Scrapfly 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 | Scrapfly | Weaviate |
|---|---|---|
| Developer / Organization | Scrapfly SAS | Weaviate B.V. (Bob van Luijt & Etienne Dilocker) |
| Open-Source Engine | ✕ Proprietary Cloud | ✓ Open Source (Public) |
| GitHub Stars (Repo/SDK) | Proprietary / Closed Core | ★ 16,910 GitHub Stars |
| Core Repository Language | Cloud API | Go |
| Supported SDK Clients | ||
| Self-Hosted Deployment | Hosted Only | ✓ Supported |
| Docker / Container Ready | Managed | ✓ Official Image |
| Model Context Protocol (MCP) | ✓ Native MCP | ✓ Native MCP |
| Billing Architecture | usage based | hybrid |
| Developer Free Tier | ✓ Yes 1,000 free API credits | ✓ Yes 14-day free sandbox on WCD + unlimited self-hosted |
| Entry Paid Tier (Monthly) | $30 USD / mo | $25 USD / mo |
| Pricing & Cost Architecture | Free trial provides 1,000 initial API credits. Discovery plan starts at $30/mo for 200,000 API credits (basic request = 1 credit; JS rendering + residential proxy = 5-25 credits). | 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 | Uses custom-patched Chromium instances to mimic real residential JA3/TLS browser fingerprints, bypassing Cloudflare Turnstile and DataDome automatically. | 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
Scrapfly Evaluation
Key Advantages
- ✓ Advanced Anti-Scraping Protection (ASP) with automated residential proxy rotation and CAPTCHA solving
- ✓ Direct markdown format extraction parameter (&format=markdown) built specifically for LLM ingestion
- ✓ Full JavaScript rendering engine supporting custom pre-scrape evaluate scripts and scroll triggers
Limitations & Trade-Offs
- ✕ Advanced proxy and headless browser features consume between 5 and 25 API credits per request
- ✕ Strictly cloud-hosted API; no on-premise Docker deployment option
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
Scrapfly Documentation Proof
"Discovery plan starts at $30/mo with 200,000 API credits and unlimited concurrency."
"Free trial includes 1,000 credits to test all features and proxy networks."
"Fully managed cloud infrastructure; integrations available via SDKs and REST."
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: Scrapfly vs Weaviate
Architectural trade-offs and decision criteria
Is Scrapfly or Weaviate cheaper for developers?
Scrapfly has a starting price of $30/mo (usage based), while Weaviate starts at $25/mo (hybrid). Scrapfly includes a free tier (1,000 free API credits). Weaviate offers a free tier (14-day free sandbox on WCD + unlimited self-hosted).
Can I self-host Scrapfly and Weaviate in my own infrastructure?
Scrapfly is a cloud-managed service only. In comparison, Weaviate is available for self-hosting with open source licensing.
Do Scrapfly and Weaviate support the Model Context Protocol (MCP)?
Scrapfly has native support for MCP servers. Weaviate fully supports Model Context Protocol integrations.
Which programming languages have official SDKs for Scrapfly vs Weaviate?
Scrapfly provides official SDKs in: python, typescript, go, curl. Meanwhile, Weaviate supports: python, typescript, go, java.