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Comparison · Infra & APIs

Langfuse vs Clair

A side-by-side editorial comparison of Langfuse and Clair — release velocity, themes, recent moves, and the top alternatives to consider.

Langfuse vs Clair: at a glance

FeatureLangfuseClair
SectorInfra & APIsInfra & APIs
Velocity score0.02.5
Sparks · 30d00
Top themesllm-observability, evaluation, llm-as-a-judge, experimentscontainer-security, vulnerability-scanning, sbom, red-hat
Last editorial update3mo ago8h ago
Website—Visit →

What is Langfuse?

Langfuse promotes Experiments out from under Datasets, making evaluation the primary workflow.

Langfuse's recent work is concentrated almost entirely on the evaluation surface. Experiments were rebuilt as a top-level feature that runs with or without a dataset attached, and can be compared across runs over time. The LLM-as-a-Judge evaluator gained categorical scores in late March and boolean true/false scores a week later, filling out the score types beyond plain numerics. Everything else in the window is documentation or scrape artifacts.

Read the full Langfuse trajectory →

What is Clair?

Clair 4.10 RC can read SBOMs to match Java vulnerabilities.

Clair cut its first 4.10.0 release candidate on November 13, eleven months after 4.9.0. Its Java indexers can now read CycloneDX SBOM files and treat them as the source of truth, and Red Hat's VEX data now covers Maven advisories, so Java packages in Red Hat images can be matched. It also reduces memory use when many packages share a source package.

Read the full Clair trajectory →

Langfuse vs Clair: editorial side-by-side

L
Langfuse
INFRA · APIS
0.0

Langfuse promotes Experiments out from under Datasets, making evaluation the primary workflow.

◆ Current state

Langfuse's recent work is concentrated almost entirely on the evaluation surface. Experiments were rebuilt as a top-level feature that runs with or without a dataset attached, and can be compared across runs over time. The LLM-as-a-Judge evaluator gained categorical scores in late March and boolean true/false scores a week later, filling out the score types beyond plain numerics. Everything else in the window is documentation or scrape artifacts.

◆ Where it's heading

The direction is evaluation as the product's centre of gravity rather than an appendage to tracing. Decoupling Experiments from Datasets removes the setup cost of running an eval, and the widening score types let judges express verdicts rather than only magnitudes — both point at teams running evals continuously against live traces instead of curated fixtures. Regional expansion shows up in the feed as Langfuse Cloud Japan. Cadence is the open question: nothing has published since April 21, so this arc is described from a three-month-old window.

◆ Prediction

The score-type buildout and the run-comparison view are converging on scheduled or triggered evaluations against production traces, but the feed has been silent long enough that the next move cannot be called with confidence from these entries alone.

C
Clair
INFRA · APIS
2.5

Clair 4.10 RC can read SBOMs to match Java vulnerabilities.

◆ Current state

Clair cut its first 4.10.0 release candidate on November 13, eleven months after 4.9.0. Its Java indexers can now read CycloneDX SBOM files and treat them as the source of truth, and Red Hat's VEX data now covers Maven advisories, so Java packages in Red Hat images can be matched. It also reduces memory use when many packages share a source package.

◆ Where it's heading

Since 4.8 Clair has moved from Red Hat's older OVAL data to VEX, and each release follows Red Hat's security data more closely. 4.10 adds SBOMs as an input, so Clair can match what an image's own manifest declares, not only what it finds on disk.

◆ Prediction

More 4.10 release candidates and then a final are likely; the long gap between releases suggests that could take weeks.

Alternatives to Langfuse and Clair

Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Langfuse or Clair.

See all Langfuse alternatives → · See all Clair alternatives →

Recent activity from Langfuse and Clair

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 13h agoClairClair 4.10 RC reads CycloneDX SBOMs for Java matching
  2. 6mo agoLangfuseExperiments promoted to a top-level feature
  3. 7mo agoLangfuseBoolean scores for LLM-as-a-Judge evaluators
  4. 7mo agoLangfuseExperiments as a First-Class Concept ⚡
  5. 7mo agoLangfuseBoolean LLM-as-a-Judge Scores
  6. 7mo agoLangfuseReference: dashboard behavior under Fast Preview
  7. 7mo agoLangfuseRoadmap threads1.1k
  8. 11mo agoClairClair 4.9 moves CVSS data to NVD's 2.0 feeds
  9. 2y agoClairClair 4.8 replaces Red Hat OVAL data with VEX
  10. 2y agoClairClair 4.7.4 changes the default layer download location
  11. 2y agoClairClair 4.7.3 requires TLS 1.2 or newer
  12. 3y agoClairClair 4.7.2 drops the retired CRDA source

Frequently asked questions

What is the difference between Langfuse and Clair?

They serve adjacent needs but don't currently overlap on shipped themes. Clair is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Langfuse better than Clair?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Clair is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.

What are the best alternatives to Langfuse?

Top Langfuse alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Langfuse alternatives" section above for the current picks, or visit /alternatives/langfuse for the full list with editorial commentary on each.

What are the best alternatives to Clair?

Top Clair alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Clair alternatives" section above for the current picks, or visit /alternatives/clair for the full list with editorial commentary on each.