Lovable vs Qdrant
AI app builder with shared team workspace — unlimited users per plan
vs. Rust-based vector DB — high performance, OSS, managed cloud
Pricing tiers
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
Qdrant
Free Forever
Single-node 0.5 vCPU / 1 GB RAM / 4 GB disk. Free cloud inference models.
Free
Standard
Usage-based. Dedicated resources, flexible scaling. 99.5% SLA. Backups + DR. Free inference tokens.
$0 base (usage-based)
Self-Host (OSS)
Apache 2.0 licensed. Run for free.
$0 base (usage-based)
Hybrid Cloud (BYOC)
Run managed cluster on your infra. Data stays in your network.
Custom
Premium
Min spend required. SSO + private VPC links. 99.9% SLA. 24x7 enterprise support.
Custom
Private Cloud
Dedicated + isolated. Custom SLA. Large enterprise.
Custom
Free-tier quotas head-to-head
Comparing free on Lovable vs free on Qdrant.
| Metric | Lovable | Qdrant |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
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.
Qdrant · 13 features
- BYOC (Hybrid Cloud) — Managed Qdrant in your cloud account.
- Cloud Inference — Hosted embedding models for free tokens.
- Cluster Monitoring — Prometheus metrics + health.
- Collections — Typed collections with named vectors + payload schema.
- Distributed — Horizontal sharding + Raft replication.
- Hybrid Search — Sparse + dense + keyword in one query.
- Multi-Vector — Multiple vectors per point (text + image, etc.).
- Open Source — Apache 2.0 licensed.
- Payload Filters — Rich filter DSL with indexed fields.
- Quantization — Scalar + product + binary for memory reduction.
- RBAC — API-key scopes + roles.
- Snapshots + Restore — Backup + DR primitives.
- Sparse Vectors — BM25 + SPLADE sparse embeddings natively.
Developer interfaces
| Kind | Lovable | Qdrant |
|---|---|---|
| SDK | — | go-client, java-client, qdrant-client (py), qdrant-client (rust), qdrant-dotnet, @qdrant/js-client-rest |
| REST | Lovable API (preview) | Qdrant REST API |
| MCP | — | Qdrant MCP |
| OTHER | GitHub 2-way sync, Lovable Web App, Supabase Native | Qdrant gRPC |
Staxly is an independent catalog of developer platforms. Outbound links to Lovable and Qdrant 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.