Weaviate vs Penpot
Open-source vector DB with hybrid search + modular embeddings
vs. Open-source design + prototyping platform — Figma alternative, self-hostable
Pricing tiers
Weaviate
Sandbox (14-day trial)
14-day free trial. Shared cloud cluster. 250 Query Agent req/month.
$0 base (usage-based)
Self-Hosted (OSS)
BSD-3 licensed. Run free on your infra.
$0 base (usage-based)
Flex
From $45/mo pay-as-you-go. Shared HA cluster. 99.5% uptime. 30k Query Agent reqs/mo.
$45/mo
Premium
From $400/mo prepaid. Shared or dedicated. 99.95% uptime. SSO/SAML. Unlimited Query Agent. HIPAA on AWS.
$400/mo
Enterprise
Custom. BYOC / private deployment.
Custom
Penpot
Free (Cloud)
$0. Unlimited files, unlimited projects, unlimited users. Full feature set.
Free
Self-Hosted (OSS)
Free forever. MPL 2.0 license. Docker Compose deploy. Full feature parity with cloud.
$0 base (usage-based)
Enterprise
Custom. Self-hosted support contract, SLA, training.
Custom
Free-tier quotas head-to-head
Comparing sandbox on Weaviate vs free on Penpot.
| Metric | Weaviate | Penpot |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Weaviate · 13 features
- Backups — S3, GCS, Azure Blob backup destinations.
- BYOC — Run managed Weaviate in your own cloud account.
- Compression (PQ/BQ/RQ) — Reduce vector memory footprint by up to 32x.
- Dynamic Indexing — HNSW + flat + dynamic index selection.
- Generative Search — Search + RAG answers in one API call.
- Hybrid Search — Combine BM25 + dense vector search in one query.
- Modular Vectorizers — 60+ plug-in vectorizers + generative AI modules.
- Multi-Tenancy — Per-tenant isolated vector stores in one cluster.
- Query Agent (AI) — Agentic natural-language query generator.
- RBAC — Role-based access control for collections + tenants.
- Replication — Multi-node async + sync replication.
- Self-Host (OSS) — BSD-3 licensed. Docker + k8s Helm.
- Structured Filters — Metadata filters pre + post vector search.
Penpot · 16 features
- Accessibility Checks — Contrast + color blindness.
- Animations — Transitions + effects.
- Auto Layout — Responsive components.
- Comments — In-file discussion.
- Components + Variants — Reusable elements.
- Design Canvas — Vector drawing + layout.
- Design Tokens (W3C) — Named design variables.
- Figma File Import — Migrate from Figma.
- Flex + Grid Layout — Layout constraints.
- Inspector + Code Export — CSS/HTML/React/Flutter code.
- Native SVG — Not a proprietary blob.
- Plugins API — Extend Penpot.
- Prototyping — Interactive flows.
- Self-Host (MPL-2.0) — Docker deploy.
- Shared Libraries — Team asset libraries.
- Version History — File revisions.
Developer interfaces
| Kind | Weaviate | Penpot |
|---|---|---|
| SDK | weaviate-client, weaviate-go-client, weaviate-java-client, weaviate-ts-client | Penpot Plugins API |
| REST | Weaviate REST API | — |
| GRAPHQL | Weaviate GraphQL | — |
| MCP | Weaviate MCP | — |
| OTHER | Weaviate gRPC | Desktop App, Export + Inspect, Penpot Web, Self-Host (Docker) |
Staxly is an independent catalog of developer platforms. Some links to Weaviate and Penpot 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.
Want this comparison in your AI agent's context? Install the free Staxly MCP server.