# Celigo vs Pabbly Connect: which do AI models recommend for automation & ipaas, September 2026

GTM AI Recommendation Index, September 2026 Edition, Workflow automation and iPaaS. One of twelve models named Celigo first on the direct prompt; zero named Pabbly Connect. Page: https://gtm-ai-index.com/gtm-data/workflow-automation-and-ipaas/celigo-vs-pabbly-connect/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Celigo | 12% | #4 of 12 | 0% | 18 | 11 of 12 |
| Pabbly Connect | 2% | #8 of 12 | 18% | 11 | 8 of 12 |

## The direct prompt, model by model

- DeepSeek V4 Flash: celigo first (first choices: Celigo, Workato) (alternatives: Boomi, Jitterbit, Tray.ai)
- Gemini 3.5 Flash: neither first, one named (first choices: Workato) (alternatives: Celigo, Make, Tray.ai)
- Grok 4.1 Fast: neither first, one named (first choices: Workato) (alternatives: Boomi, Celigo, Make, Tray.ai)
- Claude Haiku 4.5: neither named (first choices: Workato) (alternatives: Kissflow, Make, Microsoft Power Automate, Zapier)
- GPT-5.4 mini: neither named (first choices: Workato) (alternatives: Boomi, MuleSoft)
- Perplexity Sonar: neither named (first choices: Workato) (alternatives: HubSpot Operations Hub, Make, n8n)
- Mistral Small: neither named (first choices: Workato) (alternatives: Jitterbit Harmony, Tray.ai)
- Llama 4 Maverick: neither named (first choices: Boomi, SnapLogic, Workato)
- Qwen 3.7 Flash: neither named (first choices: Make) (alternatives: Tray.ai, Workato)
- Kimi K2: neither named (first choices: Make, n8n) (alternatives: Workato, Zapier)
- GLM 4.7 FlashX: neither named (first choices: Make) (alternatives: n8n)
- MiniMax M2.5: neither named (first choices: Boomi, SnapLogic) (alternatives: Make, Microsoft Power Automate)

## What the models said about Celigo

- "Best Overall Balance: Celigo ... strikes a perfect middle ground between ease of use and power." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "Choose Celigo if you want faster time-to-value and lower operational overhead" (DeepSeek V4 Flash, direct prompt, first choice)
- "Celigo: Best Overall for ERP-Centric & B2B E-Commerce Operations" (Gemini 3.5 Flash, paraphrase prompt, first choice)

## What the models said about Pabbly Connect

- "Not recommended for production workflows." (DeepSeek V4 Flash, negative prompt, hard negative)
- "Smaller connector library (~1,000 apps vs. 7,000+ for Zapier)" (Kimi K2, negative prompt, soft negative)
- "Pabbly Connect is the value king with free triggers, no feature gating across plans, and a $349 lifetime deal" (Claude Haiku 4.5, budget prompt, first choice)
- "Pabbly Connect provides unlimited workflows starting at around $13.48 per month" (MiniMax M2.5, budget prompt, alternative)
- "Best for High Volume ... Lifetime deal eliminates ongoing subscription worries" (Kimi K2, budget prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.