cross stack 100% Deterministic Spec Audit

Apify vs Fly Machines

Comparing architecture, runtime limits, open-source licenses, and monthly costs for autonomous agent pipelines.

Apify

Apify Technologies (Jan Čurn & Jakub Balada)

Fly Machines

Fly.io Inc. (Kurt Mackey & Team)

Detailed Specifications & Compatibility Matrix

Extracted directly from GitHub REST API & official developer documentation

Technical Feature / Metric Apify Fly Machines
Developer / Organization Apify Technologies (Jan Čurn & Jakub Balada) Fly.io Inc. (Kurt Mackey & Team)
Open-Source Engine ✓ Open Source (Apache-2.0) ✓ Open Source (Apache-2.0)
GitHub Stars (Repo/SDK) ★ 26,265 GitHub Stars ★ 1,719 GitHub Stars
Core Repository Language TypeScript Go
Supported SDK Clients
pythontypescriptjavascriptcurl
gocurlpython
Self-Hosted Deployment ✓ Supported Hosted Only
Docker / Container Ready ✓ Official Image ✓ Official Image
Model Context Protocol (MCP) ✓ Native MCP Standard REST/gRPC
Billing Architecture usage based usage based
Developer Free Tier
✓ Yes

$5 free platform credits / mo

✓ Yes

3 shared-cpu-1x microVMs allowance

Entry Paid Tier (Monthly) $49 USD / mo $1.94 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). Pay-as-you-go billed per second: shared CPU microVMs start at ~$0.0000022/second (~$1.94/month if running 24/7). Stopped machines pay only for attached NVMe disk storage ($0.15/GB/mo).
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. Operates custom bare-metal servers across 35+ global edge datacenters, booting Linux kernels directly on KVM without container orchestration overhead.

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

Fly Machines Evaluation

Key Advantages

  • ✓ Sub-300ms boot times for custom Docker images running in 35+ global edge data centers close to end users
  • ✓ Full persistent NVMe volume support with customizable memory/vCPU ratios per individual machine instance
  • ✓ Fast REST API allowing agents to dynamically spawn, pause, snapshot, and destroy microVMs programmatically

Limitations & Trade-Offs

  • ✕ Requires managing base Linux Docker images, security firewall configurations, and internal WireGuard routing
  • ✕ Lacks a specialized high-level code execution SDK out of the box (requires building custom API wrappers)

Source Quotes

Direct excerpts from official documentation backing our extracted specifications

Apify Documentation Proof

PRICING:

"Starter plan at $49/month includes $49 usage and pay-as-you-go scaling at $0.40 per Compute Unit."

FREE_TIER:

"Free tier includes $5 monthly platform credits renew each month."

SELF_HOSTED:

"Crawlee library is 100% open source and self-hostable with Docker."

Fly Machines Documentation Proof

PRICING:

"Shared CPU instances start at $0.0000022/second (~$1.94/mo)."

FREE_TIER:

"Free resource allowances include up to 3 shared-cpu-1x microVMs."

SELF_HOSTED:

"Global microVM platform running on Fly.io bare metal hardware."

Frequently Asked Questions: Apify vs Fly Machines

Architectural trade-offs and decision criteria

Is Apify or Fly Machines cheaper for developers?

Apify has a starting price of $49/mo (usage based), while Fly Machines starts at $1.94/mo (usage based). Apify includes a free tier ($5 free platform credits / mo). Fly Machines offers a free tier (3 shared-cpu-1x microVMs allowance).

Can I self-host Apify and Fly Machines in my own infrastructure?

Apify is self-hostable under the Apache-2.0 license. In comparison, Fly Machines is proprietary cloud infrastructure.

Do Apify and Fly Machines support the Model Context Protocol (MCP)?

Apify has native support for MCP servers. Fly Machines does not advertise built-in MCP protocol bindings.

Which programming languages have official SDKs for Apify vs Fly Machines?

Apify provides official SDKs in: python, typescript, javascript, curl. Meanwhile, Fly Machines supports: go, curl, python.