My goal is to analyze the latency of each part of our LLM chain. What's the best tracing tool with support for detailed LLM and embedding spans?

Snapshot as of Mar 12, 2026. Sign up free to see the latest daily data.

Total mentions

345

Unique brands

Avg brands/response

9.6

Top domain

braintrust.dev

Top brand

Langfuse

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Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Langfuse69.8%

LangSmith35.4%

Arize Phoenix26.0%

Responses

Counts only on free plans

Total responses

Total mentions

345

Total citations

537

Related prompts

Other prompts with similar intent

My goal is to get a root cause analysis when our LLM agent fails a complex task. What's the best LLM tracing and debugging tool?Best tracing tool to diagnose tail latency?Best LLM observability and prompt tracing?I need a monitoring tool that integrates with LangChain to trace chain execution.We need to debug why our LLM agent is getting stuck in a loop. What's the best visual agent tracing and debugging tool?We want to log all LLM requests and responses for auditing. What is the best logging and observability platform designed for LLMs?

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Total mentions

345

Unique brands

Avg brands/response

9.6

Top domain

braintrust.dev

Top brand

Langfuse

Unlock full data

Full brand & citation dataResponse trends over timeTrack your brand's ranking

Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Langfuse69.8%

LangSmith35.4%

Arize Phoenix26.0%

Responses

Counts only on free plans

Total responses

Total mentions

345

Total citations

537

Related prompts

Other prompts with similar intent

Top brand - Mention rate

Langfuse87.5%

Arize Phoenix87.5%

LangSmith75.0%

OpenTelemetry62.5%

MLflow25.0%

Top brand - Avg. position

MLflow1.0

Langfuse1.6

LangSmith2.1

Arize Phoenix3.6

OpenTelemetry4.9

Top cited URLs

braintrust.dev

4.7%

truefoundry.com

3.2%

arize.com

3.2%

mlflow.org

2.8%

python.plainenglish.io

2.8%