Sandstorm vs Spider Cloud
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Sandstorm | Spider Cloud |
|---|---|---|
| Pricing | Paid: Fixed per-process-run in cents (no per-token pricing) | Freemium: $0.03/1k pages (pay-as-you-go); AI Studio add-on $6/mo |
| Core Focus | Secure cloud sandboxes for automated multi-step business processes | Web crawling/scraping API for AI agents and RAG pipelines |
| Key Feature | Human-in-the-loop approval; BPMN export to SAP Signavio; Duvo Clarity process discovery | Browser AI commands (Act, Extract, Observe) via WebSocket; 1,000+ scraper catalog |
| Best For | Operations/finance teams automating supply chain, ERP, and invoice workflows | Developers and AI agents needing web data extraction at scale |
| Integrations | Slack, SAP Signavio, ERP, email, spreadsheets, web tools | LangChain, LlamaIndex, CrewAI, S3, GCS, Supabase, Google Sheets |
| Latest News | Deloitte 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.
Enterprise agentic automation platform that turns business goals into executed, measured outcomes.
Visit Website
AI web scraping API: crawl, scrape, search any site into markdown or JSON at 10k req/min.
Visit WebsiteWhat 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
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
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/ML Engineer building a RAG pipelinePick: 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 ManagerPick: 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 reconciliationPick: Sandstorm
Sandstorm specializes in finance automation like deduction recovery and chargeback resolution with fixed per-run pricing and audit trails.
- Solo founder scraping competitor dataPick: 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 infrastructurePick: 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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Last reviewed: July 3, 2026