# Talend vs dbt: which do AI models recommend for ETL, October 2026

IT AI Recommendation Index, October 2026 Edition, ETL and ELT. Zero of fourteen models named Talend first on the direct prompt; zero named dbt. Page: https://it-ai-index.com/it-data/etl-and-elt/talend-vs-dbt/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Talend | 4% | #5 of 18 | 25% | 36 | 13 of 14 |
| dbt | 2% | #6 of 18 | 3% | 35 | 12 of 14 |

## The direct prompt, model by model

- Muse Glimmer 30B: neither first, one named (first choices: Fivetran) (alternatives: Apache Airflow, Estuary Flow, Integrate.io, Matillion, dbt)
- Claude Haiku 4.5: neither named
- GPT-5.4 mini: neither named (first choices: Airbyte, Fivetran) (alternatives: Matillion)
- Gemini 3.5 Flash: neither named (first choices: Fivetran) (alternatives: Airbyte, Hevo Data, Rivery)
- Perplexity Sonar: neither named (first choices: Fivetran) (alternatives: Airbyte, Hevo Data)
- Grok 4.1 Fast: neither named (first choices: Fivetran) (alternatives: Airbyte, Hevo Data, Integrate.io)
- Mistral Small: neither named (first choices: Fivetran) (alternatives: Airbyte, Celigo, Workato)
- DeepSeek V4 Flash: neither named (first choices: Hevo Data) (alternatives: Airbyte, Fivetran)
- Llama 4 Maverick: neither named (first choices: Fivetran) (alternatives: Airbyte, Databricks Lakeflow, Domo)
- Qwen 3.7 Flash: neither named (first choices: Airbyte) (alternatives: Fivetran, Hevo Data)
- Kimi K2: neither named (first choices: Hevo Data) (alternatives: Airbyte, Rivery, Stitch)
- GLM 4.7 FlashX: neither named (first choices: Hevo Data, Stitch) (alternatives: Airbyte, Fivetran)
- MiniMax M2.5: neither named (first choices: Integrate.io) (alternatives: Airbyte, Fivetran)
- GPT-6 Luna: neither named (first choices: Fivetran) (alternatives: Airbyte, Matillion)

## What the models said about Talend

- "If you have an existing Informatica PowerCenter, Talend Data Integration, or Azure Data Factory footprint, plan migration rather than expansion" (Muse Glimmer 30B, negative prompt, hard negative)
- "Avoid starting new production work on it. Qlik retired the open-source edition on January 31, 2024" (GPT-6 Luna, negative prompt, hard negative)
- "has been retired (as of January 2026) and is no longer recommended for new projects" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Choose Talend / Informatica when you need enterprise-grade governance, visual design, 1000+ connectors and hybrid on-prem/cloud support." (Muse Glimmer 30B, comparative prompt, first choice)
- "Talend Open Studio or Apache NiFi are often recommended as they offer good functionality without licensing costs" (Claude Haiku 4.5, budget prompt, first choice)
- "If you want zero licensing cost and a visual designer → Talend Open Studio is the most full‑featured free option." (MiniMax M2.5, budget prompt, first choice)

## What the models said about dbt

- "dbt is usually a complement, not a full ETL replacement" (GPT-6 Luna, comparative prompt, soft negative)
- "use modern ELT orchestrators like dbt (Data Build Tool) coupled with lightweight extractors" (Gemini 3.5 Flash, negative prompt, first choice)
- "ELT / transformations: dbt" (GPT-5.4 mini, paraphrase prompt, first choice)
- "Better Alternative: For most teams, a SQL-based transformation tool like dbt or a visual low-code tool is faster and cheaper to maintain." (Qwen 3.7 Flash, negative prompt, alternative)

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.