SigNoz Community Edition
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. SigNoz Community Edition has 1.
Why models recommend it
“Consider self-hosted SigNoz if you have DevOps capacity and want zero licensing costs”MiniMax M2.5 · Budget-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as SigNoz Community Edition, over the 1 answer that named it, and how often each was the first choice instead.
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 1 of the 1 answers that named SigNoz Community Edition and are not a share of its labels.
Domains cited
Ten of the ten domain citations in answers naming SigNoz Community Edition 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 | 0 | 0 |
| 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 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 310 | undated | APM, Logs | ||
| Report or ebook | 266 | undated | APM, Infra monitoring | ||
| Comparison | 152 | undated | APM | ||
| News or press | 41 | 0 | 2026-06-22 | ||
| Case study | 19 | undated | |||
| Glossary or explainer | 9 | 0 | 2025-11-22 | ||
| Webinar or virtual event | 5 | undated | |||
| Conference or event | 1 | undated | |||
| Template or tool | 1 | undated |
Most recent
- 2026-06-22Archive news or press
- 2026-06-22The world now has more bot traffic news or press
- 2026-06-09How to read distributed traces when news or press
- 2026-05-24Your observability tool just got news or press
- 2026-05-03Why should a trace id be 128 bits news or press
- 2026-04-19Our project hail mary the observability news or press
How it is countedHide how it is counted
Every page signoz.io 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. Of its titles that name a category, most name APM (10); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.