Apache SkyWalking vs Dynatrace Application Monitoring

Apache SkyWalking is a free, self-hosted observability platform for cloud-native systems and AI workloads. It brings traces, metrics, logs, and profiling together to help users explore services, Kubernetes, and infrastructure through topology, telemetry, profiles, and alerts. For AI workloads, users can inspect model and MCP call latency and token rates, and review agent conversations, tool calls, and recorded file changes. The project lists agents for Java, Python, NodeJS, Go, Rust, PHP, Ruby, Nginx LUA, Kong, and client-side JavaScript. Its integrations and ecosystem include OpenTelemetry OTLP, Istio, Envoy, Kubernetes, Grafana, and MCP. BanyanDB is described as a database for ingesting, analyzing, and storing observability data. Docker installation instructions cover Linux, macOS, WSL, and Windows PowerShell. Horizon UI supports SkyWalking natively since v11 and partially for v10. Its security documentation covers Content-Security-Policy, strict session cookies, no-store API responses, and optional login auditing. Apache source releases are official artifacts, with PGP or SHA512 verification recommended; the GraalVM distribution is marked experimental.

Dynatrace Application Monitoring tracks application performance, availability and user experience to help teams find problems before they affect customers. It brings together real-user experience, response-time metrics, infrastructure and cloud environments. The product automatically detects application dependencies and follows transactions across tiers. Dynatrace says its AI analyzes events to identify breakdowns and can locate problems down to individual lines of code. Real-user and synthetic monitoring support web and mobile apps and end-to-end customer journeys. OneAgent gathers host data, identifies running processes and activates instrumentation for the application stack. Supported technologies listed include AWS, Android, Apache HTTP Server, Microsoft Azure, Docker and Go; the Hub also contains apps, extensions and technologies. Its capabilities include distributed and transaction tracing, dependency mapping, real-user monitoring and log correlation, with a hybrid deployment model. The advertised platform trial lasts 15 days. Full-Stack Monitoring is listed at $58 a month, billed at $0.01 per memory-GiB-hour per 8 GiB host, and includes 10 days of trace retention, extendable to 10 years. Standard Support is available during weekday business hours; Enterprise Success & Support is available 24/7/365.