vendor · observability
Edwin AI vs Langfuse
49 fields both were evaluated on, 30 of them different — including where one discloses something the other does not. Every value links to the document it came from. 19 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Edwin AI | Langfuse |
|---|---|---|
| Own liability cover· | Trust center quick-summary confirms the vendor (LogicMonitor) has cyber insurance “Has cyber insurance”trust.logicmonitor.com · checked Aug 29, 2026 | no public information langfuse.com · checked Aug 10, 2026 |
| Audit trail· | Vendor states the agent executes across the customer environment with governance and audit logging in place “executes it across your environment with full governance and audit logging in place”www.logicmonitor.com · checked Aug 6, 2026 | “Hierarchical traces capture every LLM call, tool invocation, and retrieval step.”langfuse.com · checked Aug 11, 2026 |
| Explainability· | “Turn fragmented cross-domain event noise into explainable, guided action.”www.logicmonitor.com · checked Aug 6, 2026 | no public information langfuse.com · checked Aug 11, 2026 |
| Runtime governance· | “Execute governed, closed-loop remediation across automation playbooks.”www.logicmonitor.com · checked Aug 6, 2026 | no public information langfuse.com · checked Aug 11, 2026 |
| Permission scopes· | no public information www.logicmonitor.com · checked Aug 6, 2026 | Data is scoped per-project with project-scoped API keys, and requests are authorized via role-based access control before queries run. “All product data is scoped to a project. Every record is associated with a projectId , API keys are project-scoped, and authenticated requests are authorized through RBAC before queries are made”langfuse.com · checked Sep 2, 2026 |
| Compliance certifications· | Parent company LogicMonitor's trust center lists SOC 2 Type II, SOC 3, ISO 27001/27017/27018, IRAP, CSA, SIG, and FedRAMP Moderate “SOC 2 Type II SOC 3 ISO 27001 ISO 27017 ISO 27018 IRAP CSA SIG FedRAMP Moderate”trust.logicmonitor.com · checked Aug 29, 2026 | SOC 2 Type II, ISO 27001, EU & US data regions, a HIPAA-ready region, GDPR; government hardening described as coming soon “SOC 2 Type II & ISO 27001 EU & US Data Regions HIPAA-ready region Hardening for Gov (soon) GDPR”langfuse.com · checked Sep 12, 2026 |
| Regulatory alignment· | Trust center badges include CCPA, GDPR, and ICO registration “CCPA GDPR ICO Registered”trust.logicmonitor.com · checked Aug 29, 2026 | Langfuse states it is GDPR compliant with data retention, masking and deletion capabilities “Langfuse is GDPR compliant, and offers data retention, data masking and data deletion capabilities to manage the processing of personal data”langfuse.com · checked Aug 26, 2026 |
| SLA terms· | ||
| Self-reported performance· | Customer-attributed stat: Edwin AI cut noise by 90% and ITSM incidents by 76% (Nexon); also cites 313% ROI, 3,000+ integrations, 100% bi-directional ITSM sync ““Edwin AI cut noise by 90% & ITSM incidents by 76%, enabling better customer service.””www.logicmonitor.com · checked Aug 18, 2026 | Vendor claims Langfuse v4 delivers up to 165x faster performance (self-reported). “Langfuse v4 is here: real-time, up to 165× faster”langfuse.com · checked Aug 10, 2026 |
| Service type· | “Edwin AI: The AIOps Agent for Fast Incident Resolution - LogicMonitor”www.logicmonitor.com · checked Aug 6, 2026 | |
| Underwriting backing· | no public information langfuse.com · checked Aug 11, 2026 | |
| Client types· | no public information www.logicmonitor.com · checked Aug 6, 2026 |
Safety
| Field | Edwin AI | Langfuse |
|---|---|---|
| Safety policy· | “Purpose-built security for the hybrid observability and AI era.”www.logicmonitor.com · checked Aug 6, 2026 | no public information langfuse.com · checked Aug 11, 2026 |
| Incident reporting· | Parent company LogicMonitor publishes a bug bounty/vulnerability disclosure program and a dedicated security contact. “please contact us at security@logicmonitor.com”trust.logicmonitor.com · checked Sep 5, 2026 | Vulnerability disclosure runs through Bugcrowd, plus a whistleblowing channel. “Reporting: Clear channels for responsible disclosure through Bugcrowd and Whistleblowing”langfuse.com · checked Sep 2, 2026 |
| Third-party evaluations· | no public information www.logicmonitor.com · checked Aug 6, 2026 | Undergoes annual third-party penetration testing in addition to its SOC 2 Type II and ISO 27001 audits. “is covered by SOC 2 Type II and ISO 27001 audits, and undergoes annual third-party penetration tests”langfuse.com · checked Sep 2, 2026 |
| Data handling· | Trust center confirms customer data is deleted on request “Deletes customer data on request”trust.logicmonitor.com · checked Aug 29, 2026 | Langfuse states it is GDPR compliant with data retention, masking and deletion capabilities “Langfuse is GDPR compliant, and offers data retention, data masking and data deletion capabilities to manage the processing of personal data”langfuse.com · checked Aug 26, 2026 |
Practicality
| Field | Edwin AI | Langfuse |
|---|---|---|
| Pricing model· | no public information www.logicmonitor.com · checked Aug 6, 2026 | Usage-based free tier (50k observations/month) with no credit card required; paid tiers not detailed on this page “Free tier: 50k observations/month . No credit card required.”langfuse.com · checked Aug 11, 2026 |
