Compare Middleware with leading observability platforms

Evaluate pricing, features, AI capabilities, and deployment across today's leading observability platforms.

The first observability platform built around AI, not bolted onto it

AI Dashboards

Describe what you want in plain English. Middleware builds the dashboard, selects the charts, and writes the queries. No PromQL, no custom query language, and no template gallery to comb through.

AI Alerts

Alerts that learn what 'normal' looks like for each service and surface only the deviations that matter. Anomaly detection that doesn't drown your on-call team in noise.

OpsAI · SRE Agent

An AI SRE that pinpoints root cause, identifies the offending line of code, and opens a pull request with the fix while you're still reading the alert. Auto-resolves issues with 50%+ accuracy internally, and 70%+ across beta customers.

AI K8s Root Cause Finder

Auto-structuring, severity detection, and pattern recognition built into log ingestion. No manual regular expressions, no parsing pipelines to maintain.

Auto-Fix · On-call productivity up 80%+

Auto-fix issues across infrastructure and application layers. Engineers see an 80%+ improvement in on-call productivity — and spend more time shipping products.

Middleware vs Dynatrace

• 90% lower observability costs
• No host or user-based pricing
• One-minute OpenTelemetry setup

Middleware vs Datadog

• 80%+ lower observability costs
• 99% feature parity
• One-minute OpenTelemetry setup

Middleware vs Grafana

• Unified observability platform
• Built-in AI-powered troubleshooting
• One-minute OpenTelemetry setup

Middleware vs New Relic

• 5× more value at lower cost
• Unlimited users on every plan
• One-minute OpenTelemetry setup

Middleware vs Coralogix

• No Streama priority-tier billing
• OpenTelemetry-native, not Streama-native
• One-minute OpenTelemetry setup

Optimize More. Worry Less. With Middleware.