the fourteen models and Domo by eleven and Sigma carries 15 labels and Domo 24, so the shares are not directly comparable.

Sigma

accepted challenger

By SIGMA COMPUTING, San Francisco. Named in two categories this edition.

Domo

accepted challenger

American Fork, United States, founded 2010. Named in five categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%21%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 11; printed, not drawn.
Labels1524A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Sigma reading right to left. Rank and label count are printed, not drawn.Tableau was named alongside these two in thirteen of the fourteen direct answers. Microsoft Power BI vs Sigma · Microsoft Power BI vs Domo · Looker Studio vs Sigma

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

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SigmaFirst choices, of fourteen modelsDomo
Direct101 against Domo
Paraphrase01
Comparative00
Budget-constrained00
Scale-constrained00
Negative004 against Domo
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 October 2026 Edition, Sigma and Domo were named in the same answer eleven times, of the 35 answers naming Sigma and the 78 naming Domo. In those answers Domo took the first choice zero times and Sigma zero.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Sigma and Domo stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
GPT-6 Luna
Muse Glimmer 30B
Sigma Domo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sigma on the left and Domo on the right.

The direct prompt

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

Sigma first, Domo not the choice

1 of 14 modelsDomo was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashSigma alternatives: Explo, Metabase, Microsoft Power BI, Sisense, Tableau

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Mistral SmallTableau alternatives: Domo, Microsoft Power BI
DeepSeek V4 FlashMicrosoft Power BI alternatives: Domo, Looker Studio, Sigma, Tableau, ThoughtSpot
Qwen 3.7 FlashMicrosoft Power BI alternatives: Domo, Looker, Tableau, Zoho Analytics
Kimi K2Microsoft Power BI alternatives: Sigma, Sisense, Tableau
MiniMax M2.5Microsoft Power BI alternatives: Domo, Tableau
GPT-6 LunaMicrosoft Power BI alternatives: Looker, Sigma, Tableau
Muse Glimmer 30BMicrosoft Power BI alternatives: Domo, Looker, Looker Studio, Tableau, ThoughtSpot

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Microsoft Power BI, Tableau alternatives: Metabase
GPT-5.4 miniMicrosoft Power BI alternatives: Looker, Tableau
Perplexity SonarMicrosoft Power BI alternatives: Tableau, Zoho Analytics
Grok 4.1 FastMicrosoft Power BI alternatives: Looker, Tableau, Zoho Analytics
Llama 4 Maverickno first choice
GLM 4.7 FlashXMicrosoft Power BI alternatives: Looker, Qlik Sense, 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
Level: the same share of first choices.
Sigma0%#– of 8
Domo0%#5 of 8
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Sigma2%#6 of 11
Domo2%#7 of 11
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Sigma0%#7 of 10
Domo0%#9 of 10
The full enterprise standing →

What the models said about Sigma

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

“go with Sigma Computing” Gemini 3.5 Flash · direct prompt · first choice
“Choose Sigma if your team lives in Excel, you use Snowflake/Databricks, and you want business users to perform heavy ad-hoc analysis on live data.” Gemini 3.5 Flash · comparative prompt · alternative
“Sisense or Sigma are particularly strong choices due to their embedded analytics capabilities” Kimi K2 · direct prompt · alternative

What the models said about Domo

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

“long-standing complaints about consumption-based credit pricing that makes annual cost hard to predict” Muse Glimmer 30B · negative prompt · hard negative
“If you need strict data sovereignty or already have a strong warehouse and don't want to duplicate data into another cloud.” Perplexity Sonar · negative prompt · soft negative
“advises small-to-medium businesses to avoid these unless they have dedicated data teams and large budgets” MiniMax M2.5 · negative prompt · soft negative
“Domo - a strong fit for mid-to-large organizations that need an all-in-one, self-service cloud analytics platform with broad integrations.” Llama 4 Maverick · paraphrase prompt · first choice
“Cloud-native BI plus data app platform. Strong mobile experience. But requires a bigger budget commitment.” DeepSeek V4 Flash · direct prompt · alternative
“Domo is particularly well aligned with mid-market organizations focused on self-service analytics” Muse Glimmer 30B · direct 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.