Grafana vs Sumo Logic
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 1.8 for Sumo Logic, and ranks ahead in 80% of the answers that name both.
Choose Grafana if…
- You want the brand AI engines rank higher (47.8 vs 1.8)
- You want a free plan to start
- AI answers describe it more positively (46% vs 20% positive)
- You need FedRAMP or NATSEC100 or PCI DSS or CSA STAR coverage
Choose Sumo Logic if…
- You need FedRAMP Moderate Authorized or HIPAA or PCI DSS 4.0.1 or CCPA coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Grafana | Sumo Logic |
|---|---|---|
| Visibility score | 47.8% | 1.8% |
| Change vs last week | New | New |
| Rank in Observability | #2 | #25 |
| Share of voice | 9.8% | 0.9% |
| Mentions this run | 58 | 5 |
| Positive in AI answers | 46% | 20% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Grafana 0pp · Sumo Logic 0pp over 0 weekly runs.
Engine by engine
Grafana leads on 3 of 3 engines
Head to head in AI answers
5 engine answers name both brands
| Prompt | Engine | Grafana | Sumo Logic |
|---|---|---|---|
| Compare the leading observability platforms | Perplexity | #3 | #14 |
| Which observability platform offers a free trial? | Perplexity | #7 | #5 |
| Official website of the top observability platform vendors | ChatGPT | #5 | #13 |
| Official website of the top observability platform vendors | AI Mode | #6 | #12 |
| Official website of the top observability platform vendors | Perplexity | #5 | #12 |
Features, pricing & fit
| Dimension | Grafana | Sumo Logic |
|---|---|---|
| Pricing model | Usage-based | Usage-based |
| Entry price | Free; paid from $19 / mo | Contact sales |
| Free plan | Yes | No |
| Deployment | Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise | SaaS |
| Integrations | — | 450+ |
| Compliance | FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR | SOC 2 Type II, FedRAMP Moderate Authorized, ISO 27001, GDPR, HIPAA, PCI DSS 4.0.1, CCPA |
| Support | Community support (Free plan), 8x5 email support (Pro plan), Premium support (Enterprise plan) | Standard support (8x5), Enterprise support (P1 24/7), Premium support with a named Technical Account Manager |
| Founded | 2014 | 2010 |
| Headquarters | New York, NY | Redwood City, California |
| Employees | 1,001–5,000 | 501–1,000 |
| Funding | Series E · $1100M raised | IPO (NASDAQ: SUMO) |
| Best for | Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises | Small-to-medium DevOps and SecOps teams (Essentials) and maturing security teams (Enterprise Suite) |
Plans side by side
Pros and cons
Themes from the AI answers that mention each brand
Grafana
- Permanent free tier
- Open, composable, flexible platform
- Strong open-source, Prometheus and OpenTelemetry support
- Cost-effective, good value
- Managed hosting
- Complex multi-dimensional usage-based billing
- Self-hosting demands significant engineering maintenance
- Capped free-tier limits
Sumo Logic
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Grafana vs Sumo Logic”, https://slateindex.ai/compare/grafana-vs-sumo-logic, data of Nov 3, 2026. Licence: CC BY 4.0.