DigitalOcean vs Langfuse
The developer cloud — Droplets, Kubernetes, Managed DBs, App Platform
vs. Open-source LLM engineering platform — observability, prompts, evals
Pricing tiers
DigitalOcean
Functions (Serverless)
Free 90k GB-sec/month. $0.0000185 per GB-sec after.
$0 base (usage-based)
App Platform — Free
Static sites free forever. 3 static sites per account.
Free
Droplet — Basic 512MB
Shared CPU, 512 MB RAM, 10 GB SSD, 500 GiB transfer. Cheapest starting tier.
$4/mo
Spaces Object Storage
$5/month — 250 GB storage + 1 TB outbound. S3-compatible.
$5/mo
App Platform — Basic
$5/month per app. 512 MB RAM, 1 vCPU, 1 GB bandwidth.
$5/mo
Droplet — Basic 1GB
Shared CPU, 1 GB RAM, 25 GB SSD.
$6/mo
Kubernetes (DOKS)
Starts at $12/month (1 node). Control plane free.
$12/mo
Droplet — Basic 2GB
1 vCPU, 2 GB RAM, 50 GB SSD, 2 TB transfer.
$12/mo
Load Balancer
$12/month. Supports HTTP/3 + Let's Encrypt.
$12/mo
Managed Postgres — Basic
1 GB RAM, 1 vCPU, 10 GB SSD. Single node.
$15/mo
Droplet — CPU Optimized
2 vCPU, 4 GB RAM dedicated. Best for CPU-bound workloads.
$42/mo
Enterprise
Custom. Volume discounts, dedicated support.
Custom
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
Free-tier quotas head-to-head
Comparing functions on DigitalOcean vs hobby on Langfuse.
| Metric | DigitalOcean | Langfuse |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
DigitalOcean · 14 features
- App Platform — Heroku-style PaaS. Deploy from Git. Auto-HTTPS, auto-scale, zero-downtime deploy…
- Backups — Weekly automated backups (20% of Droplet cost). Manual snapshots.
- Block Storage Volumes — SSD block storage attachable to Droplets. Snapshot support.
- DigitalOcean GenAI Platform — Managed AI agents, model-as-a-service (Llama, Mistral), knowledge bases.
- DNS — Free DNS hosting for your domains.
- DOKS (Kubernetes) — Managed Kubernetes. Free control plane. Node auto-repair.
- Droplets — Virtual machines with shared or dedicated CPU. 20+ one-click Marketplace images.
- Functions — Serverless functions. Node, Python, Go, PHP, Ruby. Pay-per-execution.
- Load Balancers — Layer 4/7 load balancing with HTTP/3 + Let's Encrypt.
- Managed Databases — Postgres, MySQL, MongoDB, Redis, Kafka, OpenSearch, Valkey. Automated backups + …
- Marketplace — 300+ one-click Droplet + Kubernetes apps.
- Monitoring — Built-in metrics + alerts for Droplets, DBs, Load Balancers.
- Spaces — S3-compatible object storage with built-in CDN.
- VPC — Private networking. Free. Automatic default VPC per region.
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.
Developer interfaces
| Kind | DigitalOcean | Langfuse |
|---|---|---|
| CLI | doctl CLI | — |
| SDK | godo (Go), pydo (official py), python-digitalocean | langfuse-js, langfuse-python |
| REST | DigitalOcean REST API | Langfuse REST API |
| MCP | DigitalOcean MCP | Langfuse MCP Server |
| OTHER | — | Langfuse Dashboard, OpenTelemetry endpoint |
Staxly is an independent catalog of developer platforms. Outbound links to DigitalOcean and Langfuse are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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