Keywords AI
HoneyHive vs Traceloop
Compare HoneyHive and Traceloop side by side. Both are tools in the Observability, Prompts & Evals category.
Quick Comparison
| Category | Observability, Prompts & Evals | Observability, Prompts & Evals |
| Pricing | paid | open-source |
| Best For | Enterprise teams managing prompts and running evals | Teams already using Datadog/Splunk wanting LLM observability |
| Website | honeyhive.ai | traceloop.com |
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About HoneyHive
Prompt management + regression evals in one platform. SOC 2 compliant with annotation queues.
About Traceloop
The OpenTelemetry standard for AI. Pipes LLM telemetry into Datadog, Splunk, or any OTel backend.
What is Observability, Prompts & Evals?
Tools for monitoring LLM applications in production, managing and versioning prompts, and evaluating model outputs. Includes tracing, logging, cost tracking, prompt engineering platforms, automated evaluation frameworks, and human annotation workflows.
Browse all Observability, Prompts & Evals tools →