Agentspan vs Spider Cloud

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

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionAgentspanSpider Cloud
PricingFree (open-source, self-hosted)Freemium, pay-as-you-go from $1/GB bandwidth + compute
Primary Use CaseDurable execution runtime for crash-resistant AI agent workflowsWeb crawling, scraping, and search API for AI agents
Key DifferentiatorSurvives crashes, resumes exactly where left off; human-in-the-loop decoratorRust engine with 99.9% success rate, $0.03/1k pages avg cost
DeploymentSelf-hosted server + SDK; runs on Conductor orchestration engineCloud API with self-host open-source fallback
IntegrationsLangGraph, OpenAI Agents SDK, Google ADK, Anthropic Claude, OpenAI GPT-4o, Google GeminiLangChain, LlamaIndex, CrewAI, FlowiseAI, AutoGen, Agno, Dify, cloud storage
Latest News HighlightsOWASP Agentic Security Top 10 guide; Agentspace for long-running Docker sessionsBrowser AI commands (Act, Extract, Observe) via WebSocket; scraper catalog with 1k+ examples

Choose Spider Cloud if you need fast, cost-effective web data extraction for RAG pipelines or AI agents — its Rust engine, Browser AI commands, and data connectors make it a no-brainer for real-time web context. Pick Agentspan if you're shipping production AI agents that must survive crashes, require human approval steps, or need durable execution across complex multi-agent workflows. They solve complementary problems; using both together can be powerful.

Agentspan
Agentspan

Open-source durable execution for AI agents that survive crashes and resume seamlessly.

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Spider Cloud
Spider Cloud

AI web scraping API: crawl, scrape, search any site into markdown or JSON at 10k req/min.

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Pricing
Freemium
Freemium
Plans
$0/mo
$1/GB + $0.001/min compute
$40/mo (2 concurrency)
$6/mo
Popularity
2 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIAPIWeb
WebAPICLI
Categories
🕸️ Agent Frameworks & Orchestration
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Durable execution: crash + resume for agents
Human-in-the-loop approvals via decorator
Multi-agent patterns: sequential, parallel, handoff, router, swarm
One-line wrappers for LangGraph, OpenAI Agents SDK, Google ADK
Observability: tool calls, LLM requests, timing
Structured output via Pydantic models with auto-retry
Memory: conversation history, semantic search (Pinecone, Weaviate, etc.)
Guardrails: retry, block, fix, pause
Testing helpers: mock_run, expect, record/replay, pytest support
Agentsnap: snapshot testing for AI agents
AHP: Agent Handoff Protocol for cross-framework context transfer
Self-hostable via Docker or Helm, or use Orkes Cloud
MCP tool integration via mcp_tool()
Switch LLM providers with one string (Anthropic, OpenAI, Gemini, Groq)
Streaming runtime events and async execution
Scrape any website into markdown, JSON, or raw HTML
Full-site crawling at 100K+ pages/sec
10,000 core API requests per minute default
Web Search API: SERP + scraping + extraction in one call
/ai/search endpoint with relevance gate to skip irrelevant pages
Silk AI model: HTML-to-structured data and captcha solving on GPUs
Browser Cloud: full browser sessions over CDP
AI commands (Act, Extract, Observe) via WebSocket with AI Studio
Multiple output formats: HTML, raw, plain text, markdown, JSON, JSONL, CSV, XML
Stealth browser layer and Unblocker for anti-bot sites
Proxy pool with 215M+ residential and ISP IPs across 199+ countries
Robots.txt compliance on by default, disable per-request
data_connectors parameter: pipe results to S3, GCS, Google Sheets, Azure Blob, Supabase
extraction_schema parameter: AI output conforms to JSON schema
1,000+ ready-made scraper examples across 32 categories
Integrations
Slack
Notion
Jira
Google Drive
Google Docs
Google Sheets
Google Slides
Google Calendar
SendGrid
WordPress
GitHub
Azure Storage
Azure Functions
Google Cloud Storage
Google Cloud Functions
LangChain
LlamaIndex
CrewAI
FlowiseAI
AutoGen
Agno

What real users say: Agentspan 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.

