2 categories · RankedFluentd
Fluentd is a log collector for log management · fluentd.org ↗
Why models recommend it
“Mature open-source projects... Calyptia adds commercial management.”Grok 4.20 · Comparative question · alternative
“Best for: Legacy systems, rich plugin ecosystem”Kimi K2 · Comparative question · alternative
“Just need log collection | Fluentd/Fluent Bit”Kimi K2 · Comparative question · alternative
“Fluentd for heavier processing”Grok 4.20 · Budget-constrained question · alternative
What gives them pause
“Performance degrades significantly above ~5,000 messages/sec without complex multi-worker tuning.”Kimi K2 · Negative question · warning
“standard Fluentd runs on CRuby... it hits performance limits faster and uses far more resources”Gemini 3.5 Flash · Negative question · warning
“Heavier and Ruby-based; slower than modern alternatives”DeepSeek V4 Flash · Comparative question · warning
“Lightweight log collection (not full pipeline)”DeepSeek V4 Flash · Scale-constrained question · warning
Also on the shortlist
The products named in the same answers as Fluentd, over the 34 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 24 | 1 | View → | |
| 22 | 14 | View → | |
| 20 | 4 | View → | |
| 14 | 4 | View → | |
| 10 | 0 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → |
What the models named instead of Fluentd →
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 27 of the 34 answers that named Fluentd and are not a share of its labels.
Domains cited
100 of the 100 domain citations in answers naming Fluentd came from a third party's page.
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 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 2 | 0 | 4 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 3 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 0 | 2 |
| Kimi K2 | 0 | 2 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |