vendor · observability
AgentOps vs Langfuse
45 fields both were evaluated on, 25 of them different — including where one discloses something the other does not. Every value links to the document it came from. 20 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AgentOps | Langfuse |
|---|---|---|
| Audit trail· | “Keep a full data trail of logs, errors, and prompt injection attacks from prototype to production”www.agentops.ai · checked Aug 1, 2026 | “Hierarchical traces capture every LLM call, tool invocation, and retrieval step.”langfuse.com · checked Aug 11, 2026 |
| Explainability· | “Visualize Visually track events such as LLM calls, tools, and multi-agent interactions. Time Travel Debugging Rewind and replay agent runs with point in time precision.”www.agentops.ai · checked Aug 1, 2026 | no public information langfuse.com · checked Aug 11, 2026 |
| Runtime governance· | no public information langfuse.com · checked Aug 11, 2026 | |
| Permission scopes· | 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· | 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· | 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· | no public information www.agentops.ai · checked Aug 1, 2026 | |
| Service type· | “The leading developer platform for building AI agents and LLM apps. Agent observability for OpenAI, CrewAI, Autogen, and 400+ LLMs and frameworks.”www.agentops.ai · checked Aug 1, 2026 | |
| Underwriting backing· | no public information langfuse.com · checked Aug 11, 2026 | |
| Client types· | no public information www.agentops.ai · checked Aug 1, 2026 |
Safety
| Field | AgentOps | Langfuse |
|---|---|---|
| Incident reporting· | no public information www.agentops.ai · checked Aug 1, 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.agentops.ai · checked Aug 1, 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· | no public information www.agentops.ai · checked Aug 1, 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 | AgentOps | Langfuse |
|---|---|---|
| Pricing model· | no public information www.agentops.ai · checked Aug 1, 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.agentops.ai · checked Aug 1, 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· | no public information www.agentops.ai · checked Aug 1, 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· | no public information www.agentops.ai · checked Aug 1, 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.agentops.ai · checked Aug 1, 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.agentops.ai · checked Aug 1, 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 | AgentOps | Langfuse |
|---|---|---|
| Protocols supported· | no public information www.agentops.ai · checked Aug 1, 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· | ||
| Open source· | no public information www.agentops.ai · checked Aug 1, 2026 |
Impact
| Field | AgentOps | Langfuse |
|---|---|---|
| User base· | “4,000+ Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 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· | “Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 2026 | Processes over 90 billion observations per month, up from a previously reported 10+ billion. “90B+ observations/month”langfuse.com · checked Sep 3, 2026 |
| Target sectors· | “Deploying your agents to production? We're here to help.”www.agentops.ai · checked Aug 1, 2026 | no public information langfuse.com · checked Aug 11, 2026 |
Disclosed by neither
Both AgentOps and Langfuse publish nothing on these 20 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 20 identical table rows. Each is shown with its source check on the individual profiles.
- High-risk domains
- Documented incidents
- Support model
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- Evaluation coverage
- Regulatory status
Questions
- How do AgentOps and Langfuse compare on pricing model?
- AgentOps: 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 AgentOps and Langfuse compare on price point?
- AgentOps: no public information disclosed. Langfuse: Free tier: 50k observations/month, no credit card required.
- How do AgentOps and Langfuse compare on availability?
- AgentOps: no public information disclosed. Langfuse: Generally available: a fully managed multi-tenant cloud service, actively used at scale..
- How do AgentOps and Langfuse compare on deployment options?
- AgentOps: no public information disclosed. Langfuse: Self-hosts at scale via Docker Compose, Kubernetes (Helm), or Terraform on AWS/GCP/Azure.
- How do AgentOps and Langfuse compare on integrations?
- AgentOps: no public information disclosed. Langfuse: 100+ integrations across languages, agent frameworks, and model providers.
- How do AgentOps and Langfuse compare on supported regions?
- AgentOps: no public information disclosed. Langfuse: EU and US data regions, with a HIPAA-ready region.