Home / Comparisons / FlyCrawl vs Apify
📊 HONEST TECHNICAL COMPARISON

FlyCrawl flycrawl.net vs Apify apify.com:
Purpose-Built AI Web Data API vs General Scraping Marketplace

Apify is a massive, flexible ecosystem of containerized web actors for general-purpose web automation and social media scraping. But when engineering modern RAG pipelines or AI agent web access, developers often struggle with unpredictable compute unit billing, complex actor orchestration, and raw uncleaned HTML. Here is how FlyCrawl delivers a razor-focused, sub-second API specifically designed for LLMs.

FlyCrawl Logo
FlyCrawl
flycrawl.net
PURPOSE-BUILT FOR AI

Ultra-fast compiled extraction engine producing pure, LLM-ready Fit-Markdown & embeddings in a single API call.

  • ✅ Deterministic Page Billing: 1 Page = 1 Credit ($0.40 – $0.97 per 1k monthly, $0.43 – $1.03 rollover, or $2.40 – $5.00 in micro packs). Zero surprise compute bills.
  • ✅ Fast Synchronous Latency: Direct HTTP extraction without waiting for container boot times.
  • ✅ Native 1536 & 3072-dim Embeddings: Built-in vector generation without third-party API dependencies.
  • ✅ Native Cursor & Claude MCP: Connects directly to AI coding environments via official JSON-RPC endpoint.
  • ✅ Zero Charge on Failure: Zero credits charged if a target page fails or blocks.
  • ✅ Multi-Currency Billing: Cards, Invoices, and Crypto (USDT, TON, BTC, ETH).
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Apify
apify.com
MARKETPLACE

Comprehensive marketplace of thousands of community and official web scraping actors running on cloud containers.

  • ⚠️ Compute Unit Pricing: Billed by RAM/CPU runtime ($49/mo Starter + overages). Unpredictable for variable workloads.
  • ⚠️ Container Cold Starts: Actors take seconds to boot before beginning extraction.
  • ⚠️ Raw JSON Datasets: Requires manual post-processing to convert HTML to LLM-ready markdown.
  • ⚠️ No Native Vector Embeddings: Requires running separate embedding actors or external OpenAI calls.
  • ⚠️ Charged for Running Time: Compute units are consumed even when target sites timeout or fail.
  • ⚠️ Credit Card Only (Stripe): Requires credit cards and standard KYC onboarding.

Feature Matrix: FlyCrawl vs. Apify

Capability / Metric
FlyCrawl flycrawl.net
Apify apify.com
Primary Target Architecture ✅ AI, RAG & LLM Data Ingestion General Web Scraping & Social Media Automation
Output Content Quality ✅ Fit-Markdown (Isolated semantic content) + YAML Raw JSON / HTML datasets (requires cleaning)
Pricing Model (Verified Feb 2026) ✅ Simple Page Credits ($0.40 – $0.97 / 1k Monthly, $0.43 – $1.03 Rollover, or $2.40 – $5.00 / 1k Micro Packs) Compute Units ($49/mo minimum + RAM consumption)
Pre-built Actor Marketplace Focused generic Web-to-Markdown & RAG API ✅ 2,000+ Pre-built Actors (Social, Maps, E-commerce)
Latency & Processing Model ✅ Direct synchronous HTTP scraping Asynchronous queue scheduling + container boot
Direct Vector DB Pipeline ✅ Built-in 1536 & 3072-dim embeddings ready for Pinecone/Qdrant Requires external embedding pipeline or extra paid actor
Native MCP Server Protocol ✅ Official /api/v1/mcp endpoint (Cursor, Claude Desktop, Windsurf) Community actor wrappers
Failed Request Deductions ✅ 0 Credits Deducted on Blocked / Failed Pages Compute units consumed during runtime regardless of error
Payment Methods ✅ Cards, Invoices & Crypto (USDT, TON, BTC, ETH) Credit Card Only (Stripe, standard KYC)
ℹ️ * Transparency Note: All Apify references and pricing snapshots are based on publicly available documentation as of February 2026. Apify is a registered trademark of Apify Technologies s.r.o.
Apify Pricing Page ↗ • Report an inaccuracy

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