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Langfuse vs Ember AI

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Langfuse compared with Ember AI
DetailLangfuseEmber AI
What it doesOpen Source Agent Evals & Observability AI sales assistant that drafts client follow-ups in your voice from your real inbox
StageEstablished Growing
FoundedNot given Not given
Based inDE Not given
Pricing modelfreemium Not given
PricingNot given Free plan with 300 one-time credits. Growth plan at $79/month with 100 managed contacts and 1,000 credits/month. Pro plan at $329/month with 500 managed contacts and 5,000 credits/month. Enterprise at custom pricing with 1,000+ managed contacts. Unlimited seats on all plans.
Key features
  • Hierarchical traces capture every LLM call, tool invocation, and retrieval step
  • LLM-as-a-judge, heuristic functions, or human review evaluations
  • Prompt management with one-click deployments and rollbacks
  • Playground to test prompts on real production inputs and compare models
  • Experiments with test cases and side-by-side comparison
  • Human annotation and collaborative human-in-the-loop workflows
  • Cost and latency monitoring with dashboards and alerts
  • REST APIs and Query SDK for data access
  • Langfuse Assistant to automate the AI engineering loop
  • Reads email and CRM to identify best prospects
  • Drafts personalized emails in your voice from actual conversation history
  • Approval-first workflow with optional auto-send
  • Contact enrichment and profile updates
  • Learns your writing style through approvals and edits
  • Shared team view with unified inbox for outreach
  • Integrates with Gmail, Outlook, HubSpot, and Attio
  • Sends from your real existing inbox
What makes it different
  • MIT licensed open source platform with no data lock-in
  • Enterprise scale architecture handling billions of monthly events
  • Works with any language and framework with no framework lock-in
  • Async by default so tracing never blocks your application
  • Treats every relationship individually rather than using fixed cadences
  • No sequences or templates required
  • Approval required by default, not auto-send
  • Works on top of existing CRM without migration
  • Continuous proactive relationship management at scale
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)79 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)354
Citation Flow (Majestic)546
Referring domains (Majestic)61149

4 details filled in for both companies.

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