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Langfuse vs Overtracking Analytics
Overtracking Analytics is a web analytics tool, not tailored for LLM app tracing or agent evaluation.
LangfuseOpen Source Observability & Analytics for LLM Apps π΅οΈββοΈSide by side
- What it is
- Langfuse:Langfuse is an open-source platform for tracing, evaluating and monitoring LLM applications and AI agents.
- Overtracking Analytics:Privacy-friendly web analytics with heatmaps, session replay and core web vitals.
- Best for
- Langfuse:LLM observability & analytics
- Overtracking Analytics:Privacy-first alternative to Google Analytics
- Who itβs for
- Langfuse:Developers building, debugging and scaling LLM-based apps and agents.
- Overtracking Analytics:Website owners and marketers who need simple, cookie-free analytics.
- Pricing
- Langfuse:Freemium
- Overtracking Analytics:Freemium
- Plans
- Langfuse:Hobby Free Β· Core $29 per month Β· Pro $199 per month Β· Enterprise $2499 per month
- Overtracking Analytics:β
- Open source
- Langfuse:Yes, 35,097 GitHub stars
- Overtracking Analytics:β
- Works with
- Langfuse:Python, TypeScript, Go, Java, .NET, Ruby, PHP, Swift
- Overtracking Analytics:WooCommerce, PrestaShop
- DevHunt upvotes
- Langfuse:89
- Overtracking Analytics:111
- Launched on DevHunt
- Langfuse:Jan 2023
- Overtracking Analytics:Jan 2023
Langfuse features
- Hierarchical Traces. Capture every LLM call, tool invocation and retrieval step with filters for user, session, cost and latency.
- Prompt Management. Version, fetch, release and cache prompts separately from code with one-click deployments.
- Evaluation Engine. Run LLM-as-judge, heuristic or human-review evaluations on production data or experiments.
- Experiments & Datasets. Define test cases, run experiments and create golden datasets for continuous improvement.
- Dashboards & Alerts. Monitor cost, latency and quality via custom dashboards and automated alerts.
- Human Annotation. Collaborative human-in-the-loop workflows with annotation queues.
- Extensive Integrations. Supports Python, TypeScript, Go, Java, .NET, Ruby, PHP, Swift and 100+ agent frameworks and model providers.
- Self-hosted & Cloud Options. Available as hosted SaaS or self-hosted under MIT license.
Overtracking Analytics features
- Heatmaps. Visualize where users click and where they ignore on each page.
- Session Replay. Record and replay user sessions to understand behavior.
- Core Web Vitals Monitoring. Track performance metrics by country, device and URL.
- Goal Tracking. Create unlimited goals without complex event setup.
- Error Detection. Detect 404, 500 and other server errors in real time.
- Team Collaboration. Create teams and invite members to share dashboards.
Based on each tool's website and DevHunt data. Details may change; check the official sites.