vendor · observability
Langfuse vs Maxim AI
49 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from. 22 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Langfuse | Maxim AI |
|---|---|---|
| Audit trail· | “Hierarchical traces capture every LLM call, tool invocation, and retrieval step.”langfuse.com · checked Aug 11, 2026 | Tracks audit logs as part of its governance controls “track audit logs”www.getmaxim.ai · checked Aug 26, 2026 |
| Runtime governance· | no public information langfuse.com · checked Aug 11, 2026 | Enforces per-team/per-virtual-key spend budgets, tracks audit logs, and controls access via SSO “Organizations can manage budgets per team or virtual key, track audit logs and maintain access control via SSO.”www.getmaxim.ai · checked Aug 26, 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 | Per-team/per-key access control via SSO, plus virtual keys scoped to independent budgets and use cases “Virtual Key Management Create different virtual keys for different use-cases with independent budgets and access control.”www.getmaxim.ai · checked Aug 26, 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 | no public information www.getmaxim.ai · checked Aug 26, 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 | no public information www.getmaxim.ai · checked Aug 26, 2026 |
| SLA terms· | no public information www.getmaxim.ai · checked Aug 26, 2026 | |
| Self-reported performance· | 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 | Bifrost (Maxim's AI gateway) claims 50x faster P99 latency than LiteLLM “50x faster than LiteLLM (P99 latency)”www.getmaxim.ai · checked Aug 26, 2026 |
| Service type· | Enterprise AI gateway: unified routing, governance and observability layer across model providers “Built for enterprise-grade reliability, governance, and scale.”www.getmaxim.ai · checked Aug 26, 2026 | |
| Client types· | Developer/engineering teams building AI applications “Join developers who trust Bifrost for their AI infrastructure”www.getmaxim.ai · checked Aug 26, 2026 |
Safety
| Field | Langfuse | Maxim AI |
|---|---|---|
| Incident reporting· | 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 | no public information www.getmaxim.ai · checked Aug 26, 2026 |
| Third-party evaluations· | 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 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Data handling· | 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 | no public information www.getmaxim.ai · checked Aug 26, 2026 |
Practicality
| Field | Langfuse | Maxim AI |
|---|---|---|
| Pricing model· | 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 | Free 14-day trial for the Enterprise tier; a free open-source edition is also available “Try Bifrost Enterprise free for 14 days.”www.getmaxim.ai · checked Aug 26, 2026 |
| Price point· | Free tier: 50k observations/month, no credit card required “Free tier: 50k observations/month . No credit card required.”langfuse.com · checked Aug 11, 2026 | no public information www.getmaxim.ai · checked Aug 26, 2026 |
| Availability· | 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 | Generally available; 14-day free trial for the Enterprise tier “Try Bifrost Enterprise free for 14 days.”www.getmaxim.ai · checked Aug 26, 2026 |
| Deployment options· | 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 | Self-hosted via a single command line install (open source); hosted Enterprise option also available “npx @maximhq/bifrost”www.getmaxim.ai · checked Aug 26, 2026 |
| Integrations· | 100+ integrations across languages, agent frameworks, and model providers “Additionally, 100+ integrations make getting started even easier.”langfuse.com · checked Aug 11, 2026 | OpenAI, Anthropic, Vercel AI SDK, LangChain, plus 8+ model providers and 1,000+ models overall “Works with OpenAI, Anthropic, Vercel AI SDK, LangChain, and more.”www.getmaxim.ai · checked Aug 26, 2026 |
| Supported regions· | EU and US data regions, with a HIPAA-ready region “EU & US Data Regions HIPAA-ready region”langfuse.com · checked Aug 11, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Support model· | no public information langfuse.com · checked Aug 11, 2026 | Community support via Discord for the open-source tier “Community Support Active Discord community with responsive support and regular updates.”www.getmaxim.ai · checked Aug 26, 2026 |
Ecosystem
| Field | Langfuse | Maxim AI |
|---|---|---|
| Protocols supported· | 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 | MCP (Model Context Protocol) gateway for centralizing tool connections “Built in MCP gateway to use all tools within the agent.”www.getmaxim.ai · checked Aug 26, 2026 |
| API access· | Single unified, OpenAI-compatible API across all connected model providers “One consistent API for all providers.”www.getmaxim.ai · checked Aug 26, 2026 | |
| Open source· | no public information www.getmaxim.ai · checked Aug 1, 2026 |
Impact
| Field | Langfuse | Maxim AI |
|---|---|---|
| User base· | 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· | Processes over 90 billion observations per month, up from a previously reported 10+ billion. “90B+ observations/month”langfuse.com · checked Sep 3, 2026 | Over 1,000+ teams use it (self-reported) “OVER 1,000+ TEAMS USE BIFROST”www.getmaxim.ai · checked Aug 26, 2026 |
| Target sectors· | no public information langfuse.com · checked Aug 11, 2026 | Financial services/banking, healthcare & life sciences, insurance, retail, cybersecurity, biotech/pharma, government, telecom, energy & utilities “Financial Services & Banking Healthcare & Life Sciences Insurance Retail Cybersecurity & Threat Intelligence Biotechnology & Pharmaceutical Government & Public Sector Telecommunications Energy & Utilities”www.getmaxim.ai · checked Aug 26, 2026 |
| High-risk domains· | no public information langfuse.com · checked Aug 11, 2026 | Marketed into financial services/banking, healthcare & life sciences, insurance, and government/public sector among other regulated industries “Financial Services & Banking Healthcare & Life Sciences Insurance Retail Cybersecurity & Threat Intelligence Biotechnology & Pharmaceutical Government & Public Sector Telecommunications Energy & Utilities”www.getmaxim.ai · checked Aug 26, 2026 |
| Market recognition· | 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 | Product Hunt: #3 Product of the Day “PRODUCT HUNT #3 Product of the Day”www.getmaxim.ai · checked Aug 26, 2026 |
Disclosed by neither
Both Langfuse and Maxim AI publish nothing on these 22 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 22 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- Dispute process
- Evaluation coverage
- Regulatory status
- Underwriting backing
Questions
- How do Langfuse and Maxim AI compare on user base?
- Langfuse: Used by 21 of Fortune 50; 90B+ observations/month; 100,000+ engineers building on Langfuse. Maxim AI: 1,000+ teams (self-reported).
- How do Langfuse and Maxim AI compare on deployment scale?
- Langfuse: Processes over 90 billion observations per month, up from a previously reported 10+ billion.. Maxim AI: Over 1,000+ teams use it (self-reported).
- How do Langfuse and Maxim AI compare on target sectors?
- Langfuse: no public information disclosed. Maxim AI: Financial services/banking, healthcare & life sciences, insurance, retail, cybersecurity, biotech/pharma, government, telecom, energy & utilities.
- How do Langfuse and Maxim AI compare on high-risk domains?
- Langfuse: no public information disclosed. Maxim AI: Marketed into financial services/banking, healthcare & life sciences, insurance, and government/public sector among other regulated industries.
- How do Langfuse and Maxim AI compare on market recognition?
- Langfuse: Vendor states its platform is used by 21 of the Fortune 50 companies.. Maxim AI: Product Hunt: #3 Product of the Day.
- How do Langfuse and Maxim AI compare on pricing model?
- Langfuse: Usage-based free tier (50k observations/month) with no credit card required; paid tiers not detailed on this page. Maxim AI: Free 14-day trial for the Enterprise tier; a free open-source edition is also available.