Grafana vs Middleware

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 0.3 for Middleware, and ranks ahead in 100% of the answers that name both.

Choose Grafana if…

You want the brand AI engines rank higher (47.8 vs 0.3)
You need FedRAMP or NATSEC100 or PCI DSS or SOC 2 Type II or GDPR or ISO 27001 or CSA STAR coverage
You prefer a larger, established vendor (1,001–5,000 employees)
Permanent free tier

Choose Middleware if…

You want a lower entry price ($0.3 vs $19)

AI visibility side by side

Latest weekly run · Nov 3

Metric	Grafana	Middleware
Visibility score	47.8%	0.3%
Change vs last week	New	New
Rank in Observability	#2	#35
Share of voice	9.8%	0.2%
Mentions this run	58	1
Positive in AI answers	46%	—

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Grafana leads on 3 of 3 engines

ChatGPT

57%

AI Mode

43.1%

Perplexity

43.1%

0.9%

GrafanaMiddleware

Head to head in AI answers

1 engine answers name both brands

1Grafana ranked higher

0Middleware ranked higher

Prompt	Engine	Grafana	Middleware
Which observability platform offers a free trial?	Perplexity	#7	#9

Features, pricing & fit

Dimension	Grafana	Middleware
Pricing model	Usage-based	Usage-based
Entry price	Free; paid from $19 / mo	Free; paid from $0.3 / mo
Free plan	Yes	Yes
Deployment	Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise	Agent-based install, including a Kubernetes install agent for connecting clusters and a single-agent script for auto-instrumentation.
Compliance	FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR	—
Support	Community support (Free plan), 8x5 email support (Pro plan), Premium support (Enterprise plan)	Community-based support on the free plan, Dedicated Slack or MS Teams channel on pay-as-you-go, 24x7 support on custom contracts
Founded	2014	2022
Headquarters	New York, NY	San Francisco, California, US
Employees	1,001–5,000	51–200
Funding	Series E · $1100M raised	Seed · $7M raised
Best for	Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises	Platform engineers and SREs who run cloud, hybrid and Kubernetes systems and want faster incident resolution.