Foundry 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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Foundry or Spider Cloud: which should you choose?

DimensionFoundrySpider Cloud
Primary FunctionSimulation & evaluation for browser agentsWeb crawling, scraping & search API
Target UserDevelopers & researchers building agent training pipelinesAI/LLM developers needing web data for RAG & agents
Key FeaturePixel-perfect simulation, RL gym (SDRBench), evaluation trackingRust engine, AI Studio, Browser AI commands, 1,000+ scrapers
Open SourceNoYes (core on GitHub)
Best ForTraining & benchmarking browser agents in enterprise SaaSLightweight, scalable data extraction for AI apps

Foundry is for teams building or fine-tuning browser agents with high-fidelity simulation and RL training (e.g., SDRBench for sales workflows). Spider Cloud is for AI developers who need fast, cheap web data extraction for RAG or agent context. Your choice depends on whether you need to train an agent (Foundry) or feed it data (Spider Cloud).

Foundry
Foundry

Reproducible browser environments, evaluation, and training data for teams building AI web agents.

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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
Contact Sales
Paid
Plans
—
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
WebAPI
WebAPIPlugin
Categories
🖱️ Browser & Computer-Use Agents🧪 Software Testing & QA
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Pixel-perfect reproducible browser environments for agent simulation
Resettable environment state between evaluation runs
No drift, noise, or rate limits across runs
Per-action tracking, classification, and tagging of agent behavior
Click failure, layout shift, and misfire detection
Event recording with append-only state mutation history
Ground-truth comparison via heuristic scoring
Python SDK that plugs into existing agent workflows
CDP URL retrieval to control and observe browser agents
Task structure carrying login credentials and payment details
Expert-annotated long-horizon datasets for supervised fine-tuning
Datasets built on real enterprise platforms
Unlimited trajectory sampling and evaluation for RL
RL gym without anti-bot constraints
SDRBench benchmark and RL gym with 50 deterministic enterprise SaaS tasks
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
Gmail
Google Sheets
Salesforce
Apollo
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
Claude Code
Codex
Cursor
Claude Desktop
Amazon S3
Google Cloud Storage
Azure Blob Storage

Who should pick Foundry, and who should pick Spider Cloud?

  • AI Agent Developer training a browser agent
    Pick: Foundry

    Foundry provides pixel-perfect simulation, RL gym (SDRBench), and evaluation metrics to train agents without rate limits or drift.

  • RAG Pipeline Builder needing fresh web content
    Pick: Spider Cloud

    Spider Cloud's scraping API is fast, cheap, and structured for LLMs, with connectors to storage and AI frameworks.

  • Sales Automation Team fine-tuning an SDR agent
    Pick: Foundry

    SDRBench by Foundry offers 50 deterministic tasks on enterprise SaaS, perfect for RL training of sales agents.

  • LLM App Developer needing quick data extraction
    Pick: Spider Cloud

    Spider Cloud's 1,000+ scrapers, AI Studio, and Browser AI commands allow fast setup without coding.

  • Enterprise evaluating agent performance
    Pick: Foundry

    Foundry's benchmark leaderboard and reproducible environments ensure consistent testing across SaaS workflows.

Frequently Asked Questions

Foundry vs Spider Cloud: which should you choose?

Foundry is for teams building or fine-tuning browser agents with high-fidelity simulation and RL training (e.g., SDRBench for sales workflows). Spider Cloud is for AI developers who need fast, cheap web data extraction for RAG or agent context. Your choice depends on whether you need to train an agent (Foundry) or feed it data (Spider Cloud).

Can Spider Cloud train browser agents like Foundry?

No. Spider Cloud provides real-time web data extraction, not simulated environments for training agents. Use Foundry for agent training and evaluation.

Does Foundry offer web scraping capabilities?

No, Foundry is for simulation and training, not live scraping. For data extraction, use Spider Cloud.

Is either tool open source?

Spider Cloud has an open-source core (GitHub). Foundry is proprietary and enterprise-licensed.

Which is better for RAG pipelines?

Spider Cloud, because it is designed as a web crawling API with structured output and LLM integration, while Foundry targets agent training.

What is SDRBench?

A benchmark and RL gym released by Foundry (2025-09-22) with 50 deterministic tasks across enterprise SaaS apps for training sales development representative agents.

Does Spider Cloud support anti-detection?

Yes, it includes stealth anti-detection, rotating proxies, and an /ai/unblocker endpoint to avoid blocks.

Can I use both tools together?

Yes. Use Spider Cloud to gather training data, then use Foundry to simulate and fine-tune your agent on that data.

What are the pricing models?

Foundry: contact sales. Spider Cloud: freemium, pay per page (~$0.03/1k), with optional AI Studio add-on ($6/mo).

What else are Foundry and Spider Cloud compared with?

Where can you read more about Foundry and Spider Cloud?

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