AWSVisual low-code tool for building AWS-backed apps from Figma designs
vs
GrafanaFull-stack observability for the agentic era
Comparison · Business Intelligence · weekly run Nov 2
AWS vs Grafana
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
AWS is the stronger AI pick in Business Intelligence: it has a visibility score of 9.1 versus 0 for Grafana.
Choose AWS if…
- You want the brand AI engines rank higher (9.1 vs 0)
- You need SOC 1 or SOC 2 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or DoD SRG or ISO 9001 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Core federation and multi-account management included at no extra charge
Choose Grafana if…
- AI answers describe it more positively (46% vs 16% positive)
- You need NATSEC100 or PCI DSS or SOC 2 Type II or GDPR or CSA STAR coverage
- Permanent free tier
- Open, composable, flexible platform
AI visibility side by side
Latest weekly run · Nov 2
| Metric | AWS | Grafana |
|---|---|---|
| Visibility score | 9.1% | 0% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #10 | #44 |
| Share of voice | 4.1% | 0% |
| Mentions this run | 21 | 0 |
| Positive in AI answers | 16% | 46% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Grafana 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSGrafana
Head to head in AI answers
0 engine answers name both brands
0AWS ranked higher
0Grafana ranked higher
Features, pricing & fit
| Dimension | AWS | Grafana |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Free; paid from $19 / mo |
| Free plan | — | Yes |
| Deployment | — | Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | 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) |
| Founded | 2021 | 2014 |
| Headquarters | Seattle, Washington | New York, NY |
| Employees | 5,000+ | 1,001–5,000 |
| Funding | — | Series E · $1100M raised |
| Best for | — | Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises |
Plans side by side
AWS
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
AWS
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
- Deep integration with the AWS ecosystem and AI tools
- Recognised by analysts such as Gartner and ISG
- Requires strong AWS engineering or technical expertise
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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs Grafana”, https://slateindex.ai/compare/aws-vs-grafana, data of Nov 2, 2026. Licence: CC BY 4.0.