Staxly

Chroma vs DigitalOcean

Open-source vector DB designed for AI apps — embeddings-first, dev-friendly
vs. The developer cloud — Droplets, Kubernetes, Managed DBs, App Platform

Chroma website ↗DigitalOcean website ↗

Pricing tiers

Chroma

Cloud — Free
$5 free credits. Great for trying it out.
Free
Cloud — Pro
$100 credits included, then usage-based. Dedicated resources, SOC2, priority support.
$0 base (usage-based)
Self-Host (OSS)
MIT-licensed. Embedded or Docker. Free forever.
$0 base (usage-based)
Cloud — Enterprise
Custom. VPC, compliance, dedicated support.
Custom
Chroma website ↗

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
DigitalOcean website ↗

Free-tier quotas head-to-head

Comparing cloud-free on Chroma vs functions on DigitalOcean.

MetricChromaDigitalOcean
No overlapping quota metrics for these tiers.

Features

Chroma · 11 features

  • Client-Server Mode — Run Chroma via Docker; clients connect over HTTP.
  • Collections — Named groups of embeddings + metadata.
  • Distributed (Cloud) — Horizontal scaling on Chroma Cloud.
  • Embedded Mode — In-process Python — chromadb.Client() and go. Zero setup.
  • Embedding Functions — Plug-in embedders (OpenAI, Cohere, SentenceTransformers, HF).
  • Full-Text Search — BM25 + vector hybrid.
  • Metadata Filters — Where-clause query language.
  • Migration Tools — Import from Pinecone + other stores.
  • Multi-Modal — Text + image embeddings (CLIP, etc.).
  • Python + JS APIs — Same API shape across both SDKs.
  • Serverless Cloud — Pay for storage + queries, auto-scale.

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.

Developer interfaces

KindChromaDigitalOcean
CLI—doctl CLI
SDKchromadb (JS/TS), chromadb (Python)godo (Go), pydo (official py), python-digitalocean
RESTChroma HTTP APIDigitalOcean REST API
MCPChroma MCPDigitalOcean MCP
OTHERDocker Server, Embedded Mode (in-process Python)—
Staxly is an independent catalog of developer platforms. Outbound links to Chroma and DigitalOcean are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.

Want this comparison in your AI agent's context? Install the free Staxly MCP server.