Middleware
8.2#1 in devops analytics software$0.30 usage-basedFree planAndroidiOSWebAPI
VisitMiddleware vs Zymtrace
What both publish
| Fact | Middleware | Zymtrace |
|---|---|---|
| Headquarters | San Francisco, California | Wilmington, Delaware, United States |
| Integrations | Documented integrations include AWS, Azure, Google Cloud, Vercel, databases, Datadog, Grafana, Prometheus, Logstash, Fluentd and the OpenTelemetry Collector. | Zymtrace exposes profiling data through MCP for AI agents and provides a REST API in each instance. |
Middleware plans
- Free ForeverFree
- Pay As You Go$0.30 a month
- BYOCPriced on request
Zymtrace plans
- BasicFree
- EnterprisePriced on request
- ProPriced on request
Pick Middleware if…
Middleware may suit teams that need visibility across infrastructure, applications, databases, and real-user activity. Its free tier includes community support, while BYOC lists 24x7 support and a dedicated account team.
Pick Zymtrace if…
It suits teams profiling AI workloads on Linux that want CPU and GPU performance details in a self-hosted setup. Its APIs and OpenTelemetry support may also suit teams connecting profiling data to other workflows.