| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Data warehouse and reverse ETL for marketing | GTM data and infrastructure | 0% | 8 of 62 | 26% | 27 | criticized challenger |
| Customer data platforms | GTM data and infrastructure | 0% | 24 of 35 | 0% | 1 | under 10 labels |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 2 | 3 | 1 | 6 |
| Claude Opus 4.8 | 0 | 3 | 1 | 1 | 5 |
| GPT-6 Astra | 0 | 3 | 0 | 0 | 3 |
| GPT-5.6 Sol | 0 | 3 | 0 | 1 | 4 |
| Gemini 3.1 Pro | 0 | 4 | 0 | 1 | 5 |
| Perplexity Sonar Pro | 0 | 2 | 0 | 3 | 5 |
Verbatim evidence the judge attached to positive labels.
“| Ingestion | Fivetran | My preference when minimizing connector maintenance matters more than minimizing licensing cost.” GPT-6 Astra · Warehouse & ETL · direct prompt · alternative
“Native exports first; Fivetran Free for other sources ... Consider BigQuery + Fivetran Connections and Activations” GPT-6 Astra · Warehouse & ETL · budget prompt · alternative
“RudderStack or FiveTran if your priority is data routing / pipeline infrastructure” Perplexity Sonar Pro · CDP · budget prompt · alternative
“Fivetran offers a robust free tier for low-volume users (under 500,000 Monthly Active Rows).” Gemini 3.1 Pro · Warehouse & ETL · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Avoid Snowflake, Fivetran and enterprise CDP packages at the beginning” GPT-5.6 Sol · Warehouse & ETL · budget prompt · hard negative
“Fivetran, Airbyte, Stitch, and similar tools are for moving data *into* the warehouse, not syncing curated warehouse tables back out” Perplexity Sonar Pro · Warehouse & ETL · negative prompt · soft negative
“Fivetran is worth considering, but it is a broader data-movement stack rather than the pure marketing-activation-first default” Perplexity Sonar Pro · Warehouse & ETL · paraphrase prompt · soft negative
“Be cautious of using traditional data ingestion tools (like standard Airbyte or Fivetran syncs) for reverse ETL.” Gemini 3.1 Pro · Warehouse & ETL · negative prompt · soft negative
Claiming is free and changes nothing in the data. A claimed page gets a verified contact who is told when each edition publishes; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Fivetran, applied by version and listed in the change log; and a logo and one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or quadrants, any preview, or any say over which quotes appear. Sponsorship is separate: a sponsor funds categories or buyer dimensions and is named on what it funded, and the rules are the same for every sponsor.