3 categories · RankedVector
Strongest at mid-market. Ranked 12 of 116 for enterprise buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
OpenTelemetry Collector is first at 40%.
OpenTelemetry Collector is first at 45%. 2 of 14 models made it the first choice when asked directly.
Cribl Stream is first at 40%.
Why models recommend it
“Vector if your main pain is high-throughput log/telemetry routing and transformation with strong performance”GPT-5.4 mini · Paraphrase question · first choice
“Top Choices: Vector (open source by Datadog) or Cribl Stream (managed or self-hosted).”Gemini 3.5 Flash · Direct question · first choice
“What to use instead: Vector (Rust), Fluent Bit (C), or OpenTelemetry Collector (Go).”Gemini 3.5 Flash · Negative question · first choice
“The best telemetry pipeline for a mid-market B2B company is likely to be Vector”Llama 4 Maverick · Direct question · first choice
What gives them pause
“its docs describe trace support as limited and in alpha, so I wouldn't choose it as the default all-signals pipeline”GPT-6 Luna · Comparative question · warning
“Vector, but validate trace support for your use case; coverage may be limited or immature in some areas.”Perplexity Sonar · Direct question · warning
Also on the shortlist
The products named in the same answers as Vector, over the 114 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 92 | 54 | Compare → | |
| 71 | 0 | Compare → | |
| 70 | 18 | Compare → | |
| 47 | 0 | View → | |
| 34 | 5 | Compare → | |
| 28 | 3 | Compare → | |
| 28 | 0 | Compare → | |
| 24 | 0 | View → | |
| 23 | 2 | View → | |
| 21 | 2 | View → |
What the models named instead of Vector →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 90 of the 114 answers that named Vector and are not a share of its labels.
Domains cited
240 of the 268 domain citations in answers naming Vector came from a third party's page. Twenty-eight were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 3 | 5 | 2 | 0 | 10 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.20 | 2 | 3 | 1 | 0 | 6 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 0 | 4 |
| Llama 4 Maverick | 1 | 1 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 1 | 2 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 22 | undated | |||
| Blog | 12 | undated | |||
| Glossary or explainer | 1 | undated |
How it is countedHide how it is counted
Every page vector.dev exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read October 5, 2026.