Apify vs Cloudflare Vectorize
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 | Cloudflare Vectorize |
|---|---|---|
| Developer / Organization | Apify Technologies (Jan Čurn & Jakub Balada) | Cloudflare Inc. |
| Open-Source Engine | ✓ Open Source (Apache-2.0) | ✓ Open Source (Apache-2.0) |
| GitHub Stars (Repo/SDK) | ★ 26,265 GitHub Stars | ★ 4,660 GitHub Stars |
| Core Repository Language | TypeScript | TypeScript |
| Supported SDK Clients | ||
| Self-Hosted Deployment | ✓ Supported | Hosted Only |
| Docker / Container Ready | ✓ Official Image | Managed |
| Model Context Protocol (MCP) | ✓ Native MCP | ✓ Native MCP |
| Billing Architecture | usage based | usage based |
| Developer Free Tier | ✓ Yes $5 free platform credits / mo | ✓ Yes 30M queried dimensions + 5M stored dimensions / mo |
| Entry Paid Tier (Monthly) | $49 USD / mo | $5 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). | Free tier includes 30 million queried vector dimensions and 5 million stored vector dimensions per month. Paid Workers plan ($5/mo base) bills $0.01 per 1M queried dimensions. |
| 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. | Runs directly on Cloudflare's 300+ global edge data centers alongside Workers AI, eliminating cross-cloud network roundtrips during RAG retrieval. |
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
Cloudflare Vectorize Evaluation
Key Advantages
- ✓ Zero cold-start edge execution: queries execute within milliseconds in 300+ global data centers
- ✓ Co-located with Workers AI: run embeddings and vector lookups within the same edge runtime
- ✓ Generous free tier allowing millions of dimensional queries every month at zero cost
Limitations & Trade-Offs
- ✕ Maximum index size of 5 million vectors per index on standard plans (designed for distributed edge retrieval)
- ✕ Requires building within or interfacing through the Cloudflare Workers ecosystem
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."
Cloudflare Vectorize Documentation Proof
"Workers Paid plan starts at $5/month and charges $0.01 per million queried vector dimensions."
"Free tier includes 30 million queried dimensions and 5 million stored dimensions each month."
"Serverless cloud service natively integrated into the Cloudflare global network."
Frequently Asked Questions: Apify vs Cloudflare Vectorize
Architectural trade-offs and decision criteria
Is Apify or Cloudflare Vectorize cheaper for developers?
Apify has a starting price of $49/mo (usage based), while Cloudflare Vectorize starts at $5/mo (usage based). Apify includes a free tier ($5 free platform credits / mo). Cloudflare Vectorize offers a free tier (30M queried dimensions + 5M stored dimensions / mo).
Can I self-host Apify and Cloudflare Vectorize in my own infrastructure?
Apify is self-hostable under the Apache-2.0 license. In comparison, Cloudflare Vectorize is proprietary cloud infrastructure.
Do Apify and Cloudflare Vectorize support the Model Context Protocol (MCP)?
Apify has native support for MCP servers. Cloudflare Vectorize fully supports Model Context Protocol integrations.
Which programming languages have official SDKs for Apify vs Cloudflare Vectorize?
Apify provides official SDKs in: python, typescript, javascript, curl. Meanwhile, Cloudflare Vectorize supports: typescript, javascript, python, curl.