# Zapier: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 26 judge labels across 2 categories by 11 of 12 models. Page: https://it-ai-index.com/vendors/zapier/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Workflow orchestration | 4% | 8 | 32% | 25 |
| API management | 0% | 39 | 0% | 1 |

## What the models said for it

- "For most small businesses, Make and Zapier are the best balance of cost and ease of use." (Mistral Small, Orchestration)
- "### 1. Zapier (Best for Non-Technical Teams)" (MiniMax M2.5, Orchestration)
- "Zapier and Make are ideal for rapid, visual automation across many SaaS tools." (GLM 4.7 FlashX, Orchestration)
- "Make or Zapier for rapid, broad app connectivity with less technical overhead" (Kimi K2, Orchestration)

## And against it

- "engineers should avoid using them for core backend operations" (Gemini 3.5 Flash, Orchestration)
- "Relying purely on visual drag-and-drop builders like Zapier or Make.com for core data processing... Avoid for high-complexity, high-stakes transactions." (Qwen 3.7 Flash, Orchestration)
- "lack the durability and developer-friendly features needed for complex, long-running, or stateful workflows" (Mistral Small, Orchestration)
- "Zapier is too simplistic and quickly becomes prohibitively expensive at scale due to task-based pricing." (Gemini 3.5 Flash, Orchestration)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.