Grafana vs SigNoz

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

Grafana is the stronger AI pick in Observability: it has a visibility score of 47.8 versus 12.3 for SigNoz, and ranks ahead in 86% of the answers that name both.

Choose Grafana if…

You want the brand AI engines rank higher (47.8 vs 12.3)
You want a free plan to start
AI answers describe it more positively (46% vs 44% positive)
You need FedRAMP or NATSEC100 or PCI DSS or GDPR or ISO 27001 or CSA STAR coverage

Choose SigNoz if…

You need a self-hosted or on-premises option
You need HIPAA coverage
Cost-effective open-source alternative to Datadog and New Relic
Native OpenTelemetry observability platform

AI visibility side by side

Latest weekly run · Nov 3

Metric	Grafana	SigNoz
Visibility score	47.8%	12.3%
Change vs last week	New	New
Rank in Observability	#2	#10
Share of voice	9.8%	3.7%
Mentions this run	58	22
Positive in AI answers	46%	44%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

Grafana 0pp · SigNoz 0pp over 0 weekly runs.

Engine by engine

Grafana leads on 3 of 3 engines

ChatGPT

57%

16.1%

AI Mode

43.1%

7.6%

Perplexity

43.1%

13.2%

GrafanaSigNoz

Head to head in AI answers

22 engine answers name both brands

19Grafana ranked higher

3SigNoz ranked higher

Prompt	Engine	Grafana	SigNoz
How do I choose an observability platform for a mid-market team?	Perplexity	#3	#8
What are the best observability tools in 2026?	ChatGPT	#3	#12
What are the best observability tools in 2026?	AI Mode	#6	#10
What are the best observability tools in 2026?	Perplexity	#3	#9
Top observability platform options for B2B SaaS companies	ChatGPT	#2	#6
Top observability platform options for B2B SaaS companies	Perplexity	#2	#9
Best observability platform for startups	ChatGPT	#1	#2
Best observability platform for startups	AI Mode	#5	#1
Best observability platform for startups	Perplexity	#1	#6
Compare the leading observability platforms	Perplexity	#3	#16
Alternatives to the most popular observability platform	ChatGPT	#3	#13
Alternatives to the most popular observability platform	Perplexity	#2	#9

Features, pricing & fit

Dimension	Grafana	SigNoz
Pricing model	Usage-based	Usage-based
Entry price	Free; paid from $19 / mo	$49 / mo
Free plan	Yes	No
Deployment	Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise	SigNoz Cloud (managed, with US, EU and India regions), bring-your-own-cloud, or self-hosted
Compliance	FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR	SOC 2 Type II, HIPAA
Support	Community support (Free plan), 8x5 email support (Pro plan), Premium support (Enterprise plan)	Community support on Slack, Email support, In-product chat support, Dedicated Slack, email and in-product support on Enterprise plans
Founded	2014	2020
Headquarters	New York, NY	San Francisco, CA
Employees	1,001–5,000	11–50
Funding	Series E · $1100M raised	Unnamed round after Y Combinator participation · $7M raised
Best for	Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises	Fast-scaling engineering teams that want usage-based pricing, and solo developers and small startups that want to self-host.