Sandstorm vs Spider Cloud

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

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionSandstormSpider Cloud
Core FocusSecure cloud sandboxes for automated multi-step business processesWeb crawling/scraping API for AI agents and RAG pipelines
Key FeatureHuman-in-the-loop approval; BPMN export to SAP Signavio; Duvo Clarity process discoveryBrowser AI commands (Act, Extract, Observe) via WebSocket; 1,000+ scraper catalog
Best ForOperations/finance teams automating supply chain, ERP, and invoice workflowsDevelopers and AI agents needing web data extraction at scale
IntegrationsSlack, SAP Signavio, ERP, email, spreadsheets, web toolsLangChain, LlamaIndex, CrewAI, S3, GCS, Supabase, Google Sheets
Latest NewsDeloitte partnership for agentic automation in Europe (2026-06-16); Duvo Clarity process discovery to SAP Signavio BPMN (2026-06-23)Browser AI commands (2026-03-05); Scraper catalog with 1,000+ examples (2026-02-25); Data connectors (2026-02-07)

Choose Spider Cloud if your primary need is scalable web scraping for AI/ML pipelines or RAG — its Rust engine is fast and cost-efficient at $0.03/1k pages. Choose Sandstorm if you're automating multi-step business processes (supply chain, finance) where security, human approval, and ERP integration matter more than web data volume. They solve different problems: one is a data API, the other an agentic automation platform.

Try SandstormTry Spider Cloud
Sandstorm
Sandstorm

Duvo is an Enterprise Execution OS that maps real processes, then runs agentic automation with human approval.

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Spider Cloud
Spider Cloud

Spider Cloud is a web scraping, crawling, and search API that streams live pages as markdown or JSON for AI agents and RAG pipelines.

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Pricing
Freemium
Freemium
Plans
$0
$199/mo
$699/mo
Custom
$1/GB + $0.0001/CPU-min
From $6/mo
From $40/mo
Custom
Popularity
6 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
Web
WebAPIPluginCLIDesktop
Categories
🧠 Agent Memory & Runtimes
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Process Intelligence: AI interviews, screen walkthroughs and documents combined into one reviewed process map
Duvo Loop execution cycle: Analyze, Diagnose, Decide, Act, Verify, Learn
Orchestrated execution across ERP, TMS, SAP, carrier and supplier portals, Outlook, Excel and shared inboxes
Human approval gates and process-owner sign-off before sensitive actions run
Exception routing for missing or conflicting evidence before system posting
Holds downstream posting (for example SAP AP) while disputes or corrections are open
Durable execution with retries, state management, queues and schedules
Webhook support for event-driven triggers
API, CLI and Slack triggers for starting agent runs
Audit-ready run history and logging on every action
BPMN 2.0 XML export into SAP Signavio via Duvo Clarity
Public solution library: Freight Audit, Payables Audit, Process Discovery, SAP migration
Per-completed-process-run pricing with no token, seat or percentage-of-value charges
Contracted 5x ROI guarantee with defined baseline, measurement window and sign-off owner
SOC 2 Type II, ISO 27001 and ISO 42001 certified; GDPR support and NIS2 alignment
Scrape a single page into markdown, JSON, HTML, raw, or plain text
Crawl entire sites with each page streamed as one JSONL line in order as it finishes
Web search endpoint returns SERP results plus the scraped pages behind them
Custom browser renders like a user: scripts run, lazy images load, infinite scroll reaches the end
Load protected pages through a real browser engine with geo checks, returning a 200
Run full browser sessions over WebSocket with anti-detection and rotating exits
Send AI commands (Act, Extract, Observe) over the Browser API WebSocket
Send a prompt on a scrape or crawl request and get named fields back as JSON
Two-phase AI extraction: a fast model for most pages, a stronger model for complex layouts
Provider router sends scrape and crawl requests to outside providers on your own keys
Data connectors pipe crawl results into S3, GCS, Google Sheets, Azure Blob, or Supabase
Proxy network with 215M+ residential and ISP exits in 199 countries, rotated per request
MCP server at mcp.spider.cloud for Claude Code, Codex, Cursor, and Claude Desktop
1,000+ ready-made scraper examples across 32 categories, each with working code
API responses support JSON, JSONL, CSV, and XML; up to 10,000 core API requests per minute by default
Integrations
SAP
SAP Signavio
Slack
Microsoft Outlook
Microsoft Excel
XPO Logistics
Microsoft Marketplace
Azure Marketplace
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
MCP
Claude Code
Codex
Cursor
Claude Desktop
Amazon S3
Google Cloud Storage
Google Sheets

What real users say: Sandstorm 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.

