# Zapier vs Tray.ai: which do AI models recommend for automation & ipaas, October 2026

GTM AI Recommendation Index, October 2026 Edition, Workflow automation and iPaaS. One of fourteen models named Zapier first on the direct prompt; zero named Tray.ai. Page: https://gtm-ai-index.com/gtm-data/workflow-automation-and-ipaas/zapier-vs-tray-ai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zapier | 5% | #6 of 11 | 35% | 66 | 14 of 14 |
| Tray.ai | 5% | #7 of 11 | 21% | 19 | 10 of 14 |

## The direct prompt, model by model

- MiniMax M2.5: zapier first (first choices: Make, Zapier) (alternatives: Workato)
- GPT-5.4 mini: neither first, one named (first choices: Workato) (alternatives: Boomi, Microsoft Power Automate, MuleSoft Anypoint Platform, Zapier)
- Gemini 3.5 Flash: neither first, one named (first choices: Celigo) (alternatives: Make, Tray.ai, Workato, Zapier)
- Perplexity Sonar: neither first, one named (first choices: Workato) (alternatives: HubSpot Operations Hub, Make, Zapier)
- Grok 4.1 Fast: neither first, one named (first choices: Workato) (alternatives: Boomi, Celigo, Make, Tray.ai, Zapier)
- Kimi K2: neither first, one named (first choices: Make) (alternatives: Microsoft Power Automate, Zapier)
- GLM 4.7 FlashX: neither first, one named (first choices: Make) (alternatives: Zapier, n8n)
- Claude Haiku 4.5: neither named
- Mistral Small: neither named (first choices: Workato) (alternatives: HubSpot Marketing Hub, Jitterbit Harmony, Microsoft Power Automate)
- DeepSeek V4 Flash: neither named (first choices: Celigo, Workato) (alternatives: Make, Microsoft Power Automate)
- Llama 4 Maverick: neither named (first choices: AdRoll ABM) (alternatives: Boomi, Celigo's integrator.io)
- Qwen 3.7 Flash: neither named (first choices: Workato) (alternatives: Jitterbit Harmony, Make, Microsoft Power Automate)
- GPT-6 Luna: neither named (first choices: Workato) (alternatives: Boomi, Make, Microsoft Power Automate)
- Muse Glimmer 30B: neither named (first choices: Celigo integrator.io, Workato)

## What the models said about Zapier

- "lacks the governance, error-handling, and scalability needed for core B2B operations... Use for ad-hoc automations, not your backbone." (DeepSeek V4 Flash, direct prompt, hard negative)
- "Zapier remains SOC 2 Type II / SOC 3 certified and is fastest for simple low-volume workflows, but be cautious for regulated data, high-volume or credential-sensitive flows." (Muse Glimmer 30B, negative prompt, soft negative)
- "Zapier - Offers a wide range of integrations (7,000+ apps) and a user-friendly interface. It has a free plan available" (Llama 4 Maverick, budget prompt, first choice)
- "Zapier: The market leader. Known for having the most integrations (5,000+) and being the easiest to set up." (Qwen 3.7 Flash, comparative prompt, first choice)
- "Zapier wins for non-technical teams (zero learning curve)... Zapier/Make for general SaaS automation" (Grok 4.1 Fast, comparative prompt, first choice)

## What the models said about Tray.ai

- "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 4.1 Fast, scale prompt, first choice)
- "The Best Overall Choice: Tray.io" (Qwen 3.7 Flash, paraphrase prompt, first choice)

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. 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.