KairosDB
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. KairosDB has 5.
Why models recommend it
No positive label carried a quote.
What gives them pause
“Why avoid: An older Cassandra-backed time-series database that has largely been surpassed”Gemini 3.5 Flash · Negative question · warning
“Caution level: AVOID.”DeepSeek V4 Flash · Negative question · warning
“It is now significantly less popular than OpenTSDB and is frequently cited only as a historical architecture example.”Muse Glimmer 30B · Negative question · warning
“Built on Cassandra; largely superseded by more modern alternatives”Kimi K2 · Negative question · warning
Also on the shortlist
The products named in the same answers as KairosDB, over the 12 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 11 | 0 | View → | |
| 10 | 4 | View → | |
| 10 | 0 | View → | |
| 10 | 0 | View → | |
| 8 | 1 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → |
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 11 of the 12 answers that named KairosDB and are not a share of its labels.
Domains cited
No domain is on file for KairosDB, so its own site is not marked. Three 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 | 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 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |