Alternatives

Products that do what TraceLLM does

OpenTelemetry for production AI applications

1. 1
   OpenLIT's Zero-code LLM Observability▲136

   Trace LLM requests + costs with OpenTelemetry monitoring

   Oct 2025

2. 2
   Langtrace AI▲119

   Improve your LLM apps with open-source observability tool

   2024

3. 3
   Siloam AI (alpha)▲83

   LLM-usage observability and monitoring tool

   2025

4. 4LO
   Langtrace – OpenTelemetry-Based LLM App Observability▲9

   Hey HN, Ola and Karthik here. We are working on Langtrace(https://github.com/Scale3-Labs/langtrace), an open source, open telemetry based SDK and monitoring/evaluations client for LLM based applications. The SDK generates OTEL standard spans and traces for popular LLMs like OpenAI, Anthropic and Cohere, popular frameworks like Langchain and LlamaIndex and vectorDBs like ChromaDB and Pinecone. The LLM monitoring/evaluations space has seen a number of products off late, both open source and closed source ones. But, a couple of things we have observed are: lack of…

   2024

5. 5
   Openlit▲152

   One click observability & evals for LLMs & GPUs

   2024

6. 6
   Trace 3D▲230

   Manage your 3D content production workflow in one place

   Sep 2025

7. 7
   OTelBin▲143

   Visualize and improve OpenTelemetry collector configurations

   2023

8. 8
   Breadcrumb▲163

   Open-source LLM tracing for agent visibility

   Mar 2026

9. 9
   Trace-AI▲146

   Know What You Ship. Secure What You Depend On.

   Oct 2025

10. 10
    Tracea▲80

    Datadog for AI agents with traces, RCA, and team memory

    May 2026

11. 11
    Progress AI Observability▲168

    Trace, evaluate, and improve AI agents in production

    30d ago · telerik.com

12. 12
    Openlayer▲197

    Slack or email alerts for when your AI fails

    2023

13. 13
    Trace▲85

    A lightweight GraphQL query performance monitoring dev tool

    2021

14. 14
    PromptLayer▲87

    Trace AI requests, workflows, and costs in one timeline

    May 2026

15. 15
    LangWatch Optimization Studio▲211

    Evaluate & optimize your LLM performance with DSPy

    2024

16. 16
    BenchLLM by V7▲133

    Test-driven development for LLMs

    2023

17. 17
    LLM Ops Toolkit by Lamatic.ai▲96

    Aggregate uptime monitoring across OpenAI, Claude, and more

    Apr 2026

18. 18
    VoltOps▲111

    Trace, debug, and monitor AI agents apps in n8n-style

    2025

19. 19
    LLMonitor▲128

    Open source monitoring and production toolkit for AI apps

    2023

20. 20DT
    Distributed Tracing Using OpenTelemetry and ClickHouse▲105

    2021 · github.com

21. 21
    TraceGPT AI Detector▲180

    AI and ChatGPT content detector with 97% accuracy

    2023

22. 22
    Autometrics Observability Stack▲134

    An open source observability stack for your backends

    2023

23. 23
    Teletrace▲131

    Open-source tracing platform

    2023

24. 24TV
    TraceLens Visualizing Distributed Systems▲6

    TraceLens is a new user interface and data collector for OpenTelemetry-based systems. Although there are existing tools like Jaeger and Zipkin that offer some visualization capabilities, I wanted a solution that could provide a deeper level of insight. TraceLens is not designed for production environments, but as a debugging tool to help developers better understand the intricacies of their systems. Key features are detailed component diagrams. and sequence diagrams.

    2024 · tracelens.io

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