Sandstorm

44 mentions across 2 sources · 45% positive — mixed (averaged across 2 sources)

Hacker News, Lemmy

What users praise

  • • Secure, isolated sandbox for each agent execution.
  • • Per-process pricing eliminates surprise token costs.
  • • Supports API, CLI, and Slack for flexible integration.
  • • Automatic retries and state management reduce ops toil.

What frustrates them

  • • Name confusion with Sandstorm.io frustrates new users.
  • • Very little community discussion or shared experience online.
  • • Vendor lock-in: migration off Sandstorm requires rework.
  • • Limited to supported AI models, not fully model-agnostic.

Researched Jul 3, 2026

Spider Cloud

No verifiable community signal. We scanned public discussion on Oct 14, 2026 and found posts matching the name “Spider Cloud”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • AI/ML Engineer building a RAG pipeline
    Pick: Spider Cloud

    Spider Cloud's fast web scraping API with structured output (markdown, JSON) and integrations with LangChain/LlamaIndex make it ideal for ingesting fresh web data at low cost ($0.03/1k pages).

  • Supply Chain Operations Manager
    Pick: Sandstorm

    Sandstorm's secure sandboxes, human-in-the-loop approval, and direct integration with ERP/SAP Signavio align with automating supplier compliance and inventory management.

  • Finance Team doing invoice reconciliation
    Pick: Sandstorm

    Sandstorm specializes in finance automation like deduction recovery and chargeback resolution with fixed per-run pricing and audit trails.

  • Solo founder scraping competitor data
    Pick: Spider Cloud

    Spider Cloud's freemium model and simple API allow quick, low-cost scraping with zero upfront commitment; the scraper catalog provides ready-to-use examples.

  • Enterprise architect evaluating agent infrastructure
    Pick: Sandstorm

    If your agents need to write back to business systems (ERP, email) with governance, Sandstorm's RBAC, SSO, and human approval are critical.

Frequently Asked Questions

Sandstorm vs Spider Cloud: which should you choose?

Choose Spider Cloud if your primary need is scalable web scraping for AI/ML pipelines or RAG — its Rust engine is fast and cost-efficient at $0.03/1k pages. Choose Sandstorm if you're automating multi-step business processes (supply chain, finance) where security, human approval, and ERP integration matter more than web data volume. They solve different problems: one is a data API, the other an agentic automation platform.

Which tool is cheaper for high-volume scraping?

Spider Cloud, at $0.03 per 1,000 pages with no charge for failed requests. Sandstorm is priced per process run, not per page.

Does Sandstorm handle unstructured web data extraction?

Not primarily. Sandstorm is for structured business processes; its browsing capability is for interacting with web portals (e.g., supplier sites) as part of a workflow, not bulk scraping.

Can Spider Cloud automate multi-step business processes?

No. Spider Cloud is a web scraping API. It can extract data from web pages but lacks workflow orchestration, human approval, and ERP integrations.

Do both tools integrate with AI agent frameworks?

Yes, but differently. Spider Cloud natively integrates with LangChain, LlamaIndex, CrewAI, etc. Sandstorm integrates via API/CLI/Slack and is used as a sandbox for agent execution but doesn't list specific AI frameworks.

Which tool has better enterprise security features?

Sandstorm, with role-based access control, SSO, audit-ready run history, and human-in-the-loop for write actions. Spider Cloud offers proxy rotation and stealth but no RBAC or audit logs.

Is there a free tier for Sandstorm?

No. Sandstorm is paid-only with fixed per-run pricing. Spider Cloud has a freemium model with free credits.

Can I export process maps from Sandstorm to SAP Signavio?

Yes. Duvo Clarity captures real process maps and exports as BPMN to SAP Signavio per latest news (2026-06-23).

What is the main advantage of Spider Cloud's AI Studio add-on?

It enables natural language crawling — you describe what data you want in plain English, and AI extracts it without coding. Costs $6/month extra.

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Explore each tool further

Sandstorm
View Sandstorm reviewSandstorm alternatives
Spider Cloud
View Spider Cloud reviewSpider Cloud alternatives

Browse these categories

Best AI Agent Memory & Runtimes toolsBest AI Web Scraping & Search APIs toolsBest AI Browser & Computer-Use Agents tools
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Last reviewed: July 3, 2026