Prompt Shuttle vs Spider Cloud

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

Analysis generated Live tool data as of 2026-10-30
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Prompt Shuttle or Spider Cloud: which should you choose?

DimensionPrompt ShuttleSpider Cloud
Primary Use CaseMulti-agent orchestration server-sideWeb crawling/scraping for AI agents and RAG
API CompatibilityOpenAI-compatible chat completions APICustom REST API
Multi-TenancyBuilt-in multi-tenant isolationNot highlighted
Recent NewsNo recent news availableBrowser AI commands (Act, Extract, Observe), scraper catalog (1,000+ examples), data connectors
Open SourceNot mentionedCore open-source on GitHub

Choose Spider Cloud if you need fast, cost-effective web data extraction for AI agents or RAG pipelines, with recent additions like Browser AI commands and data connectors. Choose Prompt Shuttle if you want a drop-in OpenAI replacement that handles multi-agent orchestration and cost tracking server-side, ideal for platform teams and multi-tenant deployments.

Try Prompt ShuttleTry Spider Cloud
Prompt Shuttle
Prompt Shuttle

Drop-in OpenAI-compatible endpoint that runs multi-agent orchestration server-side

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Spider Cloud
Spider Cloud

Spider Cloud is a scraping, crawling, and web search API that returns clean markdown or JSON for AI agents and RAG pipelines.

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Pricing
Free
Paid
Plans
FreeFree
Pay as you go$1/GB
AI Studio AlphaFrom $6/mo
UnlimitedFrom $40/mo
EnterpriseCustom
Popularity
4 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
APIPlugin
WebAPIPlugin
Categories
🕸️ Agent Frameworks & Orchestration🚦 LLM Gateways & Model Routers
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Multi-agent orchestration with automatic sub-agent spawning and result aggregation
OpenAI-compatible chat completions endpoint — change the base URL, keep your SDK
Flow name passed as the model parameter (e.g. "research-agent")
Multi-provider routing across OpenAI, Anthropic, Google and DeepSeek
Server-side orchestration — no agent SDK embedded in application code
Agent flows defined and updated in the dashboard instead of via redeploy
Cost tracking with budgets set per tenant and per flow
Cost aggregation by model and by flow across the agent fleet
Multi-tenant isolation with separate keys, billing and flow configurations
Agent execution graph: root agents, sub-agent spawns, tool calls, timing, per-step costs
Event streaming for real-time monitoring of running requests
Flow analytics: invocation trends, per-model breakdowns, percentile latencies
Runtime, cost and tool-call distribution charts for outlier detection
Managed fallbacks and retries handled by the proxy
MCP server at a single URL for Claude Desktop, Cursor, Windsurf and Claude Code
Scrape a page into markdown, JSON, HTML, raw, or plain text
Crawl whole sites with each page streamed as one JSONL line in order
Web search endpoint returns SERP results plus the scraped pages behind them
Browser rendering runs scripts, loads lazy images, and reaches infinite scroll
Load protected pages through Spider's native browser engine with geo checks, returning 200
Full browser sessions over WebSocket at browser.spider.cloud
Provider router runs scrape and crawl requests on outside providers with your own keys
Prompt-based extraction returns named fields as JSON on scrape or crawl
Two-phase AI extraction: fast model for most pages, stronger for complex layouts
Data connectors stream crawl output to S3, GCS, Google Sheets, Azure Blob, or Supabase
Residential and ISP proxy pool with 215M+ exits in 199 countries
MCP server at mcp.spider.cloud for Claude Code, Codex, Cursor, and Claude Desktop
CLI that picks HTTP or a browser per page and stops at your budget
1,000+ scraper examples with working code
API responses in JSON, JSONL, CSV, and XML
Integrations
Claude Desktop
Cursor
Windsurf
Claude Code
Trigger.dev
Temporal
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
Codex
Amazon S3
Google Cloud Storage
Google Sheets
Azure Blob Storage

Who should pick Prompt Shuttle, and who should pick Spider Cloud?

  • Solo founder building an AI agent with RAG
    Pick: Spider Cloud

    Spider Cloud provides cheap, fast web scraping ($0.03/1k pages) with open-source core and easy integration with LangChain/LlamaIndex.

  • Platform team offering AI to multiple internal teams
    Pick: Prompt Shuttle

    Prompt Shuttle offers built-in multi-tenant isolation, cost tracking per flow, and a drop-in OpenAI-compatible API for easy integration.

  • Agency managing AI for multiple clients
    Pick: Prompt Shuttle

    Agency needs multi-tenant support and cost budgets per client; Prompt Shuttle's per-tenant cost tracking and multi-provider routing are ideal.

  • Developer needing real-time web data for LLM context
    Pick: Spider Cloud

    Spider Cloud's Browser AI commands and structured output can feed live data into LLMs efficiently.

  • Team adding agent capabilities to legacy software
    Pick: Prompt Shuttle

    Prompt Shuttle's OpenAI-compatible API allows legacy apps to add agent orchestration without rewriting code.

Frequently Asked Questions

Prompt Shuttle vs Spider Cloud: which should you choose?

Choose Spider Cloud if you need fast, cost-effective web data extraction for AI agents or RAG pipelines, with recent additions like Browser AI commands and data connectors. Choose Prompt Shuttle if you want a drop-in OpenAI replacement that handles multi-agent orchestration and cost tracking server-side, ideal for platform teams and multi-tenant deployments.

What is the main difference between Spider Cloud and Prompt Shuttle?

Spider Cloud is a web crawling/scraping API for data extraction; Prompt Shuttle is a server-side multi-agent orchestration API as a drop-in OpenAI replacement.

Which tool is better for RAG pipelines?

Spider Cloud, because it provides fresh web data and integrates with LangChain/LlamaIndex.

Does Prompt Shuttle support web scraping?

No, it focuses on orchestrating AI agents, not scraping web pages.

Can I use Spider Cloud for free?

It offers freemium pricing; you get some free credits, then $0.03 per 1k pages.

Does Prompt Shuttle offer multi-tenancy?

Yes, it has built-in multi-tenant isolation for serving multiple clients.

Which tool has the latest features?

Spider Cloud has recent updates like Browser AI commands, scraper catalog (1,000+ examples), and data connectors.

Can I self-host Spider Cloud?

Yes, its core is open-source and available on GitHub for self-hosting.

Is Prompt Shuttle compatible with any LLM provider?

Yes, it routes to OpenAI, Anthropic, Google, DeepSeek, and more.

What else are Prompt Shuttle and Spider Cloud compared with?

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Where can you read more about Prompt Shuttle and Spider Cloud?

Prompt Shuttle
View Prompt Shuttle reviewPrompt Shuttle alternatives
Spider Cloud
View Spider Cloud reviewSpider Cloud alternatives

Browse these categories

Best AI Agent Frameworks & Orchestration toolsBest AI Web Scraping & Search APIs toolsBest AI LLM Gateways & Model Routers toolsBest AI Browser & Computer-Use Agents tools
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Analysis generated by our model pipeline from live data: