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TraceLLM

TraceLLM

OpenTelemetry for production AI applications

0upvotes
Launched July 31, 2026
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About TraceLLM

TraceLLM is an innovative observability platform designed specifically for production AI applications. It offers developers and data scientists a comprehensive way to monitor and analyze prompt executions, token consumption, latency, spans, errors, and model calls across their large language model workflows. By integrating seamlessly with OpenTelemetry (OTLP), TraceLLM enables real-time tracing and export of performance data, making it easier to identify bottlenecks and optimize AI deployment efficiency. Its focus on AI-specific metrics and seamless trace export distinguishes it from traditional observability tools, providing deep insights tailored to the unique demands of AI workloads. Ideal for teams deploying complex LLM services, TraceLLM helps ensure smooth user experiences and operational reliability in AI-driven products.

Screenshots

TraceLLM screenshot 1
TraceLLM screenshot 2
TraceLLM screenshot 3

Pros

  • ✓Specialized focus on AI and LLM workflows for targeted insights
  • ✓OpenTelemetry integration simplifies data export and analysis
  • ✓Real-time monitoring of latency, errors, and token usage
  • ✓Helps quickly identify and resolve performance bottlenecks
  • ✓Supports production-scale deployment with comprehensive metrics

Cons

  • ✗Relatively new tool with limited user reviews and community support
  • ✗May require familiarity with OpenTelemetry for optimal use
  • ✗Pricing details are not explicitly provided, which could impact budget planning

Use Cases

1Monitoring prompt execution times in large language models
2Tracking token consumption to optimize cost and performance
3Detecting and troubleshooting errors in AI workflows
4Analyzing latency across different model calls and components
5Ensuring reliability and performance of AI applications in production
6Exporting traces for integration with existing observability stacks

Pricing

Likely adopts a freemium model with free tier options, with paid plans potentially based on usage metrics such as traces monitored, data exported, or features enabled. Exact pricing details are not specified, so interested users should inquire directly or check for updates.

Quick Info

Category🤖 AI Assistants
Upvotes0
Comments1
Launched7/31/2026

Topics

Open SourceDeveloper ToolsGitHubTech

Makers

Jyotishmoy Deka

Jyotishmoy Deka

Alternatives

•OpenTelemetry Collector
•Datadog APM
•New Relic AI Monitoring
•Grafana Tempo
•Prometheus with custom instrumentation
View all TraceLLM alternatives →

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