Dedalus Labs vs Spider Cloud

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionDedalus LabsSpider Cloud
PricingFree tier with $5.39/mo; pay $0.00000027/GHz/sec; zero-cost idleFree tier 1000 pages; paid from $12/mo (100k pages) to $120/mo (2M pages)
Primary Use CaseStateful, persistent Linux VMs for AI agents (code execution, browser automation)Web scraping/crawling API for AI agents and RAG pipelines
Compute ModelFull VM with root access, persistent filesystem, GPU support
Data ExtractionStructured output (Markdown, JSON, CSV, etc.), AI extraction, captcha solving
Key Feature<250ms boot via snapshot restore; never cold start; per-second billing
Key FeatureRust engine; Browser AI commands (Act, Extract, Observe); 1000+ scraper examples

For AI agents that need persistent, stateful compute with zero cold start, choose Dedalus Labs. For agents that need fast, reliable web data extraction, choose Spider Cloud. Both have free tiers and complement each other.

Dedalus Labs
Dedalus Labs

Full Linux VMs in <50ms for AI agents — persistent, idle-free, pay-per-active-second.

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Spider Cloud
Spider Cloud

AI web scraping API that turns any site into markdown or JSON for AI agents, pay-as-you-go or flat-rate.

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Pricing
Freemium
Freemium
Plans
$0/mo
$20/mo
Custom
$0
$1/GB
$40/mo
$6/mo
Popularity
2 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
CLIAPIWeb
WebAPICLI
Categories
🧠 Agent Memory & Runtimes⚙️ Developer Infrastructure
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Full Linux VM boot in <50ms
Persistent filesystem and memory across sessions
Zero-cost idle time
Per-second billing for active compute
Scalable vCPU (1-32) and RAM (1-128 GB)
Root access with apt, pip, npm, cargo, brew
GPU and CUDA support
Live VM migration
POSIX-compliant storage (ext4)
Nested virtualization
Hardware-isolated VMs (Cloud Hypervisor)
SSH, CLI, and HTTP API access
External URL support for MCP servers
Multi-tenant auth (Dedalus Auth)
Scrape any website into markdown or JSON
Full-site crawling at 100K+ pages/sec
SERP, scraping, and extraction in one Web Search API call
Silk custom AI model for HTML-to-structured-data and captcha solving
Browser Cloud with CDP control and AI commands via WebSocket
Supports HTML, raw, plain text, JSON, JSONL, CSV, and XML
Stealth browser layer to bypass anti-bot measures
1,000+ ready-made scraper examples across 32 categories
10,000 core API requests per minute by default
Flat-rate Unlimited plan and pay-as-you-go with no expiry
Rust engine for performance
Robots.txt compliance on by default, disable per-request
Native integrations for LangChain, LlamaIndex, CrewAI, FlowiseAI, AutoGen, Agno
Integrations
LangChain
LlamaIndex
CrewAI
FlowiseAI
AutoGen
Agno

What real users say: Dedalus Labs vs Spider Cloud

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Dedalus Labs

8 mentions across 3 sources · 70% positive

Hacker News, Bluesky, Lemmy

What users praise

  • Sub-250ms boot times via snapshot restore for instant agent startup.
  • Zero-cost idle — no charges when machine is asleep.
  • Per-second billing for active compute only saves money on bursty workloads.
  • Full root access and hardware isolation for complete system control.

What frustrates them

  • Very few independent user reviews — early adopters risk unknown issues.
  • Stateless runner design limits complex stateful agent workflows.
  • Authentication features still work in progress, not production-ready.
  • No published uptime guarantees, SLAs, or enterprise compliance info.

Researched Jul 6, 2026

Spider Cloud

41 mentions across 2 sources · 10% positive — critical

YouTube, Lemmy

What users praise

  • One endpoint for scraping, crawling, search, and browser automation.
  • Converts sites to markdown, JSON, JSONL, CSV, XML—flexible outputs.
  • Rust engine and stealth browser claim strong anti-bot bypass.
  • Silk AI model handles captchas and HTML-to-structured data on GPUs.

What frustrates them

  • No real user reviews to validate performance or reliability.
  • Brand name confuses with Spider-Man, hurting discoverability.
  • Pricing details are vague—hidden costs may apply.
  • Learning curve for non-developers could be steep.

Researched Aug 18, 2026

Who should pick which

  • AI Agent Developer
    Pick: Dedalus Labs

    Dedalus provides fast, persistent VMs that boot in <250ms, ideal for agents that need stateful code execution and browser automation without cold starts.

  • RAG Pipeline Builder
    Pick: Spider Cloud

    Spider Cloud's crawling API supplies real-time web data as structured markdown/JSON, integrating easily with LangChain and LlamaIndex for RAG.

  • Machine Learning Engineer
    Pick: Dedalus Labs

    Dedalus supports GPU/CUDA on ephemeral VMs with per-second billing, perfect for training or inference in agentic workflows.

  • Web Scraper at Scale
    Pick: Spider Cloud

    Spider Cloud's Rust engine is fast and cheap ($0.03/1000 pages), with 1000+ examples and data connectors for pipelines.

  • Solo Founder Building an AI Agent
    Pick: Dedalus Labs

    Free tier with $5.39 credit and zero-cost idle lets a founder iterate without upfront cost, while Spider Cloud can be added for web data.

Frequently Asked Questions

Dedalus Labs vs Spider Cloud: which should you choose?

For AI agents that need persistent, stateful compute with zero cold start, choose Dedalus Labs. For agents that need fast, reliable web data extraction, choose Spider Cloud. Both have free tiers and complement each other.

Can I use Dedalus Labs for web scraping?

Yes, Dedalus provides full Linux VMs where you can install any scraping library, but Spider Cloud is purpose-built for crawling at scale.

Does Spider Cloud offer persistent state like Dedalus?

No, Spider Cloud is a stateless API; on the other hand, Dedalus provides persistent filesystem and memory across sessions.

Which tool is better for AI agents that need to run code?

Dedalus Labs, because it gives a full Linux environment with root access, GPU support, and persistent storage.

Which tool is cheaper for large-scale web data extraction?

Spider Cloud, at $0.03/1000 pages and a free tier, is very cost-effective for high-volume crawling.

Do both tools integrate with LangChain?

Spider Cloud has official LangChain integration; Dedalus Labs can be used via its API or SSH.

Is Dedalus Labs open-source?

No, but Spider Cloud has an open-source core on GitHub.

Can Dedalus Labs handle GPU workloads?

Yes, Dedalus supports GPU and CUDA for ML workloads.

Does Spider Cloud have anti-bot measures?

Yes, it includes Browser Cloud with stealth anti-detection and an unblocker with rotating proxies.

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Last reviewed: July 3, 2026