LLM observability
Complete visibility and control over your LLM operations. Track costs, performance, and quality across all providers.
Trusted by industry leaders
Complete visibility into your LLM operations
Monitor, analyze, and optimize your LLM applications with comprehensive observability. Track costs, performance, and quality across all providers and models.
Monitor token consumption across all LLM providers and models. Track usage patterns, identify optimization opportunities, and prevent unexpected costs.
- Multi-provider tracking
- Usage pattern analysis
Analyze prompt patterns and effectiveness across your applications. Understand what works, identify issues, and optimize your prompts for better results.
- Pattern recognition
- Version tracking
Monitor latency, throughput, and quality metrics across all your LLM calls. Track response times, error rates, and model availability.
- Latency tracking
- Error monitoring
- Quality metrics
Track and optimize LLM API costs as they happen. Identify expensive queries, compare provider pricing, and optimize your model selection strategy.
- Cost breakdown
- Provider comparison
- Budget alerts
Correlate across all observability signals
Seamlessly navigate between MCP servers, agent calls, LLM traces, and application logs. Get complete visibility into how your LLM operations integrate with your entire application stack.
Built on open standards for LLM observability
Embrace industry-leading open-source frameworks for LLM monitoring. Avoid vendor lock-in with OpenTelemetry-native instrumentation and OTLP export.
OpenTelemetry
Built on OpenTelemetry standards with native LLM instrumentation for traces, metrics, and semantic conventions. Future-proof your observability stack.
OpenLLMetry
OpenTelemetry-based auto-instrumentation for LLM providers (OpenAI, Anthropic) and Vector DBs (Pinecone, Chroma, Qdrant, Weaviate). One-line setup.
OpenLIT
Open-source GenAI observability with GPU monitoring, prompt management, and guardrails. Vendor-neutral OTLP export to any backend.
Trusted worldwide
Notes from the field
“Our goal was to improve reliability without increasing cost, and base14 made that possible. The ability to view APM, infra, and database insights together has helped our team move from reactive to data-driven problem solving. It's an observability platform that actually makes engineers faster and executives more confident.”
Sahil Kharb
Founder, Glomo
LLM Observability FAQs
Get answers to the most common questions about Scout's LLM observability capabilities
Transform your LLM monitoring today
Experience complete visibility and control over your GenAI applications