Chroma vs Lovable
Open-source vector DB designed for AI apps — embeddings-first, dev-friendly
vs. AI app builder with shared team workspace — unlimited users per plan
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
Lovable
Free
Limited features baseline. Try out and build small demos.
Free
Pro
$25/month (shared across unlimited users). 100 credits/mo + 5 daily (up to 150/mo). Custom domains, remove Lovable badge, user roles.
$25/mo
Business
$50/month (shared). Everything in Pro + Internal publish, SSO, Team workspace, personal projects, design templates, security center.
$50/mo
Enterprise
Custom (platform fee by company size). Covers all employees. Volume credits, dedicated support, onboarding, SCIM, audit logs.
Custom
Free-tier quotas head-to-head
Comparing cloud-free on Chroma vs free on Lovable.
| Metric | Chroma | Lovable |
|---|---|---|
| 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.
Lovable · 16 features
- Connect External APIs — Chat: "connect OpenAI API" → done.
- Custom Domains — Publish at yourbrand.com.
- Design Templates — Pre-made design systems (Business tier).
- GitHub 2-way Sync — Commit from Lovable or edit in repo — reflects both ways.
- Image/Sketch to UI — Upload screenshot → get matching UI.
- Internal Publish — Deploy internally only (Business tier).
- Live Preview — See the app live while iterating.
- Prompt-to-App — Natural language → running React app.
- Remove Lovable Badge — White-label output — no Lovable branding.
- SCIM Provisioning (Ent) — Directory sync.
- Security Center — Audit + permissions console (Business+).
- Stripe Integration — Built-in Stripe payments setup.
- Supabase Native — First-class Supabase auth + DB integration.
- Team Workspace — Shared projects + roles.
- User Roles — Role-based access control.
- Visual Edit — Click element → describe change.
Developer interfaces
| Kind | Chroma | Lovable |
|---|---|---|
| SDK | chromadb (JS/TS), chromadb (Python) | — |
| REST | Chroma HTTP API | Lovable API (preview) |
| MCP | Chroma MCP | — |
| OTHER | Docker Server, Embedded Mode (in-process Python) | GitHub 2-way sync, Lovable Web App, Supabase Native |
Staxly is an independent catalog of developer platforms. Outbound links to Chroma and Lovable are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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