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Comparison · Infra & APIs

Langfuse vs Ably

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

Langfuse vs Ably: at a glance

FeatureLangfuseAbly
SectorInfra & APIsInfra & APIs
Velocity score0.07.5
Sparks · 30d02
Top themesllm-observability, evaluation, llm-as-a-judge, experimentsai transport, realtime messaging, agents, mau-billing
Last editorial update3mo ago21h ago
Website——

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 Ably?

Ably's AI Transport hits 1.0 and plugs straight into Vercel's useChat with resumable streams.

Ably is repositioning its realtime pub/sub network as the transport layer for AI agent output. AI Transport JS 1.0 runs on ordinary Pub/Sub channels and ships adaptors for the Vercel AI SDK, OpenAI Responses API and AG-UI, plus a useChat transport that resumes a stream after a reload. It lands a week after the switch to monthly-active-user pricing and breaking SDK majors that split every client into device and server packages.

Read the full Ably trajectory →

Langfuse vs Ably: 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.

A
Ably
INFRA · APIS
7.5

Ably's AI Transport hits 1.0 and plugs straight into Vercel's useChat with resumable streams.

◆ Current state

Ably is repositioning its realtime pub/sub network as the transport layer for AI agent output. AI Transport JS 1.0 runs on ordinary Pub/Sub channels and ships adaptors for the Vercel AI SDK, OpenAI Responses API and AG-UI, plus a useChat transport that resumes a stream after a reload. It lands a week after the switch to monthly-active-user pricing and breaking SDK majors that split every client into device and server packages.

◆ Where it's heading

The November releases fit one plan: split clients so MAU billing can count end users, then make the AI layer a thin adaptor on top of the same channels used for chat, presence and LiveObjects. Server-side additions in Java and JS (HTTP LiveObjects, channel pools, a Temporal plugin) point at agent backends as the intended publisher.

◆ Prediction

Expect more agent framework adaptors and server SDKs reaching AI Transport parity, with Chat and LiveObjects examples built around agents joining human conversations.

Alternatives to Langfuse and Ably

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 Ably.

See all Langfuse alternatives → · See all Ably alternatives →

Recent activity from Langfuse and Ably

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

  1. 1d agoAblyAI Transport 1.0 makes Ably a resumable transport for AI chat ⚡
  2. 2d agoAblyJava SDK 2.1 reads and updates LiveObjects over HTTP
  3. 2d agoAblyJS SDK 3.1 adds channel pools and a Temporal plugin
  4. 4d agoAblyAbly Kafka Connector v4.2.1
  5. 8d agoAblyMonthly active user (MAU) pricing ⚡
  6. 8d agoAblyAbly Chat React UI Kit v0.4.0
  7. 6mo agoLangfuseExperiments promoted to a top-level feature
  8. 7mo agoLangfuseBoolean scores for LLM-as-a-Judge evaluators
  9. 7mo agoLangfuseExperiments as a First-Class Concept ⚡
  10. 7mo agoLangfuseBoolean LLM-as-a-Judge Scores
  11. 7mo agoLangfuseReference: dashboard behavior under Fast Preview
  12. 7mo agoLangfuseRoadmap threads1.1k

Frequently asked questions

What is the difference between Langfuse and Ably?

They serve adjacent needs but don't currently overlap on shipped themes. Ably is currently shipping more aggressively (velocity 7.5 vs 0.0), with 2 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 Ably?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Ably is currently shipping more aggressively (velocity 7.5 vs 0.0), with 2 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 Ably?

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