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Index › GTM data and infrastructure › Automation & iPaaS › Celigo vs Boomi
Workflow automation and iPaaS · October 2026 Edition

Celigo vs Boomi

Two of fourteen models named Celigo first on the direct prompt; zero named Boomi. Celigo was named by twelve of the fourteen models and Boomi by fourteen and Celigo carries 18 labels and Boomi 30, so the shares are not directly comparable.

Celigo

accepted challenger

Named in three categories this edition.

Boomi

accepted challenger

By Dell Boomi, Chesterbrook. Named in one category this edition.

First-choice share12%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 11; printed, not drawn.
Labels1830A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Celigo reading right to left. Rank and label count are printed, not drawn.Workato was named alongside these two in ten of the fourteen direct answers. Workato vs Celigo · Workato vs Boomi · Make vs Celigo

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 workflow automation and ipaas page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CeligoFirst choices, of fourteen modelsBoomi
Direct201 against Boomi
Paraphrase55
Comparative00
Budget-constrained00
Scale-constrained001 against Boomi
Negative001 against Boomi
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, Celigo and Boomi were named in the same answer thirty-four times, of the 48 answers naming Celigo and the 82 naming Boomi. In those answers Boomi took the first choice four times and Celigo seven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Celigo and Boomi 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
Celigo Boomi first choice named as an alternative argued againstblank: not namedEach cell is one answer, Celigo on the left and Boomi on the right.

The direct prompt

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

Celigo first, Boomi not the choice

2 of 14 modelsBoomi was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashCeligo alternatives: Make, Tray.ai, Workato, Zapier
DeepSeek V4 FlashCeligo, Workato alternatives: Make, Microsoft Power Automate

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniWorkato alternatives: Boomi, Microsoft Power Automate, MuleSoft Anypoint Platform, Zapier
Grok 4.20Workato alternatives: Boomi, Celigo, Make, Tray.ai, Zapier
Llama 4 MaverickAdRoll ABM alternatives: Boomi, Celigo's integrator.io
GPT-6 LunaWorkato alternatives: Boomi, Make, Microsoft Power Automate

Neither was named

8 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice
Perplexity SonarWorkato alternatives: HubSpot Operations Hub, Make, Zapier
Mistral SmallWorkato alternatives: HubSpot Marketing Hub, Jitterbit Harmony, Microsoft Power Automate
Qwen 3.7 FlashWorkato alternatives: Jitterbit Harmony, Make, Microsoft Power Automate
Kimi K2Make alternatives: Microsoft Power Automate, Zapier
GLM 4.7 FlashXMake alternatives: Zapier, n8n
MiniMax M2.5Make, Zapier alternatives: Workato
Muse Glimmer 30BCeligo integrator.io, Workato

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
Celigo leads by three points.
Celigo5%#3 of 9
Boomi2%#7 of 9
The full small business standing →
Mid-marketThe figures above
Celigo leads by three points.
Celigo12%#3 of 11
Boomi9%#5 of 11
The full mid-market standing →
Enterprise
The order flips: Boomi leads at enterprise.
Boomi9%#4 of 14
Celigo0%#9 of 14
The full enterprise standing →

What the models said about Celigo

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

“Celigo and Workato are top picks due to their balance of ease of use, scalability, and strong B2B-focused features” Mistral Small · paraphrase prompt · first choice
“→ Start with Celigo. It hits the sweet spot of capability, cost, and usability for mid-market B2B.” Kimi K2 · paraphrase prompt · first choice
“Celigo for most NetSuite‑centric or SaaS‑heavy stacks with a mix of IT and business users” GLM 4.7 FlashX · paraphrase prompt · first choice

What the models said about Boomi

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 Heavy Enterprise Middleware (MuleSoft, Boomi, TIBCO) unless you are a Fortune 500 company” Gemini 3.5 Flash · negative prompt · hard negative
“Complexity and cost... Overkill for most mid-market companies unless you have significant legacy infrastructure.” DeepSeek V4 Flash · direct prompt · soft negative
“heavyweight legacy platforms like MuleSoft or Boomi” Gemini 3.5 Flash · scale prompt · soft negative
“My default recommendation is Boomi for a mid-sized B2B company that needs a general-purpose integration platform” GPT-6 Luna · paraphrase prompt · first choice
“Boomi is usually the safest "general-purpose" recommendation for a mid-sized B2B company” GPT-5.4 mini · paraphrase prompt · first choice
“Boomi if you need robust hybrid/on‑prem connectivity and B2B/EDI integration” GLM 4.7 FlashX · paraphrase prompt · first choice
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.