# Stitch: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 23 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/stitch

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ETL and ELT](https://www.gane.ai/index/it/it-data/etl-and-elt/index.md) | 0% | 14 | 22% | 23 |

## What the models said for it

- "Stitch and Xplenty sit in the middle – easy to set up, predictable pricing, but less customizable." (MiniMax M2.5, ETL)
- "look at tools with flat-fee or capacity-based pricing (like Airbyte Capacity or Stitch)" (Qwen 3.7 Flash, ETL)
- "Similar to Fivetran but historically positioned as a simpler, lower-cost entry point." (Qwen 3.7 Flash, ETL)
- "Affordable entry point, but may need additional tools for advanced transformations" (GLM 4.7 FlashX, ETL)

## And against it

- "Lightweight hosted loading, but generally less feature-rich than modern ELT platforms; now being folded into Qlik Talend Cloud." (GPT-5.4 mini, ETL)
- "Consider it only for simple, low-cost batch loading. It lacks built-in transformation and real-time synchronization" (Perplexity Sonar, ETL)
- "Incremental data transfer challenges, Bugs that are hard to troubleshoot independently" (Kimi K2, ETL)
- "starts around $100/month, but offers less flexibility and transformation capability" (Perplexity Sonar, ETL)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 2 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 0 | 3 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Stitch, from 59 of the 75 answers that named it (only the models that return a source list).

### Domains cited

- hevodata.com: 40
- airbyte.com: 31
- weld.app: 26
- integrate.io: 18
- dataquest.io: 17
- zapier.com: 17
- estuary.dev: 16
- skyvia.com: 15
- fivetran.com: 14
- reddit.com: 13

### Pages cited

- https://hevodata.com/learn/etl-tools-for-small-businesses: 27
- https://weld.app/blog/etl-tools-compared: 23
- https://airbyte.com/top-etl-tools-for-sources/etl-tools: 22
- https://dataquest.io/blog/etl-tools-practical-guide-with-examples: 17
- https://hevodata.com/learn/affordable-etl-tools: 17
- https://zapier.com/blog/etl-tools: 17
- https://estuary.dev/blog/etl-tools-list: 12
- https://tapdata.io/blog/best-etl-tools-2024-seamless-integration-guide: 10

## In its own words

What Stitch's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Simple, extensible cloud ETL built for data teams (https://stitchdata.com/)
- For: data teams (https://stitchdata.com/)
- Price stated: Starts at $100; Monthly at $1,500; Monthly at $3,000 (https://www.stitchdata.com/pricing)
- Starting price: 100 (https://www.stitchdata.com/pricing)
- Free plan or trial: Try it free; No credit card needed (https://stitchdata.com/)
- Integrations claimed: 130 (https://stitchdata.com/)
- Certifications: SOC 2 Type II, ISO 27001, Cyber Essentials Plus, FedRAMP, GovRAMP, HITRUST, IRAP

## What it publishes

Every page stitchdata.com exposes, read 2026-09-29: 35145 addresses. By kind, pages and the last 90 days:

- blog: 77 pages, 0 in the last 90 days, latest undated
- case study: 37 pages, 0 in the last 90 days, latest undated
- report or ebook: 417 pages, 0 in the last 90 days, latest undated
- comparison: 15 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 39 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.