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Powered by Payloop — LLM Cost Intelligence
Tools/Langfuse vs Datadog
Langfuse

Langfuse

observability
vs
Datadog

Datadog

observability

Langfuse vs Datadog — Comparison

Overview
What each tool does and who it's for

Langfuse

Traces, evals, prompt management and metrics to debug and improve your LLM application.

Based on the available social mentions, Langfuse appears to be a well-recognized player in the LLM observability and tracing space, often mentioned alongside other established tools like Helicone and Arize. Users appreciate that it provides LLM call tracking capabilities, but some developers note limitations - specifically that it doesn't fully understand agent topology, tool calls, and handoffs in multi-agent systems. The tool seems to face competition from both cloud-only paid solutions like LangSmith and newer open-source alternatives that aim to address its perceived gaps. Overall, Langfuse is viewed as a solid option for basic LLM monitoring, though the market appears to be evolving toward more comprehensive agent observability solutions.

Datadog

See metrics from all of your apps, tools & services in one place with Datadog’s cloud monitoring as a service solution. Try it for free.

I cannot provide a meaningful summary of user sentiment about Datadog based on the provided content. The social mentions only show YouTube video titles about "Datadog AI" without actual user feedback, and two Reddit posts that don't contain substantive reviews or opinions about Datadog's features, pricing, or performance. To give you an accurate summary of what users think about Datadog, I would need actual user reviews, comments, or discussions that express opinions about the platform's strengths, weaknesses, pricing, or overall experience.

Key Metrics
—
Avg Rating
—
1
Mentions (30d)
2
24,100
GitHub Stars
—
2,434
GitHub Forks
—
870,710
npm Downloads/wk
—
16,482,738
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Langfuse

0% positive100% neutral0% negative

Datadog

0% positive100% neutral0% negative
Pricing

Langfuse

subscription + tiered

Pricing found: $29 / month, $8/100k, $199 / month, $8/100k, $300/mo

Datadog

usage-based + subscription + contract + per-seat + tiered

Pricing found: $1, $2, $2.50, $1,000, $1,000

Features

Only in Datadog (10)

SaaS and Cloud providersAutomation toolsMonitoring and instrumentationSource control and bug trackingDatabases and common server componentsAll listed integrations are supported by DatadogTrace requests from end to end across distributed systemsTrack app performance with auto-generated service overviewsGraph and alert on error rates or latency percentiles (p95, p99, etc.)Instrument your code using open source tracing libraries
Developer Ecosystem
18
GitHub Repos
—
828
GitHub Followers
—
20
npm Packages
20
22
HuggingFace Models
7
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Langfuse

cost tracking (2)token usage (1)

Datadog

No data yet

Product Screenshots

Langfuse

Langfuse screenshot 1

Datadog

Datadog screenshot 1Datadog screenshot 2Datadog screenshot 3Datadog screenshot 4
Company Intel
information technology & services
Industry
—
15
Employees
—
$4.1M
Funding
—
Merger / Acquisition
Stage
—
Supported Languages & Categories

Langfuse

AI/MLSecurityDeveloper Tools

Datadog

AI/MLFinTechDevOpsSecurityAnalytics
View Langfuse Profile View Datadog Profile