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Langfuse VS Google StackDriver

Compare Langfuse VS Google StackDriver and see what are their differences

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Langfuse logo Langfuse

Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.

Google StackDriver logo Google StackDriver

Stackdriver provides monitoring services for cloud-powered applications.
  • Langfuse Landing page
    Landing page //
    2023-08-20

Langfuse is an open-source LLM engineering platform designed to empower developers by providing insights into user interactions with their LLM applications. We offer tools that help developers understand usage patterns, diagnose issues, and improve application performance based on real user data. By integrating seamlessly into existing workflows, Langfuse streamlines the process of monitoring, debugging, and optimizing LLM applications. Our platform's robust documentation and active community support make it easy for developers to leverage Langfuse for enhancing their LLM projects efficiently. Whether you're troubleshooting interactions or iterating on new features, Langfuse is committed to simplifying your LLM development journey.

  • Google StackDriver Landing page
    Landing page //
    2023-05-11

Langfuse features and specs

  • User-Friendly Interface
    Langfuse offers a clean and intuitive interface that makes it easy for users to navigate and use the platform efficiently, regardless of their technical skill level.
  • Integration Capabilities
    The platform provides a variety of APIs and integration options, allowing users to seamlessly connect Langfuse with other applications and services they use.
  • Comprehensive Analysis Tools
    Langfuse offers advanced analysis tools that help users to gain insights from their language data, improving decision-making and strategy development.

Possible disadvantages of Langfuse

  • Limited Language Support
    While Langfuse offers a range of language options, it may not support as many languages as some global companies require, potentially limiting its usability for diverse linguistic needs.
  • Pricing Model
    The pricing model of Langfuse might be considered expensive for small businesses or startups with a limited budget, which can make it less accessible to those users.
  • Learning Curve for Advanced Features
    While the basic features are easy to use, some advanced functionalities might have a steep learning curve, requiring more time and effort from users to fully leverage them.

Google StackDriver features and specs

  • Comprehensive Monitoring
    Google StackDriver provides extensive monitoring capabilities for applications running on Google Cloud Platform (GCP), Amazon Web Services (AWS), and even on-premises systems. This centralized monitoring offers seamless integration and a unified view of the health of your entire infrastructure.
  • Integrated Logging
    StackDriver includes powerful logging capabilities that allow you to collect, analyze, and visualize logs from various sources. Its integration with Google Cloud Logging allows for easy search, alerting, and insights.
  • Alerting and Incident Response
    StackDriver comes with advanced alerting features that notify you of any issues in real-time. It supports multiple channels like email, SMS, and third-party services, helping you respond proactively to incidents.
  • Auto-Generated Dashboards
    StackDriver provides auto-generated dashboards for various GCP and AWS services, making it easier for users to start monitoring their cloud resources immediately without extensive configuration.
  • Integration with Other Google Services
    Being a part of Google Cloud, StackDriver seamlessly integrates with other Google services such as BigQuery, Cloud Storage, and Google Kubernetes Engine, among others, providing more robust data analysis and visualization capabilities.

Possible disadvantages of Google StackDriver

  • Cost
    The pricing for StackDriver can become expensive, especially for large-scale applications with a significant number of resources and logs. Costs can quickly escalate based on usage, making budgeting a challenge.
  • Complexity
    While StackDriver offers a comprehensive set of features, the platform can be complex to set up and configure correctly, particularly for newcomers or smaller teams without dedicated DevOps resources.
  • AWS Integration Limitations
    Although StackDriver supports AWS, the integration is not as deep as it is with GCP. Some advanced features and metrics may not be available for AWS resources, limiting its effectiveness for multi-cloud environments.
  • Learning Curve
    The extensive functionality of StackDriver comes with a steep learning curve. Users may require significant time and training to fully leverage all the features and to set up effective monitoring and alerting systems.
  • Data Retention Limitations
    StackDriver's data retention policies might be restrictive for some use cases. By default, log data retention is limited, and extending the retention period can incur additional costs, affecting long-term analysis and auditing.

Langfuse videos

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Langfuse in two minutes

Google StackDriver videos

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Google Stackdriver Monitoring | Walkthrough, Thoughts, and Review

Category Popularity

0-100% (relative to Langfuse and Google StackDriver)

Langfuse

Google StackDriver

AI
100 100%
AI
0% 0
Monitoring Tools
0 0%
Monitoring Tools
100% 100
Help Desk
100 100%
Help Desk
0% 0
Log Management
0 0%
Log Management
100% 100

User comments

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Social recommendations and mentions

Based on our record, Langfuse should be more popular than Google StackDriver. It has been mentiond 10 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Langfuse mentions (10)

  • Top Open Source Tools for LLM Observability in 2025
    Langfuse is another open-source platform for debugging, analyzing, and iterating on language model applications. It offers tracing, evaluation, and prompt management. While Langfuse offers many capabilities, some (like the Prompt Playground and automated evaluation) are only available in the paid tier for self-hosted users. - Source: dev.to / 6 days ago
  • A Curated List of shadcn/ui-like React Component Collections
    It is reportedly used on websites like Langfuse and Million.dev. - Source: dev.to / about 2 months ago
  • 10 Ways AI Can Speed Up your Mobile App Development
    LangFuse is a monitoring and debugging platform for LLM-powered applications. It provides insights into token usage and costs. It can also analyze latency, and the performance of AI interactions. The platform allows debug prompts, and analyzes how they behave in production. - Source: dev.to / 3 months ago
  • Building effective AI agents with Trigger.dev
    You'll notice there's a lot of prompts in these examples. As you develop your prompts, you'll likely want to iterate and refine them over time. I recommend using tools like Langfuse or Langsmith for prompt management and metrics, making it easier to track performance and make improvements. - Source: dev.to / 3 months ago
  • Ask HN: Who is hiring? (February 2025)
    Langfuse (https://langfuse.com). We started with observability and have branched out into more workflows over time (evals, prompt mgmt, playground, testing...). We have a bunch of traction and are looking for our fourth to sixth hire in scaling and building feature depth. We're hiring in person (4-5 days/week) in Berlin, Germany (salary ranges for each job 70k-130k, up to 0.35% equity). We value quality in... - Source: Hacker News / 3 months ago
View more

Google StackDriver mentions (1)

  • 10 Best Cloud Monitoring Tools for 2025
    Formerly Stackdriver, Google Cloud Operations Suite offers monitoring, logging, and diagnostics for applications on Google Cloud Platform. It provides real-time insights and integrates seamlessly with other Google Cloud services. - Source: dev.to / 8 days ago

What are some alternatives?

When comparing Langfuse and Google StackDriver, you can also consider the following products

LangSmith - Build and deploy LLM applications with confidence

Devo - Devo delivers real-time operational & business value from analytics on streaming and historical data to operations.

Datumo Eval - Discover Datumo Eval, the cutting-edge LLM evaluation platform from Datumo, designed to optimize AI model accuracy, reliability, and performance through advanced evaluation methodologies.

Komodor - The Kubernetes native troubleshooting platform

Braintrust - Braintrust connects companies with top technical talent to complete strategic projects and drive innovation. Our AI Recruiter can 100x your recruiting power.

ALog ConVerter - Server access log solution for finance and manufacturing

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