Apify vs Weaviate
Comparing architecture, runtime limits, open-source licenses, and monthly costs for autonomous agent pipelines.
Detailed Specifications & Compatibility Matrix
Extracted directly from GitHub REST API & official developer documentation
| Technical Feature / Metric | Apify | Weaviate |
|---|---|---|
| Developer / Organization | Apify Technologies (Jan Čurn & Jakub Balada) | Weaviate B.V. (Bob van Luijt & Etienne Dilocker) |
| Open-Source Engine | ✓ Open Source (Apache-2.0) | ✓ Open Source (Public) |
| GitHub Stars (Repo/SDK) | ★ 26,265 GitHub Stars | ★ 16,910 GitHub Stars |
| Core Repository Language | TypeScript | Go |
| Supported SDK Clients | ||
| Self-Hosted Deployment | ✓ Supported | ✓ Supported |
| Docker / Container Ready | ✓ Official Image | ✓ Official Image |
| Model Context Protocol (MCP) | ✓ Native MCP | ✓ Native MCP |
| Billing Architecture | usage based | hybrid |
| Developer Free Tier | ✓ Yes $5 free platform credits / mo | ✓ Yes 14-day free sandbox on WCD + unlimited self-hosted |
| Entry Paid Tier (Monthly) | $49 USD / mo | $25 USD / mo |
| Pricing & Cost Architecture | Free tier includes $5/mo in platform credits (~12 compute units). Starter plan is $49/mo ($49 prepaid usage) at $0.40 per Compute Unit (1 CU = 1GB RAM for 1 hour). | Core engine is 100% free under BSD-3-Clause. Weaviate Cloud (WCD) provides a 14-day free sandbox, with serverless consumption tiers starting at $0.05 per 1,000 queries. |
| Key Engineering Insight | Maintains Crawlee, one of the most popular open-source scraping libraries, and hosts a marketplace of over 2,000 ready-made cloud Actors for LLM data ingestion. | Pioneered native Hybrid Search in vector databases, allowing developers to mathematically merge sparse BM25 keyword matching with dense HNSW vector similarity in one call. |
Strengths & Trade-Offs
Objective engineering evaluation of both platforms
Apify Evaluation
Key Advantages
- ✓ Hosts over 2,000 pre-built scraping and automation Actors for major web services and marketplaces
- ✓ Maintains Crawlee, the gold-standard open-source scraping library with automated proxy management and fingerprinting
- ✓ Official Model Context Protocol (MCP) server support and official SDKs for Python and JavaScript
Limitations & Trade-Offs
- ✕ Pricing based on Compute Units (CUs) can become complex to project across large multi-actor agent workflows
- ✕ Free tier $5 credit allowance is shared across storage, data transfer, and actor compute
Weaviate Evaluation
Key Advantages
- ✓ Native Hybrid Search seamlessly merging sparse BM25 keyword scoring with dense vector cosine distance
- ✓ Modular architecture supporting direct vectorization with OpenAI, Cohere, HuggingFace, and local Ollama models
- ✓ Rich GraphQL and RESTful APIs with flexible schema definitions and built-in multi-tenancy support
Limitations & Trade-Offs
- ✕ Higher baseline RAM utilization due to concurrently maintaining inverted text indexes and vector graphs
- ✕ Configuring external vectorizer microservice containers adds operational moving parts when self-hosting
Source Quotes
Direct excerpts from official documentation backing our extracted specifications
Apify Documentation Proof
"Starter plan at $49/month includes $49 usage and pay-as-you-go scaling at $0.40 per Compute Unit."
"Free tier includes $5 monthly platform credits renew each month."
"Crawlee library is 100% open source and self-hostable with Docker."
Weaviate Documentation Proof
"Serverless Weaviate Cloud starts at $0.05 per 1,000 queries."
"14-day sandbox provided for experimentation on Weaviate Cloud."
"Free and open source under BSD-3 license with Docker Compose support."
Frequently Asked Questions: Apify vs Weaviate
Architectural trade-offs and decision criteria
Is Apify or Weaviate cheaper for developers?
Apify has a starting price of $49/mo (usage based), while Weaviate starts at $25/mo (hybrid). Apify includes a free tier ($5 free platform credits / mo). Weaviate offers a free tier (14-day free sandbox on WCD + unlimited self-hosted).
Can I self-host Apify and Weaviate in my own infrastructure?
Apify is self-hostable under the Apache-2.0 license. In comparison, Weaviate is available for self-hosting with open source licensing.
Do Apify and Weaviate support the Model Context Protocol (MCP)?
Apify has native support for MCP servers. Weaviate fully supports Model Context Protocol integrations.
Which programming languages have official SDKs for Apify vs Weaviate?
Apify provides official SDKs in: python, typescript, javascript, curl. Meanwhile, Weaviate supports: python, typescript, go, java.