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Workflow automation and iPaaS · October 2026 Edition

n8n vs Tray.ai

Zero of fourteen models named n8n first on the direct prompt; zero named Tray.ai. n8n was named by fourteen of the fourteen models and Tray.ai by ten and n8n carries 48 labels and Tray.ai 19, so the shares are not directly comparable.

n8n

accepted challenger

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

Tray.ai

accepted challenger

Named in one category this edition.

First-choice share9%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%21%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 11; printed, not drawn.
Labels4819A 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 Tray.ai · 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 modelsTray.ai
Direct001 against Tray.ai
Paraphrase01
Comparative00
Budget-constrained50
Scale-constrained02
Negative2010 against n8n · 3 against Tray.ai
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 Tray.ai were named in the same answer twenty-two times, of the 131 answers naming n8n and the 47 naming Tray.ai. In those answers Tray.ai took the first choice three times and n8n one.

Every model, every framing

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

The direct prompt

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

Neither was the first choice, one was named

3 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashCeligo alternatives: Make, Tray.ai, Workato, Zapier
Grok 4.20Workato alternatives: Boomi, Celigo, Make, Tray.ai, Zapier
GLM 4.7 FlashXMake alternatives: Zapier, n8n

Neither was named

11 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
Perplexity SonarWorkato alternatives: HubSpot Operations Hub, Make, 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
n8n leads by two points.
n8n2%#5 of 9
Tray.ai0%#– of 9
The full small business standing →
Mid-marketThe figures above
n8n leads by three points.
n8n9%#4 of 11
Tray.ai5%#7 of 11
The full mid-market standing →
Enterprise
Level: the same share of first choices.
n8n2%#8 of 14
Tray.ai2%#6 of 14
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 Tray.ai

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

“Enterprise-scale complexity; pricing is prohibitive for mid-market.” Kimi K2 · direct prompt · hard negative
“not bad tools, but they are often enterprise-first and can require significant IT involvement” Perplexity Sonar · negative prompt · soft negative
“Avoid Workato or Tray.io if you have a tight budget or simple needs” Gemini 3.5 Flash · negative prompt · soft negative
“Workato and Tray.io tend to hit the sweet spot for this stage” DeepSeek V4 Flash · scale prompt · first choice
“Tools like Workato or Tray.io shine for your size” Grok 4.20 · scale prompt · first choice
“The Best Overall Choice: Tray.io” Qwen 3.7 Flash · 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.