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Azure OpenAI Service vs Grafana: 2026 Comparison

Azure OpenAI Service Grafana
Overview Microsoft's enterprise deployment of OpenAI models with Azure security, compliance, and regional availability. An open-source observability platform for visualizing metrics, logs, and traces from multiple data sources in customizable dashboards.
Pricing Pay-per-use ($$-$$$$) Freemium (Free-$29/user/month (Cloud))
Key Features
  • GPT-4o
  • GPT-4
  • DALL-E
  • Whisper
  • Content filtering
  • PTU
  • Fine-tuning
  • Azure AD
  • Dashboards
  • Multi-source queries
  • Alerting
  • Plugins
  • Loki (logs)
  • Tempo (traces)
  • Mimir (metrics)
  • Grafana Cloud
Pros
  • Enterprise compliance
  • Data privacy
  • Azure integration
  • Global regions
  • SLA guarantees
  • Open source
  • Beautiful dashboards
  • Multi-source support
  • Large plugin ecosystem
Cons
  • Approval required
  • Higher cost
  • Azure dependency
  • Deployment complexity
  • Complex setup
  • Self-hosting overhead
  • Grafana Cloud expensive
  • Alert configuration complex

Azure OpenAI Service

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Grafana

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