Agentspan

25 mentions across 5 sources · 75% positive

Hacker News, YouTube, Product Hunt, Bluesky, GitHub

What users praise

  • Agents survive process crashes and resume exactly where they left off.
  • Human-in-the-loop with a single decorator and Slack integration.
  • Multi-agent coordination strategies: sequential, parallel, handoff, router.
  • One-line wrappers for LangGraph, OpenAI Agents SDK, Google ADK.

What frustrates them

  • Self-hosting requires Kubernetes or Docker expertise.
  • Documentation is sparse—new users may need to explore GitHub issues.
  • Orkes Cloud is required for managed support, adding cost.
  • Community size is small; 493 stars as of the data collection.

Researched Jul 6, 2026

Spider Cloud

41 mentions across 2 sources · 0% positive — critical

YouTube, Lemmy

What users praise

  • Competitive pay-as-you-go pricing at $1/GB with no expiry.
  • Default rate limit of 10,000 requests per minute is generous.
  • Broad output formats (HTML, markdown, JSON, CSV) cover diverse needs.
  • Integrated Web Search API bundles SERP and extraction for AI agents.

What frustrates them

  • No community feedback to confirm reliability or performance.
  • Self-reported metrics lack independent verification.
  • Stealth browser success may vary across real sites.
  • Potential legal risks from scraping; compliance is user's responsibility.

Researched Aug 26, 2026

Who should pick which

  • AI agent developer needing live web data for RAG
    Pick: Spider Cloud

    Spider Cloud's Rust engine, search endpoint, and Browser AI commands provide fast, reliable web context extraction at $0.03/1k pages — perfect for feeding RAG pipelines.

  • Production engineer deploying crash-sensitive agent workflows
    Pick: Agentspan

    Agentspan's durable execution ensures agents survive crashes and resume seamlessly, with human-in-the-loop and multi-agent coordination out of the box.

  • Solo founder building a web monitoring AI tool
    Pick: Spider Cloud

    Low cost, pay-as-you-go pricing, and 1,000+ ready-made scraper examples make SpiderCloud ideal for lean teams that need fast, scalable web data.

  • Enterprise team wrapping LangGraph agents for reliability
    Pick: Agentspan

    Agentspan's one-line wrapper for LangGraph adds crash resilience, observability, and approval workflows without rewriting agent logic — perfect for production hardening.

  • Developer wanting both web data and durable agents
    Pick: Spider Cloud

    Use Spider Cloud for data ingestion and Agentspan for agent execution; they complement each other and are both free to start.

Frequently Asked Questions

Agentspan vs Spider Cloud: which should you choose?

Choose Spider Cloud if you need fast, cost-effective web data extraction for RAG pipelines or AI agents — its Rust engine, Browser AI commands, and data connectors make it a no-brainer for real-time web context. Pick Agentspan if you're shipping production AI agents that must survive crashes, require human approval steps, or need durable execution across complex multi-agent workflows. They solve complementary problems; using both together can be powerful.

Which tool is cheaper for large-scale scraping?

Spider Cloud's pay-as-you-go model with $0.03 per 1,000 pages is very cost-effective at scale. Agentspan is free but you pay for your own infrastructure.

Can I use Agentspan without self-hosting?

Agentspan is self-hosted, but it supports Orkes Cloud (paid) for managed orchestration. There's no free hosted SaaS tier.

Does Spider Cloud support human-in-the-loop?

No, Spider Cloud is a data extraction API. For human approval steps in agent workflows, you'd pair it with a runtime like Agentspan.

Can Agentspan scrape the web?

No, Agentspan is a durable execution runtime. It can orchestrate a web scraping agent but doesn't include a scraping engine — you'd integrate Spider Cloud for that.

Which tool has better integrations with AI frameworks?

Spider Cloud integrates with LangChain, LlamaIndex, CrewAI, etc. Agentspan wraps LangGraph, OpenAI Agents SDK, and Google ADK. Choose based on your stack.

Does Spider Cloud offer a free tier?

It's freemium with pay-as-you-go from $1/GB bandwidth; the AI Studio add-on is $6/mo. There's no recurring subscription.

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Last reviewed: July 6, 2026