Sumo Logic vs Uptrace

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

The short answer

Sumo Logic is the stronger AI pick in Observability: it has a visibility score of 1.8 versus 0.7 for Uptrace.

You want the brand AI engines rank higher (1.8 vs 0.7)
You need SOC 2 Type II or FedRAMP Moderate Authorized or ISO 27001 or GDPR or HIPAA or PCI DSS 4.0.1 or CCPA coverage
You prefer a larger, established vendor (501–1,000 employees)

Latest weekly run · Nov 3

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

Weekly runs over the last 60 days

Sumo Logic 0pp · Uptrace 0pp over 0 weekly runs.

Sumo Logic leads on 3 of 3 engines

ChatGPT

0.9%

AI Mode

0.9%

Perplexity

3.5%

2.2%

Sumo LogicUptrace

0 engine answers name both brands

0Sumo Logic ranked higher

0Uptrace ranked higher

Dimension	Sumo Logic	Uptrace
Pricing model	Usage-based	Usage-based
Entry price	Contact sales	Contact sales
Free plan	No	Yes
Deployment	SaaS	Uptrace Cloud, or self-hosted with Docker, Ansible or Kubernetes, or on-premises with a license
Integrations	450+	—
Compliance	SOC 2 Type II, FedRAMP Moderate Authorized, ISO 27001, GDPR, HIPAA, PCI DSS 4.0.1, CCPA	—
Support	Standard support (8x5), Enterprise support (P1 24/7), Premium support with a named Technical Account Manager	16/5 enterprise support across EU and US business hours, Email and scheduled calls, Dedicated support engineer on on-premises plans
Founded	2010	—
Headquarters	Redwood City, California	Chisinau, Moldova
Employees	501–1,000	1–10
Funding	IPO (NASDAQ: SUMO)	Bootstrapped
Best for	Small-to-medium DevOps and SecOps teams (Essentials) and maturing security teams (Enterprise Suite)	Engineering teams that run OpenTelemetry and want traces, metrics and logs in one platform at predictable cost.