Prometheus vs Uptrace

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

The short answer

Prometheus is the stronger AI pick in Observability: it has a visibility score of 20.8 versus 0.7 for Uptrace, and ranks ahead in 100% of the answers that name both.

Choose Prometheus if…

You want the brand AI engines rank higher (20.8 vs 0.7)
Open-source, standards-driven telemetry
Mature, widely adopted Prometheus ecosystem
Strong OpenTelemetry and Prometheus support

Choose Uptrace if…

You need a self-hosted or on-premises option

AI visibility side by side

Latest weekly run · Nov 3

Metric	Prometheus	Uptrace
Visibility score	20.8%	0.7%
Change vs last week	New	New
Rank in Observability	#7	#32
Share of voice	6.1%	0.4%
Mentions this run	36	2
Positive in AI answers	13%	—

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

Visibility score trend

Weekly runs over the last 60 days

Prometheus 0pp · Uptrace 0pp over 0 weekly runs.

Engine by engine

Prometheus leads on 3 of 3 engines

ChatGPT

23%

AI Mode

18.3%

Perplexity

21.1%

2.2%

PrometheusUptrace

Head to head in AI answers

1 engine answers name both brands

1Prometheus ranked higher

0Uptrace ranked higher

Prompt	Engine	Prometheus	Uptrace
How do I choose an observability platform for a mid-market team?	Perplexity	#2	#13

Features, pricing & fit

Dimension	Prometheus	Uptrace
Pricing model	—	Usage-based
Entry price	—	Contact sales
Free plan	—	Yes
Deployment	Self-hosted; the server runs as a single binary with no external dependencies.	Uptrace Cloud, or self-hosted with Docker, Ansible or Kubernetes, or on-premises with a license
Support	Community support, Training	16/5 enterprise support across EU and US business hours, Email and scheduled calls, Dedicated support engineer on on-premises plans
Founded	2012	—
Headquarters	—	Chisinau, Moldova
Employees	—	1–10
Funding	—	Bootstrapped
Best for	Teams monitoring cloud native and containerized applications, systems, and services	Engineering teams that run OpenTelemetry and want traces, metrics and logs in one platform at predictable cost.