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Workflow automation and iPaaS · October 2026 Edition

n8n vs Pabbly Connect

Zero of fourteen models named n8n first on the direct prompt; zero named Pabbly Connect. n8n was named by fourteen of the fourteen models and Pabbly Connect by ten and n8n carries 48 labels and Pabbly Connect 10, so the shares are not directly comparable.

n8n

accepted challenger

Berlin, Spain, founded 2019. Named in one category this edition.

Pabbly Connect

accepted challenger

Named in one category this edition.

First-choice share9%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#8A position in a field of 11; printed, not drawn.
Labels4810A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, n8n 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 n8n · Workato vs Pabbly Connect · Make vs n8n

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.
n8nFirst choices, of fourteen modelsPabbly Connect
Direct00
Paraphrase00
Comparative00
Budget-constrained51
Scale-constrained00
Negative2010 against n8n
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, n8n and Pabbly Connect were named in the same answer twenty-one times, of the 131 answers naming n8n and the 24 naming Pabbly Connect. In those answers Pabbly Connect took the first choice two times and n8n six.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where n8n and Pabbly Connect 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
n8n Pabbly Connect first choice named as an alternative argued againstblank: not namedEach cell is one answer, n8n on the left and Pabbly Connect on the right.

The direct prompt

The plain question, one answer per model, grouped by where n8n and Pabbly Connect stood in it.

Neither was the first choice, one was named

1 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GLM 4.7 FlashXMake alternatives: Zapier, n8n

Neither was named

13 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice
GPT-5.4 miniWorkato alternatives: Boomi, Microsoft Power Automate, MuleSoft Anypoint Platform, Zapier
Gemini 3.5 FlashCeligo alternatives: Make, Tray.ai, Workato, Zapier
Perplexity SonarWorkato alternatives: HubSpot Operations Hub, Make, Zapier
Grok 4.20Workato alternatives: Boomi, Celigo, Make, Tray.ai, Zapier
Mistral SmallWorkato alternatives: HubSpot Marketing Hub, Jitterbit Harmony, Microsoft Power Automate
DeepSeek V4 FlashCeligo, Workato alternatives: Make, Microsoft Power Automate
Llama 4 MaverickAdRoll ABM alternatives: Boomi, Celigo's integrator.io
Qwen 3.7 FlashWorkato alternatives: Jitterbit Harmony, Make, Microsoft Power Automate
Kimi K2Make alternatives: Microsoft Power Automate, Zapier
MiniMax M2.5Make, Zapier alternatives: Workato
GPT-6 LunaWorkato alternatives: Boomi, Make, Microsoft Power Automate
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
Pabbly Connect leads by two points.
Pabbly Connect3%#4 of 9
n8n2%#5 of 9
The full small business standing →
Mid-marketThe figures above
The order flips: n8n leads at mid-market.
n8n9%#4 of 11
Pabbly Connect2%#8 of 11
The full mid-market standing →
Enterprise
Pabbly Connect is not named for this buyer.
n8n2%#8 of 14
Pabbly Connect—not named
The full enterprise standing →

What the models said about n8n

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

“Critical vulnerabilities: Multiple CVEs (CVE-2026-27577, CVE-2026-27493) with CVSS scores of 9.4-9.5” GLM 4.7 FlashX · negative prompt · hard negative
“Tens of thousands of systems may be exposed to a critical vulnerability in n8n (CVE-2026-21858)” Claude Haiku 4.5 · negative prompt · hard negative
“This popular open-source workflow automation platform has faced multiple critical vulnerabilities... If you use n8n, ensure you're running the latest versions” MiniMax M2.5 · negative prompt · soft negative
“For a company with a limited budget, n8n stands out as the best overall workflow automation and integration platform.” Grok 4.20 · budget prompt · first choice
“Best Overall Value (Free Option Available) ... n8n is unbeatable if you have technical resources to self-host” Kimi K2 · budget prompt · first choice
“n8n self-hosted or Activepieces gives you truly zero vendor cost and unlimited runs” Muse Glimmer 30B · budget prompt · first choice

What the models said about Pabbly Connect

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

“Pabbly Connect and ClickUp stand out as the best budget-friendly options” Mistral Small · budget prompt · first choice
“Flat-rate preference? Pabbly Connect for lifetime deals under $300 one-time.” Grok 4.20 · budget prompt · alternative
“Activepieces or Pabbly Connect - Lowest cost, easiest to use” GLM 4.7 FlashX · budget 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.