Langfuse vs Strapi

Langfuse

Strapi

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.

Strapi · 16 features

• Audit Logs (EE) — Track every admin action.
• Components — Reusable field groups shared across content types.
• Content Types Builder — Visual schema builder — fields, relations, components, dynamic zones.
• Custom Fields — Plugin-based custom field types (color picker, markdown, etc.).
• Draft & Publish — Two-phase publishing workflow.
• Dynamic Zones — Flexible page builder — authors pick components to add.
• GraphQL API (plugin) — Optional GraphQL layer via official plugin.
• Internationalization — Multi-locale content out of the box.
• Media Library — Upload + organize media. Providers: local, S3, Cloudinary, DO Spaces.
• Releases (EE) — Bundle content changes and publish atomically.
• REST API (auto-gen) — Auto-generated REST endpoints per content type. Full CRUD + filters.
• Review Workflows (EE) — Approval-based content workflows.
• Role-Based Access Control — Per-role permissions at content type + field level.
• SSO / SAML (EE) — Enterprise identity for admin users.
• Strapi Cloud — Fully-managed hosting of Strapi instances.
• Webhooks — Built-in webhooks on content lifecycle events.