What is AmberTrace?
Monitor every LLM call across OpenAI, Anthropic, and Google — with full request/response data, token usage, and latency metrics.
AmberTrace is a tool in the Application Performance Monitoring category of a tech stack.
Key Features
Zero-code LLM instrumentation, Auto-patches OpenAI, Anthropic and Google clients, Full AI agent trace view, Token usage and cost tracking per call, Automatic failure and retry loop detection, Multi-provider unified dashboard, Prompt and completion replay, Real-time trace streaming, Background async trace delivery with ~1ms overhead, Open-source Python and TypeScript SDKs, Self-host or cloud deployment
AmberTrace Pros & Cons
Pros of AmberTrace
No pros listed yet.
Cons of AmberTrace
No cons listed yet.
AmberTrace Alternatives & Comparisons
What are some alternatives to AmberTrace?
Kibana
Kibana is an open source (Apache Licensed), browser based analytics and search dashboard for Elasticsearch. Kibana is a snap to setup and start using. Kibana strives to be easy to get started with, while also being flexible and powerful, just like Elasticsearch.
Grafana
Grafana is a general purpose dashboard and graph composer. It's focused on providing rich ways to visualize time series metrics, mainly though graphs but supports other ways to visualize data through a pluggable panel architecture. It currently has rich support for for Graphite, InfluxDB and OpenTSDB. But supports other data sources via plugins.
Prometheus
Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.
