# n8n vs Tray.ai: 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 n8n first on the direct prompt; zero named Tray.ai. Page: https://gtm-ai-index.com/gtm-data/workflow-automation-and-ipaas/n8n-vs-tray-ai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| n8n | 12% | #3 of 12 | 18% | 44 | 12 of 12 |
| Tray.ai | 4% | #7 of 12 | 13% | 23 | 8 of 12 |

## The direct prompt, model by model

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

## What the models said about n8n

- "n8n ⚠️ SECURITY CONCERNS ... Webhook URLs have been actively abused by threat actors since October 2025" (Mistral Small, negative prompt, hard negative)
- "Excellent if you have genuine DevOps capacity... A trap if you're a non-technical team looking to save money." (DeepSeek V4 Flash, negative prompt, soft negative)
- "Be cautious of Make (Integromat) and n8n ... they expect you to understand data structures like JSON" (Gemini 3.5 Flash, negative prompt, soft negative)
- "while n8n is the strategic choice if you have technical resources and want to scale without pricing surprises" (Kimi K2, direct prompt, first choice)
- "Privacy, Custom Code, or AI | n8n | Can be self-hosted securely, easily handles custom JavaScript/Python" (Gemini 3.5 Flash, comparative prompt, first choice)
- "Make or n8n offer the best balance of features and cost, depending on your technical capabilities." (GLM 4.7 FlashX, budget prompt, first choice)

## What the models said about Tray.ai

- "Avoid MuleSoft, Workato, and Tray.io (unless you are a major enterprise)" (Gemini 3.5 Flash, negative prompt, hard negative)
- "powerful, but often overkill for smaller teams, and pricing/implementation complexity can be a major caution" (Perplexity Sonar, negative prompt, soft negative)
- "Entirely quote-based pricing with no self-serve option—estimated $595+/month starting point" (Kimi K2, negative prompt, soft negative)
- "Tier 1 Middleware platforms (like Workato, Tray.io, or Microsoft Fabric)" (Qwen 3.7 Flash, scale prompt, first choice)
- "Default choice: Workato or Tray.ai" (Kimi K2, scale prompt, first choice)
- "Choose Workato/Tray.io if you are a large company connecting CRMs to ERPs, require audit trails" (Qwen 3.7 Flash, comparative 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.