| Price point· | no public information www.logicmonitor.com · checked Aug 6, 2026 | Free tier: 50k observations/month, no credit card required “Free tier: 50k observations/month . No credit card required.”langfuse.com · checked Aug 11, 2026 |
| Availability· | “Try it free Request Your Edwin AI Demo”www.logicmonitor.com · checked Aug 6, 2026 | Generally available: a fully managed multi-tenant cloud service, actively used at scale. “Langfuse Cloud is a fully managed, multi-tenant SaaS deployment”langfuse.com · checked Sep 2, 2026 |
| Deployment options· | “Full visibility across your entire hybrid estate”www.logicmonitor.com · checked Aug 6, 2026 | Self-hosts at scale via Docker Compose, Kubernetes (Helm), or Terraform on AWS/GCP/Azure “Self-host at scale Docker Compose Kubernetes (Helm) AWS (Terraform) GCP (Terraform) Azure (Terraform)”langfuse.com · checked Aug 11, 2026 |
| Integrations· | no public information www.logicmonitor.com · checked Aug 6, 2026 | 100+ integrations across languages, agent frameworks, and model providers “Additionally, 100+ integrations make getting started even easier.”langfuse.com · checked Aug 11, 2026 |
| Supported regions· | no public information www.logicmonitor.com · checked Aug 6, 2026 | EU and US data regions, with a HIPAA-ready region “EU & US Data Regions HIPAA-ready region”langfuse.com · checked Aug 11, 2026 |
Ecosystem
| Field | Edwin AI | Langfuse |
|---|---|---|
| Protocols supported· | “MCP NEW Establish traceable, secure governance boundaries for AI tool integrations.”www.logicmonitor.com · checked Aug 6, 2026 | Ships a Platform MCP Server for IDE agents and is OpenTelemetry-native “Platform MCP Server Structured access for IDE agents to manage prompts, query traces, and use Langfuse data.”langfuse.com · checked Aug 11, 2026 |
| API access· | “3,000+ collector-based and API-friendly integrations”www.logicmonitor.com · checked Aug 6, 2026 | |
| Open source· | no public information www.logicmonitor.com · checked Aug 6, 2026 | |
| Marketplace presence· | “100% bi-directional sync with ITSM platforms like ServiceNow”www.logicmonitor.com · checked Aug 6, 2026 | no public information langfuse.com · checked Aug 11, 2026 |
Impact
| Field | Edwin AI | Langfuse |
|---|---|---|
| User base· | “Capital Group has 1,000+ alerts/ day. LogicMonitor will eliminate that noise.”www.logicmonitor.com · checked Aug 6, 2026 | Used by 21 of Fortune 50; 90B+ observations/month; 100,000+ engineers building on Langfuse “Used by 21 of Fortune 50 90B+ observations/month 100,000+ engineers building on Langfuse”langfuse.com · checked Sep 3, 2026 |
| Deployment scale· | “Edwin AI delivered a 313% ROI for composite organization.”www.logicmonitor.com · checked Aug 6, 2026 | Processes over 90 billion observations per month, up from a previously reported 10+ billion. “90B+ observations/month”langfuse.com · checked Sep 3, 2026 |
| High-risk domains· | “Healthcare Financial Services Public Sector”www.logicmonitor.com · checked Aug 6, 2026 | no public information langfuse.com · checked Aug 11, 2026 |
| Market recognition· | Forrester Total Economic Impact (TEI) study commissioned by LogicMonitor found Edwin AI delivered 313% ROI “Forrester Total Economic Impact™ study finds Edwin AI delivered a 313% ROI for composite organization.”www.logicmonitor.com · checked Aug 18, 2026 | Vendor states its platform is used by 21 of the Fortune 50 companies. “Used by 21 of Fortune 50”langfuse.com · checked Aug 10, 2026 |
Disclosed by neither
Both Edwin AI and Langfuse publish nothing on these 19 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 19 identical table rows. Each is shown with its source check on the individual profiles.
- Target sectors
- Documented incidents
- Support model
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- Dispute process
- Evaluation coverage
- Regulatory status
Questions
- How do Edwin AI and Langfuse compare on market recognition?
- Edwin AI: Forrester Total Economic Impact (TEI) study commissioned by LogicMonitor found Edwin AI delivered 313% ROI. Langfuse: Vendor states its platform is used by 21 of the Fortune 50 companies..
- How do Edwin AI and Langfuse compare on pricing model?
- Edwin AI: no public information disclosed. Langfuse: Usage-based free tier (50k observations/month) with no credit card required; paid tiers not detailed on this page.
- How do Edwin AI and Langfuse compare on price point?
- Edwin AI: no public information disclosed. Langfuse: Free tier: 50k observations/month, no credit card required.
- How do Edwin AI and Langfuse compare on integrations?
- Edwin AI: no public information disclosed. Langfuse: 100+ integrations across languages, agent frameworks, and model providers.
- How do Edwin AI and Langfuse compare on supported regions?
- Edwin AI: no public information disclosed. Langfuse: EU and US data regions, with a HIPAA-ready region.
- How do Edwin AI and Langfuse compare on incident reporting?
- Edwin AI: Parent company LogicMonitor publishes a bug bounty/vulnerability disclosure program and a dedicated security contact.. Langfuse: Vulnerability disclosure runs through Bugcrowd, plus a whistleblowing channel..