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

Langfuse
API · CLIOpen-source LLM observability and analytics. Trace, evaluate, and debug LLM apps with prompt versioning, score…
VerifiedOfficialby Langfuse · Infrastructure & Ops · 5 skills · API KeyWhy Both offer API. In common: llm tracing, track, step.

Portkey
APIAI gateway with unified API for 200+ LLMs, plus observability, caching, fallbacks, and cost management. Drop-in…
Verifiedby Portkey · Infrastructure & Ops · 5 skills · API KeyWhy Both offer API. In common: track, costs, providers.

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: llm tracing, monitoring, observability.

Nango
APIOpen-source OAuth and API integration platform. 300+ pre-built integrations. Handles token refresh, rate limits, and…
Verifiedby Nango · Infrastructure & Ops · 5 skills · OAuth 2.0Why Both offer API. In common: monitor, token, call.

Helicone
APIMonitors LLM and agent traffic through a one-line proxy integration, logging requests, costs and latency with caching…
Verifiedby Helicone · Data & Analytics, Infrastructure & Ops · 3 skills · API KeyWhy Both offer API. In common: costs, tracing, observability.

Laminar
API · CLI · MCPTrace, evaluate, and debug AI agents with open-source observability — captures LLM calls, tool calls, and sub-agent…
Verifiedby Laminar · Code & DevTools, Infrastructure & Ops · 3 skills · API KeyWhy Both offer API. In common: failures, tracing, observability.

Opik
API · MCP · CLITraces LLM and agent runs, scores them with LLM-as-a-judge and heuristic metrics, and monitors production quality via…
Verifiedby Comet ML · Infrastructure & Ops, Code & DevTools · 5 skills · API KeyWhy Both offer API. In common: llm tracing, monitoring.

LiteLLM
API · CLIAI gateway unifying 100+ LLM providers under one OpenAI-compatible API. Cost tracking, guardrails, load balancing. pip…
Verifiedby BerriAI · Infrastructure & Ops · 3 skills · API KeyWhy Both offer API. In common: costs, providers, openai.