Sumo LogicIntelligent operations for the AI era
vs
ZipkinA distributed tracing system
Comparison · Observability · weekly run Nov 3
Sumo Logic vs Zipkin
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 0.3 for Zipkin.
Choose Sumo Logic if…
- You want the brand AI engines rank higher (1.8 vs 0.3)
- AI answers describe it more positively (20% vs 0% positive)
- 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
Choose Zipkin if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Sumo Logic | Zipkin |
|---|---|---|
| Visibility score | 1.8% | 0.3% |
| Change vs last week | New | New |
| Rank in Observability | #25 | #36 |
| Share of voice | 0.9% | 0.1% |
| Mentions this run | 5 | 1 |
| Positive in AI answers | 20% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Sumo Logic 0pp · Zipkin 0pp over 0 weekly runs.
Engine by engine
Sumo Logic leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
Sumo LogicZipkin
Head to head in AI answers
0 engine answers name both brands
0Sumo Logic ranked higher
0Zipkin ranked higher
Features, pricing & fit
| Dimension | Sumo Logic | Zipkin |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Contact sales | — |
| Free plan | No | — |
| Deployment | SaaS | Self-hosted: run the self-contained executable jar or the openzipkin/zipkin Docker image. The server requires JRE 17 or newer and serves the UI on port 9411 by default. |
| 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 | Zipkin Gitter chat channel, GitHub issues |
| Founded | 2010 | 2012 |
| Headquarters | Redwood City, California | — |
| Employees | 501–1,000 | — |
| Funding | IPO (NASDAQ: SUMO) | — |
| Best for | Small-to-medium DevOps and SecOps teams (Essentials) and maturing security teams (Enterprise Suite) | Teams troubleshooting latency problems in service architectures |
Plans side by side
Zipkin
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Sumo Logic vs Zipkin”, https://slateindex.ai/compare/sumo-logic-vs-zipkin, data of Nov 3, 2026. Licence: CC BY 4.0.