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Side-by-side record

aqua cloud vs. Grafana

A side-by-side view of the product records we have today. Use it to narrow the question, then confirm current pricing, limits, and security details with each vendor.

The short version

Grafana starts at Free per seat, versus aqua cloud at $10. aqua cloud carries the higher aggregate rating (9.5/5 vs 4.5/5).

Full comparison

aqua cloudfrom $10 per month
Grafanafrom Free
Audyense Score29AS*Low73AS*Strong
Positioningaqua cloud is an AI-driven test management system that aids development teams in organizing tests, scaling testing scenarios, and transitioning seamlessly from manual to automatedUnified observability dashboards for metrics, logs, and traces
Free tierYesYes
DeploymentCloud / SaaSCloud / SaaS, On-premise, Hybrid
Best fitStartup, SMB, Mid-marketStartup, SMB, Mid-market, Enterprise
Pricing plans
  • Free or entry planFree
  • Higher tiersCustom pricing
  • FreeFree
  • Pro$19
  • Enterprise / Advanced$25,000
Generative AI (AI Copilot)YesDocumented in the independently researched profile.—
Capture bug reportingYesDocumented in the independently researched profile.—
Test managementYesDocumented in the independently researched profile.—
Requirements management toolYesDocumented in the independently researched profile.—
User Acceptance testingYesDocumented in the independently researched profile.—
Application testingYesDocumented in the independently researched profile.—
Built-in bug trackingYesDocumented in the independently researched profile.—
Automation management.YesDocumented in the independently researched profile.—
AI features—YesGrafana Assistant and ML-based anomaly detection/forecasting
Alerting & on-call—YesGrafana Alerting plus OnCall within Cloud IRM
Application performance monitoring (APM)—YesOpenTelemetry-native Application Observability
CI/CD pipelines—Partialk6 load tests integrate into CI; no native pipeline orchestration
Distributed tracing—YesTempo-backed tracing with Jaeger/Zipkin/OTel support
Incident management—YesGrafana Cloud IRM merges incident and on-call response
Infrastructure monitoring—YesKubernetes and host monitoring via Prometheus/Mimir
Log management—YesLoki-based log aggregation with LogQL
Public API—YesGrafana HTTP API plus OnCall and Incident REST APIs
Self-hosting / on-prem—YesGrafana OSS/Enterprise self-managed available alongside Cloud
Integrations verified——
Aggregate rating9.5 · No reviews yet4.5 · 156 reviews
Integrations—
PrometheusLokiTempoMimirPyroscopeGraphite+9 more
Security & compliance—
SOC 2 Type IIISO 27001HIPAAGDPR+2 more
Pros
  • Independent review documents a concrete business workflow
  • Documented capability: Generative AI (AI Copilot)
  • Documented capability: Capture bug reporting
  • Documented capability: Test management
  • Documented capability: Requirements management tool
  • Extremely flexible and powerful dashboards/visualizations praised across reviews
  • Unifies metrics, logs, and traces in one platform, speeding root-cause analysis
  • Large open ecosystem with 100+ data sources and OpenTelemetry-native ingestion
  • Managed Cloud removes the ops burden of self-hosting the LGTM stack
Cons
  • Pricing and usage limits should be checked against the exact plan
  • Implementation effort depends on the team's data and process maturity
  • Reported outcomes should be validated with the buyer's own data
  • Usage-based Cloud billing is metered across many products and can produce surprising invoices
  • Learning curve for setup and query languages (PromQL/LogQL)
  • Costs can scale quickly as active series, logs, traces, and synthetic checks grow
  • Mixed reports on support responsiveness on lower/self-serve tiers
Visit aqua cloud ↗Visit Grafana ↗

Editorial read of this comparison

The table summarizes structured facts; this section explains what the differences mean for a real buying decision.

Where each tool fits, and where it may not

aqua cloud

aqua cloud is an AI-driven test management system that aids development teams in organizing tests, scaling testing scenarios, and transitioning seamlessly from manual to automated processes. This platform offers real-time analytics and enterprise-level reports with QA clarity and development workflows. With its ability to integrate with popular issue trackers and automation tools like JIRA, Selenium, Jenkins, and JMeter, aqua cloud facilitates seamless collaboration and automation. It even comes with REST API options so you can fully customize the platform according to your operational requirements. With these features, you can simplify regulatory audit preparation while providing enterprise flexibility and support across all packages at an affordable price. Currently, aqua cloud empowers over 200 companies and 4500 users across 22 European countries. This platform also stands as a trusted solution for tech leaders in regulated industries, software agencies, and SaaS companies.

A particularly good fit for: B2B teams evaluating DevOps and engineering software Teams that need documented workflow capabilities and fit guidance Organizations willing to validate implementation and plan limits

May be a poor fit if: Teams seeking a workflow outside the product's documented focus Teams needing unlimited usage without plan limits

Grafana

Grafana is an open-source observability and data-visualization platform, offered commercially as Grafana Cloud, a fully managed SaaS built on the LGTM stack (Loki, Grafana, Tempo, Mimir). It unifies metrics, logs, traces, and profiles into customizable dashboards with alerting, incident response, and synthetic monitoring, and connects to 100+ data sources.

A particularly good fit for: SRE and DevOps teams standardizing on Prometheus/OpenTelemetry open-source observability Teams wanting a single pane of glass for metrics, logs, and traces with highly customizable dashboards Organizations that want the managed LGTM stack without running Loki/Mimir/Tempo themselves

May be a poor fit if: Teams that need simple, predictable flat-rate pricing (Cloud billing is usage-based across many meters and can spike) Non-technical teams wanting a turnkey APM with minimal setup and no query-language learning curve

Pricing and plan structure

aqua cloud: Published starting price $10 per month

  • Free or entry planFree
  • Higher tiersCustom pricing

Grafana: Published starting price Free

  • FreeFree
  • Pro$19 per month (platform fee) + usage
  • Enterprise / Advanced$25,000 per year (minimum commitment)

Capabilities worth validating

  • aqua cloud: Generative AI (AI Copilot), Capture bug reporting, Test management, Requirements management tool, User Acceptance testing
  • Grafana: AI features, Alerting & on-call, Application performance monitoring (APM), CI/CD pipelines, Distributed tracing Integrations include Prometheus, Loki, Tempo, Mimir.

Questions to answer before switching

  • Does aqua cloud's selected plan include the features and limits we need?
  • Does Grafana's selected plan include the features and limits we need?
  • Does the exact integration path for Prometheus, Loki, Tempo support the sync direction, permissions, and volume we need?
  • Will the deployment and data-residency model meet our security and procurement requirements?

How to evaluate this shortlist

A useful comparison turns the differences between DevOps tools into a concrete test. Use these steps to avoid choosing from a feature table or the lowest headline price alone.

  1. Start with a representative DevOps workflow, not a feature checklist. Define who will use it, what data goes in, and what outcome the team needs.
  2. Test the complete path through Prometheus, Loki, Tempo: permissions, sync direction, failure handling, and volume limits often matter more than the integration name.
  3. Compare the cost of the real scenario, including users, usage, storage, support, and contract requirements. The entry price alone does not measure adoption cost.
  4. Before switching, list the evidence gaps, request a demo of the critical workflow, and confirm security, data residency, export, and support with each vendor.

Structured signals help narrow the shortlist, but a trial with a real workflow is still the best way to validate the decision.

Research basis

Last checked: 2026-08-18. Pricing, integrations, feature support, and review signals can change, so treat this as a research snapshot and verify the final decision with the vendor.

Sources consulted: aqua cloud product site, FinancesOnline review, Vendor website; Grafana product site, G2, TrustRadius