Langfuse vs 1Password
Open-source LLM engineering platform — observability, prompts, evals
vs. Enterprise password + secrets management — for humans and machines
Pricing tiers
Langfuse
Hobby (Cloud Free)
Free. 50k units/month included. 30 days data access. 2 users. Community support.
Free
Self-Hosted (OSS)
MIT-licensed. Docker Compose or Kubernetes deployment. Unlimited.
$0 base (usage-based)
Core
$29/month. 100k units included ($8 per 100k overage). 90 days retention. Unlimited users. In-app support.
$29/mo
Pro
$199/month. 100k units included + same overage. 3 YEARS retention. Unlimited annotation queues. High rate limits.
$199/mo
Teams Add-on
+$300/month. Adds Enterprise SSO + fine-grained RBAC + dedicated Slack support to Pro.
$300/mo
Enterprise
$2,499/month. Everything + custom rate limits, uptime SLA, dedicated support engineer. Yearly options.
$2499/mo
1Password
Individual
$3.99/mo (annual). 1 user. Unlimited passwords, devices. Travel mode.
$4/mo
Families
$4.99/mo total (annual) for 5 family members. Shared vaults.
$5/mo
Business
$7.99/user/mo (annual). Unlimited guests, custom roles, SSO, advanced reports.
$8/mo
Teams Starter
$19.95/mo total (up to 10 users). Shared vaults, guest users, usage reports.
$20/mo
Enterprise
Custom. Dedicated support, annual security reviews, SLA, account management.
Custom
Service Accounts (Business+)
Included with Business/Enterprise. Non-human accounts for CI/CD + secret automation.
Custom
Free-tier quotas head-to-head
Comparing hobby on Langfuse vs individual on 1Password.
| Metric | Langfuse | 1Password |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Langfuse · 16 features
- Annotation Queues — Human reviewers rate traces. Unlimited on Pro+.
- Dashboards — Aggregate metrics, cost, quality across projects.
- Datasets — Curate test sets from production traces. Run experiments.
- EU Cloud Region — GDPR-compliant hosting in EU.
- Evaluations — LLM-as-judge, manual scores, custom model-graded evaluators.
- LLM Cost Tracking — Automatic cost calculation per provider/model.
- OpenTelemetry Native — OTel SDK → Langfuse endpoint works out of box.
- Playground — Test prompts + models + variables live.
- Prompt Management — Version, tag, label prompts. Reference from code by label.
- Public API — Full REST API for ingest, query, prompt management.
- Python @observe decorator — One-line decorator to trace any function.
- Self-Hosting — Docker Compose + k8s Helm chart.
- Sessions — Group related traces (conversations, agent runs).
- Tracing — Capture every LLM call, tool call, nested span with inputs/outputs/cost.
- Users Tracking — Segment traces by user ID, track per-user cost.
- Webhooks — Subscribe to trace completion events.
1Password · 18 features
- Browser Extensions — Chrome, Firefox, Safari, Edge.
- Connect Server — Self-hosted secret delivery.
- Desktop Apps — Mac, Windows, Linux.
- Events API — SIEM-compatible audit stream.
- iOS + Android Apps — Native mobile.
- op CLI — Command-line access + biometrics.
- Passkey Support — WebAuthn/FIDO2.
- Password Management — Store, generate, autofill.
- SCIM — User provisioning.
- Secret References (op://) — Reference secrets in config files.
- Secrets Automation — Dev secrets workflow.
- Service Accounts — CI/CD auth.
- Shell Plugins — Intercept CLI auth.
- SSH Key Mgmt + Agent — Store + use SSH keys.
- SSO (OIDC / SAML) — Enterprise auth.
- Travel Mode — Hide vaults at borders.
- Vaults — Shared + personal vaults.
- Watchtower — Breach + weak password alerts.
Developer interfaces
| Kind | Langfuse | 1Password |
|---|---|---|
| CLI | — | op CLI |
| SDK | langfuse-js, langfuse-python | @1password/sdk (JS), onepassword (Python), onepassword-sdk-go |
| REST | Langfuse REST API | Connect Server API, Events API, SCIM Bridge |
| MCP | Langfuse MCP Server | — |
| OTHER | Langfuse Dashboard, OpenTelemetry endpoint | 1Password Apps, 1Password.com, Browser Extension |
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