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Logging · head to head

Traceloop vs Filebeat

Traceloop logo

Traceloop

Logging

LLM reliability platform with open-source observability and evaluation

From
Free
Rated
-
Full reviewWebsite
Filebeat logo

Filebeat

Logging

Lightweight Shipper for Logs

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Traceloop free tier limited to 50k spans per month and 24-hour retention, restricting production use; Filebeat filebeat ships only as part of the Elastic Stack and has no standalone commercial license; using it in production requires deploying Elasticsearch and typically Kibana alongside it.
  • They diverge on capability: Traceloop covers Open-source SDK (OpenLLMetry), Filebeat covers File tailing.

Where they differ

Only the attributes on which Traceloop and Filebeat actually diverge.

Attributes where Traceloop and Filebeat differ
AttributeTraceloopFilebeat
Pricing modelFreemium with pay-as-you-go enterprise optionopen-source
PlatformsCloud, On-premises, Air-gapped, Python, TypeScript, Go, RubyWeb, Api
FoundedUnknown2011

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Logging).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Traceloop

  • Open-source SDK (OpenLLMetry)
  • Multi-provider support
  • Observability platform integration
  • Framework support
  • Monitoring dashboard
  • Evaluation system
  • Deployment flexibility

Only in Filebeat

  • File tailing
  • Log forwarding
  • Event parsing
  • Input harvesting
  • API
  • Webhooks
  • REST
  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Traceloop

  • Monitoring LLM application performance in productionnot Filebeat
  • Instrumenting LLM apps with minimal code overheadnot Filebeat
  • Continuous evaluation and quality scoring of LLM outputsnot Filebeat
  • Debugging LLM application issues with full trace visibilitynot Filebeat
  • Integrating observability data into existing monitoring stacksnot Filebeat

Filebeat

  • Log monitoringnot Traceloop
  • Application performancenot Traceloop
  • Security analyticsnot Traceloop
  • Troubleshootingnot Traceloop

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Traceloop

  • Free tier limited to 50k spans per month and 24-hour retention, restricting production use
  • Company acquisition by ServiceNow creates uncertainty about future roadmap
  • Requires integration with separate observability platforms for visualization
  • Less feature-rich than dedicated LLM evaluation platforms

Filebeat

  • Filebeat ships only as part of the Elastic Stack and has no standalone commercial license; using it in production requires deploying Elasticsearch and typically Kibana alongside it.

Pricing, plan by plan

Traceloop

Free
  • FreeFree
    • 50,000 spans per month
    • Up to 5 seats
    • 24-hour data retention
  • Enterprise$undefined/custom
    • Unlimited spans per month
    • Unlimited seats
    • Custom data retention

Filebeat

Free
  • FreeFree
    • File tailing
    • Log forwarding
    • Event parsing

Which should you pick?

Choose Traceloop if

  • You need open-source sdk (openllmetry).
  • You want to start without paying.
  • You work on Cloud, On-premises, Air-gapped, Python, TypeScript, Go, Ruby.
  • You also want multi-provider support.
Traceloop review

Choose Filebeat if

  • You need file tailing.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want log forwarding.
Filebeat review

Questions people ask

Is Traceloop or Filebeat better?
Neither clearly leads. Traceloop starts at Free and Filebeat at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Traceloop or Filebeat?
Traceloop starts at Free and Filebeat at Free.
Does Traceloop or Filebeat run on more platforms?
Traceloop runs on Cloud, On-premises, Air-gapped, Python, TypeScript, Go, Ruby. Filebeat runs on Web, Api.
Can I use Traceloop for free?
Both have a free tier, so you can try either at no cost before committing.
What is Traceloop best used for?
Traceloop is most often used for monitoring llm application performance in production, instrumenting llm apps with minimal code overhead, continuous evaluation and quality scoring of llm outputs, debugging llm application issues with full trace visibility. Of those, monitoring llm application performance in production and instrumenting llm apps with minimal code overhead are not what Filebeat is typically brought in for.
What can Traceloop do that Filebeat cannot?
Traceloop covers Open-source SDK (OpenLLMetry), Multi-provider support, Observability platform integration, Framework support. Filebeat covers File tailing, Log forwarding, Event parsing, Input harvesting.

Answered from the vendors’ own pages

Traceloop: Is OpenLLMetry open-source?

Yes, OpenLLMetry is Traceloop's open-source SDK built on OpenTelemetry standards. It allows teams to instrument LLM applications with just 2 lines of code and send data to 25+ observability platforms.

Source
Filebeat: What does Filebeat cost?

Filebeat is free and open source. There are no licensing fees for the software itself.

Source
Traceloop: What is the impact of ServiceNow acquisition?

Traceloop is joining ServiceNow, representing a strategic acquisition that will broaden enterprise adoption and integration capabilities. Current operations continue with free and enterprise options available.

Source
Filebeat: Is Filebeat free for commercial use?

Yes. Filebeat is open and free to use for any purpose, including commercial applications.

Source
Traceloop: How many LLM providers and frameworks does Traceloop support?

Traceloop supports 20+ LLM providers including OpenAI and Anthropic, and integrates with frameworks like LangChain and LlamaIndex. It can send data to 25+ observability platforms.

Source
Filebeat: Do I need to pay for Elastic Cloud to use Filebeat?

No. Filebeat works independently without any Elastic Cloud subscription, though Elastic Cloud is offered as an optional paid deployment option.

Source
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