Langfuse vs Claude Code
Open-source LLM engineering platform — observability, prompts, evals
vs. Anthropic's terminal-native coding agent — built for deep codebase work
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
Claude Code
API (pay-per-token)
Pay-per-token via Anthropic API. Sonnet: $3/$15 per 1M in/out. Opus: $15/$75. Best for heavy/team use.
$0 base (usage-based)
Claude Pro
$20/mo. Includes limited Claude Code usage via subscription (Sonnet). Heaviest users will hit caps.
$20/mo
Claude Team
$30/user/mo. Shared workspace, admin controls, priority support.
$30/mo
Claude Max
$200/mo. Higher Claude Code quotas + priority access to Opus.
$200/mo
Enterprise
Custom. SSO, audit logs, SOC 2, dedicated support, HIPAA-eligible.
Custom
Free-tier quotas head-to-head
Comparing hobby on Langfuse vs api-pay-per-use on Claude Code.
| Metric | Langfuse | Claude Code |
|---|---|---|
| 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.
Claude Code · 16 features
- Background Tasks — Long-running processes.
- Claude Agent SDK — Build custom agents on same primitives.
- claude CLI — Terminal command.
- Git Worktrees — Isolated worktree per session.
- Hooks — Lifecycle shell commands.
- IDE Extensions — VS Code + JetBrains + Zed.
- MCP Client — Connect any MCP server.
- Memory (CLAUDE.md) — Persistent per-project instructions.
- Native Tools — Bash, Read, Write, Edit, Grep, Glob, WebFetch.
- Plan Mode — Dry-run — Claude shows plan without executing.
- Prompt Caching — 90% discount on repeated context.
- Sandbox Modes — Safe execution of risky commands.
- Slash Commands — User-defined workflows.
- Task Tool (subagents) — Spawn parallel Claude subagents.
- TodoWrite Tool — Internal task tracking.
- WebSearch + WebFetch — Live internet access.
Developer interfaces
| Kind | Langfuse | Claude Code |
|---|---|---|
| CLI | — | claude CLI |
| SDK | langfuse-js, langfuse-python | Claude Agent SDK |
| REST | Langfuse REST API | — |
| MCP | Langfuse MCP Server | MCP Client (built-in) |
| OTHER | Langfuse Dashboard, OpenTelemetry endpoint | Claude Code Web, GitHub/PR Bridge, Hooks System, JetBrains Plugin, Slash Commands, VS Code Extension |
Staxly is an independent catalog of developer platforms. Some links to Langfuse and Claude Code may be affiliate links — Staxly may earn a commission if you sign up through them, at no extra cost to you. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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