Alternatives to Datadog LLM Observability
5 Infrastructure & Ops tools you could use instead. Each one shares a way to connect with Datadog LLM Observability and overlaps on what it does. Strongest match first.
Alternatives

OpenLLMetry
APIInstruments LLM and agent applications with OpenTelemetry-native tracing, exporting spans for prompts, tool calls, and…
VerifiedOfficialby Traceloop · Infrastructure & Ops, Research & Knowledge · 3 skills · API KeyWhy Both offer API. In common: monitoring, observability, llm.

AgentOps
APIObservability platform purpose-built for AI agents. Track agent sessions, LLM calls, tool use, and costs. Integrates…
Verifiedby AgentOps · Infrastructure & Ops · 5 skills · API KeyWhy Both offer API. In common: monitoring, observability, llm.

Netdata
API · CLI · MCPMonitors infrastructure in real time at per-second granularity and exposes live metrics, logs, and alerts to agents…
VerifiedFeaturedby Netdata · Infrastructure & Ops, Data & Analytics · 4 skills · API KeyWhy Both offer API, CLI and MCP. In common: monitoring, observability.

Honeybadger MCP
MCPLets coding agents query Honeybadger errors, Insights data, dashboards, alarms and check-ins through a hosted OAuth MCP…
Verifiedby Honeybadger · Code & DevTools, Infrastructure & Ops · 5 skills · OAuth 2.0Why Both offer MCP. In common: monitoring, observability.

OneUptime
MCP · APILets AI assistants investigate incidents, query logs and traces, acknowledge alerts, and set up monitors in OneUptime…
Verifiedby OneUptime · Infrastructure & Ops, Security · 5 skills · OAuth 2.0Why Both offer MCP and API. In common: monitoring, observability.