Million vs Spider Cloud

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

Analysis reviewed Live tool data as of 2026-10-09
Cross-checked through our multi-step verification ·
Saved

At a glance

DimensionMillionSpider Cloud
Best ForTeams verifying AI agent code correctnessAI agents and RAG pipelines needing web data
Core FunctionVerification of AI-generated codeWeb crawling, scraping, and search API
Integration EaseIntegrates with AI coding agentsLangChain, LlamaIndex, CrewAI, and more
Open SourceYes (open-source lineage)Yes (open-source core on GitHub)
Latest NewsNo relevant product news in given feedBrowser AI commands, scraper catalog, data connectors

Million and Spider Cloud serve entirely different needs. If your pain point is ensuring AI-generated code actually works before deployment, Million is the specialized tool—but it's unproven at scale and requires a sales conversation. If you need fast, reliable web data for AI agents or RAG, Spider Cloud is production-ready with a freemium model and clear pricing. Choose based on your primary bottleneck: code correctness vs. data ingestion.

Million
Million

Million open-sources React Doctor (15k stars) and React Scan (22k stars), and is building ReactBench to check AI-written React before it ships.

Visit Website
Spider Cloud
Spider Cloud

Spider Cloud is a web scraping and crawling API that turns live pages into markdown or JSON for agents and RAG pipelines.

Visit Website
Pricing
Contact Sales
Freemium
Plans
—
$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
CLIPlugin
WebAPIPluginCLIDesktop
Categories
🧪 Software Testing & QA🛠️ Autonomous Coding Agents
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
React Scan — open-source tool that detects and highlights rendering performance issues in React apps
React Doctor — open-source utility that diagnoses issues across a React codebase
GitHub-hosted tools with public star counts (React Scan 22k, React Doctor 15k)
ReactBench — benchmark for evaluating coding agents on realistic web development tasks
Custom datasets built for training and grading frontier coding agents
Reinforcement learning environments for agent training
Trace collection and analysis of coding agent behaviour
Open-source inspection of AI-generated React code before it ships
Browser-based page inspection view on the Million site
Direct contact route for collaboration and early involvement
Backed by Y Combinator (W24)
Angel-backed with investors including Scott Wu, Amjad Masad, Evan You, David Cramer, Matt Biilmann, Sahil Lavingia, Theo Browne, Koen Bok
Scrape a single page into markdown, JSON, HTML, raw text, or plain text
Crawl entire sites with each page streamed as one JSONL line in order the moment it finishes
Web search endpoint returns SERP results plus the scraped pages behind them in one call
Custom browser renders like a user: scripts run, lazy images load, infinite scroll completes
Unblocker loads protected pages through a real browser engine with geo checks and a 200
Browser Cloud runs full sessions 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 the 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
Requests stream back as they land, in order, without waiting for the last URL
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
Integrations
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: Million 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.

Million

117 mentions across 8 sources · 46% positive — mixed (averaged across 8 sources)

Hacker News, YouTube, Product Hunt, App Store, Stack Overflow, GitHub, Lemmy, Tech Press

What users praise

  • • Strong founder credibility from React Scan and React Doctor projects.
  • • Mission directly addresses a real pain: verifying AI-generated code.
  • • Backed by Y Combinator and notable angels in the AI space.
  • • Open-source ethos likely to attract community contributions.

What frustrates them

  • • No public product, pricing, or documentation yet.
  • • Homepage is just a mission statement, lacking substance.
  • • GitHub issues show integration problems in related tools.
  • • Uncertain if ReactDoctor/ReactScan will be merged into Million.

Researched Aug 28, 2026

Spider Cloud

No verifiable community signal. We scanned public discussion on Oct 7, 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

  • Solo founder building an AI agent
    Pick: Spider Cloud

    Spider Cloud offers a free tier and low-cost pay-as-you-go pricing, plus integrations with LangChain and CrewAI—ideal for prototyping an AI agent that needs web data. Million requires a sales call and is unproven for solo developers.

  • Engineering team using AI coding agents in production
    Pick: Million

    Million specifically targets verification of AI-generated code, which is critical for production-safety. If the team’s bottleneck is trusting AI outputs, Million’s tooling (despite lack of public details) is the only solution focused on this problem.

  • RAG pipeline developer needing fresh web data
    Pick: Spider Cloud

    Spider Cloud’s search endpoint, structured output, and data connectors (S3, GCS, Supabase) directly support RAG pipelines. Its 99.9% uptime and low cost per page make it a practical choice.

  • Enterprise concerned about code security
    Pick: Million

    Million’s verification tools aim to prove AI code is safe and correct, which aligns with enterprise compliance needs. However, the lack of transparent pricing and public case studies may require a proof-of-concept.

  • Hobbyist scraper with simple needs
    Pick: Spider Cloud

    Spider Cloud’s free tier and open-source core allow hobbyists to scrape for free without any commitment. Million has no free option and is overkill for non-agent use cases.

Frequently Asked Questions

Million vs Spider Cloud: which should you choose?

Million and Spider Cloud serve entirely different needs. If your pain point is ensuring AI-generated code actually works before deployment, Million is the specialized tool—but it's unproven at scale and requires a sales conversation. If you need fast, reliable web data for AI agents or RAG, Spider Cloud is production-ready with a freemium model and clear pricing. Choose based on your primary bottleneck: code correctness vs. data ingestion.

Can Million verify code from any AI agent?

Million claims to integrate with AI coding agents to verify correctness, but specific compatibility details are not disclosed publicly; it likely works with common agent frameworks.

Does Spider Cloud have a free tier?

Yes, Spider Cloud offers a free tier with limited credits, allowing users to test the API without payment.

Is Million suitable for individual developers?

Probably not; it requires contacting sales and is designed for teams deploying AI-generated code at scale.

What output formats does Spider Cloud support?

Spider Cloud supports markdown, HTML, JSON, CSV, XML, plain text, and screenshots.

Does Million have an open-source version?

Million has open-source lineage (e.g., Million.js), but its verification tools appear to be proprietary.

Can Spider Cloud handle JavaScript-heavy sites?

Yes, Spider Cloud’s Browser Cloud and stealth anti-detection features can handle dynamic content.

What integrations does Million support?

Million integrates with AI coding agents, but specific integrations are not listed.

How does Spider Cloud’s AI Studio work?

AI Studio ($6/mo add-on) allows users to describe crawling tasks in natural language, which Spider converts into API calls.

More Million or Spider Cloud comparisons

Explore each tool further

Browse these categories

Still deciding? Get the weekly AI tools brief

One email a week — new tools, honest comparisons, no spam.

Last reviewed: July 3, 2026