Mintlify vs Qdrant
Beautiful docs + AI search — used by Anthropic, Cursor, Perplexity
vs. Rust-based vector DB — high performance, OSS, managed cloud
Pricing tiers
Mintlify
Hobby
$0. 1 editor. Unlimited pages. Mintlify subdomain. Community support.
Free
Pro
$150/mo. Custom domain, analytics, versioning, 10 editors. Commercial use.
$150/mo
Growth
$550/mo. API playground, OpenAPI, 25 editors, advanced analytics, SSO.
$550/mo
Enterprise
Custom. Dedicated support, HIPAA, SAML, custom integrations, large teams.
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 hobby on Mintlify vs free on Qdrant.
| Metric | Mintlify | Qdrant |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Mintlify · 15 features
- AI Chat — User-facing AI assistant trained on your docs.
- AI Search — Semantic search across docs.
- Analytics — Page views, search queries, CTR.
- API Playground — Try API endpoints from docs (OpenAPI).
- Custom Domain — docs.yourco.com.
- Custom Theming — Logo, colors, fonts, branding.
- Git Sync — Build on push to GitHub/GitLab.
- i18n — Multi-language docs.
- MDX — Markdown + React components.
- Multi-version Docs — Support /v1, /v2, /v3 side-by-side.
- OpenAPI Generation — Auto-generate docs from spec.
- Pre-built Components — Cards, Callouts, Tabs, CodeGroups, Accordions.
- SEO Optimized — SSR + structured data.
- SSO — SAML + OIDC (Growth+).
- Syntax Highlighting — Shiki-based, 100+ languages.
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 | Mintlify | Qdrant |
|---|---|---|
| CLI | mintlify CLI | — |
| SDK | — | go-client, java-client, qdrant-client (py), qdrant-client (rust), qdrant-dotnet, @qdrant/js-client-rest |
| REST | — | Qdrant REST API |
| MCP | — | Qdrant MCP |
| OTHER | AI Chat Widget, Analytics Dashboard, API Playground, MDX + mint.json, Mintlify Dashboard | Qdrant gRPC |
Staxly is an independent catalog of developer platforms. Some links to Mintlify and Qdrant 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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