Workflow automation and iPaaS · October 2026 Edition
Workato vs Pabbly Connect
Eight of fourteen models named Workato first on the direct prompt; zero named Pabbly Connect. Workato was named by fourteen of the fourteen models and Pabbly Connect by ten and Workato carries 56 labels and Pabbly Connect 10, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share28%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#8A position in a field of 11; printed, not drawn.
Labels5610A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Workato reading right to left. Rank and label count are printed, not drawn.Make was named alongside these two in nine of the fourteen direct answers. Workato vs Make · Workato vs Celigo · Workato 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.
WorkatoFirst choices, of fourteen modelsPabbly Connect
Direct802 against Workato
Paraphrase40
Comparative10
Budget-constrained011 against Workato
Scale-constrained40
Negative005 against Workato
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Workato and Pabbly Connect stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 | | | | | | |
Workato Pabbly Connect first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workato on the left and Pabbly Connect on the right.The direct prompt
The plain question, one answer per model, grouped by where Workato and Pabbly Connect stood in it.
Workato first, Pabbly Connect not the choice
8 of 14 modelsPabbly Connect was named in the answer but not as the choice, or not at all.GPT-5.4 miniWorkato alternatives: Boomi, Microsoft Power Automate, MuleSoft Anypoint Platform, 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
Qwen 3.7 FlashWorkato alternatives: Jitterbit Harmony, Make, Microsoft Power Automate
GPT-6 LunaWorkato alternatives: Boomi, Make, Microsoft Power Automate
Muse Glimmer 30BCeligo integrator.io, Workato
Neither was the first choice, one was named
2 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
MiniMax M2.5Make, Zapier alternatives: Workato
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
Llama 4 MaverickAdRoll ABM alternatives: Boomi, Celigo's integrator.io
Kimi K2Make alternatives: Microsoft Power Automate, Zapier
GLM 4.7 FlashXMake alternatives: Zapier, n8n
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 three points.
Pabbly Connect3%#4 of 9Workato0%#9 of 9Mid-marketThe figures above
The order flips: Workato leads at mid-market.
Workato28%#1 of 11Pabbly Connect2%#8 of 11Enterprise
Pabbly Connect is not named for this buyer.
Workato42%#1 of 14Pabbly Connect—not namedWhat the models said about Workato
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Caution points are cost and complexity... Overkill for small teams; licensing and implementation costs can be high relative to simpler needs.” Muse Glimmer 30B · negative prompt · soft negative
“often enterprise-first and can require significant IT involvement ... may be overkill for simple team automation” Perplexity Sonar · negative prompt · soft negative
“Powerful but expensive (~$2,500+/month...). Better for enterprises with dedicated integration budgets.” Kimi K2 · direct prompt · soft negative
“For most mid-market B2B companies, Workato is the best overall choice due to its scalability, depth, and B2B-focused integrations.” Mistral Small · direct prompt · first choice
“Workato is most often named as the overall "best for mid-market and enterprise IT teams running governed integrations"” Muse Glimmer 30B · direct prompt · first choice
“Workato is the safest and most flexible first choice if you want business teams to automate across apps” DeepSeek V4 Flash · direct 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
Workato vs MakeWorkato vs CeligoWorkato vs n8nWorkato vs BoomiWorkato vs ZapierWorkato vs Tray.aiMake vs Pabbly ConnectCeligo vs Pabbly Connectn8n vs Pabbly ConnectBoomi vs Pabbly ConnectZapier vs Pabbly ConnectTray.ai vs Pabbly ConnectAll twenty-eight head-to-head pages and the full automation & ipaas standing
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.