2 categories · RankedBigPanda
BigPanda is an agentic AI platform for IT operations, used to correlate alerts and manage incidents · bigpanda.io ↗
Strongest at enterprise, contested with Dynatrace. Ranked 88 of 89 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Site24x7 is first at 30%.
Site24x7 is first at 23%. 0 of 14 models made it the first choice when asked directly.
Ranked first, contested: Dynatrace has 26%.
Why models recommend it
“BigPanda is my top recommendation for a mid-sized B2B company needing strong IT event correlation and noise reduction.”Grok 4.20 · Paraphrase question · first choice
“BigPanda is the clear leader for mid-market. It was built specifically for this problem.”MiniMax M2.5 · Paraphrase question · first choice
“I recommend BigPanda as your IT event correlation and noise reduction tool”Mistral Small · Paraphrase question · first choice
“I'd recommend BigPanda as the top choice for a mid-sized B2B company”GLM 4.7 FlashX · Paraphrase question · first choice
What gives them pause
“Avoid enterprise tools like ServiceNow or BigPanda, which start in the thousands.”Grok 4.20 · Budget-constrained question · warning
“BigPanda or similar correlation-only tools when you need full lifecycle automation: ... they may still require separate monitoring, ITSM, on-call, and remediation tools”Perplexity Sonar · Negative question · warning
“often AIOps/monitoring-centric rather than dedicated incident platforms ... "good but not great" for standalone incident management”Grok 4.20 · Negative question · warning
“BigPanda does not support time series metrics metrics collection or analysis... is among the most expensive AIOps platforms”Claude Haiku 4.5 · Negative question · warning
Also on the shortlist
The products named in the same answers as BigPanda, over the 136 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 82 | 25 | View → | |
| 74 | 7 | Compare → | |
| 65 | 7 | Compare → | |
| 62 | 8 | Compare → | |
| 45 | 1 | View → | |
| 42 | 3 | View → | |
| 25 | 0 | View → | |
| 23 | 0 | View → | |
| 22 | 10 | Compare → | |
| 22 | 0 | View → |
What the models named instead of BigPanda →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on BigPanda's own site, not checked by Gane.
- For
- enterprise IT teams; ITOps and ITSM teams
- Certifications
- ISO 27001, SOC 2
- Customers named
- PlayStation Network, New York Stock Exchange, California DMV, Gamma Communications, WEC Energy Group, Autodesk, Cambia Health Solutions
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 127 of the 136 answers that named BigPanda and are not a share of its labels.
Domains cited
303 of the 326 domain citations in answers naming BigPanda 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 | 1 | 2 | 0 | 1 | 4 |
| GPT-5.4 mini | 0 | 3 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 3 | 0 | 1 | 4 |
| Grok 4.20 | 1 | 3 | 0 | 2 | 6 |
| Mistral Small | 1 | 1 | 2 | 1 | 5 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 3 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 1 | 4 |
| MiniMax M2.5 | 1 | 1 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 290 | 14 | 2026-09-22 | ITSM, Infra monitoring | |
| Conference or event | 100 | 8 | 2026-09-24 | ||
| Glossary or explainer | 100 | 8 | 2026-08-11 | Infra monitoring, ITSM | |
| News or press | 81 | 1 | 2026-08-25 | ||
| Webinar or virtual event | 47 | 4 | 2026-08-11 | ||
| Report or ebook | 40 | 2 | 2026-07-13 | ITSM | |
| Case study | 26 | 0 | 2026-03-19 | ||
| Comparison | 9 | 1 | 2026-07-22 | ITSM | |
| Podcast or video | 8 | 0 | 2026-06-29 | ||
| Template or tool | 1 | undated |
Most recent
- 2026-09-24Onug ai networking summit nyc 2026 conference or event
- 2026-09-22Incident response duplicated work blog
- 2026-09-22Ai sre for the enterprise blog
- 2026-09-15Ai speed operations keep up blog
- 2026-09-10Whats new september 2026 blog
- 2026-09-10Enterprise itops operating model blog
Events in person
- October 28, 2026 to October 29, 2026ONUG AI Networking Summit NYCNew york city · sponsors
- November 16, 2026 to November 17, 2026BigPanda at Gartner IOCS EMEA 2026London, UK · sponsors
- December 8, 2026 to December 10, 2026BigPanda at Gartner IOCS North America 2026Las Vegas, USA · sponsors
As the event pages on bigpanda.io state them, read September 28, 2026.
How it is countedHide how it is counted
Every page bigpanda.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 ITSM (15); 0 name its categories 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.