Index › IT › Products › Grafana · November 2026 Edition
9 categories · Ranked

Grafana

Grafana is a full-stack observability platform from Grafana Cloud for dashboards, data visualization, infrastructure monitoring and log management · grafana.com ↗

#1Best rank (small business)
14/14Models named it
56First choices
30Warnings
November 2026 Edition · all company sizes counted.
Ranked inObservability platforms #1 small businessInfrastructure monitoring #5Telemetry pipelines #7Embedded analytics #48Incident management and on-call #57Log management #30
3 more
Error and crash monitoring #21Network monitoring and management #38Website and synthetic monitoring #41
What AI models recommend in observability

Strongest at small business, contested with New Relic. Ranked 5 of 78 for enterprise buyers.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“The Grafana Stack—Grafana for visualization, Prometheus for metrics, Loki for logs, and Tempo for traces—is a fully open-source, modular observability solution with maximum control and minimal licensing cost”Claude Haiku 4.5 · Budget-constrained question · first choice
“Grafana OSS (with Prometheus, Loki, Tempo) or New Relic's free tier are typically the strongest options for a company with a limited budget.”Grok 4.20 · Budget-constrained question · first choice
“1. Open-Source Stack (Most Economical) Prometheus + Grafana + OpenTelemetry - Cost: Completely free (open source)”GLM 4.7 FlashX · Budget-constrained question · first choice
“Safer Alternatives to Consider | Grafana Cloud | Open source foundation, transparent pricing, strong OpenTelemetry”Kimi K2 · Negative question · first choice

What gives them pause

“Open-source like Zabbix/Prometheus + Grafana work if you have in-house talent for maintenance, but they add operational burden.”Grok 4.20 · Paraphrase question · warning
“Be cautious if it's internet-facing without properly configured authentication, permissions, and network restrictions.”GPT-6 Luna · Negative question · warning
“assess lock-in, incremental pricing, and whether their incident features meet your operational requirements”Perplexity Sonar · Negative question · warning
“High learning curve; limited GUI configuration options; requires significant manual config file editing”GLM 4.7 FlashX · Negative question · warning

Also on the shortlist

The products named in the same answers as Grafana, over the 332 answers that named it, and how often each was the first choice instead.

What the models named instead of Grafana →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Grafana's own site, not checked by Gane.

For
individual teams or across an organization
Price stated
The Free Forever plan; Plans to suit every scale
Starting price
0
Free plan or trial
The Free Forever plan; Jump right in, no registration required.
Certifications
FedRAMP, PCI DSS, GDPR, SOC 2, ISO 27001
Hosting
Public Cloud, Federal Cloud, Bring Your Own Cloud
Customers named
BlackRock, Pegasystems, Lovable, LATAM Airlines, Delivery Hero, ASOS, Sailpoint, Mux
Visit grafana.com ↗

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

The sites and pages the answers that named Grafana came back with. A fact about retrieval, not a cause of the answer.

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 277 of the 332 answers that named Grafana and are not a share of its labels.

Domains cited

grafana.comIts own site103
newrelic.com99
github.com68
g2.com63
dotcom-monitor.com55
reddit.com53
coralogix.com48
motadata.com48
sherlocks.ai47
last9.io45

526 of the 629 domain citations in answers naming Grafana came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Grafana across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.542107
GPT-5.4 mini173011
Gemini 3.5 Flash562013
Perplexity Sonar13217
Grok 4.20261110
Mistral Small22105
DeepSeek V4 Flash25018
Llama 4 Maverick02406
Qwen 3.7 Flash064111
Kimi K2482115
GLM 4.7 FlashX162211
MiniMax M2.531318
GPT-6 Luna154212
Muse Glimmer 30B082010

What it publishes

Addresses on grafana.com
24,060
subdomains included
Content
3,026
counted in the table below
Documentation
7,452
Product · Integration
29 · 139
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog1,964132026-09-14Observability, SIEM
Conference or event53712026-08-11Observability
Webinar or virtual event175undated
Glossary or explainer140undated
News or press7952026-08-01Observability
Report or ebook78undated
Comparison2402025-09-24
Template or tool21undated
Podcast or video612026-07-10
Case study202021-04-10
How it is countedHide how it is counted

Every page grafana.com 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. 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.