Twelve Labs vs Spider Cloud

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

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionTwelve LabsSpider Cloud
Primary FunctionVideo understanding & searchWeb crawling & scraping
Key ModelMarengo (search) + Pegasus (generation)Silk (extraction) + Browser AI (Act/Extract/Observe)
Data OutputEmbeddings, search results, analyzed text, segmentsMarkdown, HTML, JSON, CSV, XML, plain text
The best forLarge-scale video indexing and searchRAG pipelines needing real-time web content
Latest News ImpactNo recent updatesBrowse AI commands, scraper catalog, data connectors

Choose Spider Cloud if your AI pipeline needs structured data from the web (especially for RAG) at scale with a cost of $0.03 per 1k pages and features like Browser AI commands, 1,000+ scraper examples, and data connectors. Choose Twelve Labs only if your primary data is video — it excels at search and analysis over thousands of hours of footage. For most AI agent use cases, Spider Cloud is the clear winner due to its lower cost, broader output formats, and more developer-friendly integrations.

Try Twelve LabsTry Spider Cloud
Twelve Labs
Twelve Labs

Video intelligence API that indexes, searches, and analyzes footage at scale with the Marengo and Pegasus models

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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.

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Pricing
Freemium
Freemium
Plans
$0/mo
Pay as you go ($2.50/hour video indexing; $1.75/hour Analyze
Custom (committed use contracts)
$1/GB + $0.0001/CPU-min
From $6/mo
From $40/mo
Custom
Popularity
37 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
APIWeb
WebAPIPluginCLIDesktop
Categories
👁️ Computer Vision🎞️ AI Video Generation🎬 Video & Audio
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Natural language video search across full libraries
Multimodal indexing of visual, audio, and speech signals
Any-to-any retrieval (video, image, audio, text queries)
Marengo 3.5 search and retrieval model
Pegasus 1.5 video-to-text generation model
Jockey video intelligence AI agent
Automatic scene and pacing segmentation
Compliance and brand safety detection with explainable AI
Highlight creation and export into editing workflows
Video insights generation at corpus scale
Embed API for multimodal embeddings
Search API availability through Jockey on Marengo 3.5
Multimodal prompting with video, audio, image, and text inputs
~60x real-time processing, 10k+ hours per day
SDKs for multiple languages
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
Snowflake
AWS Bedrock
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: Twelve Labs 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.

Twelve Labs

16 mentions across 3 sources · 20% positive — critical (averaged across 3 sources)

Hacker News, YouTube, Lemmy

What users praise

  • • High-speed indexing: processes an hour of video in a minute.
  • • Multimodal search across video, audio, and text (Marengo).
  • • Natural language search across entire video libraries.
  • • Supports 10,000+ hours per day on Developer tier.

What frustrates them

  • • Reported as 'doesn't work' by some YouTube users.
  • • Lack of third-party demos; only creator videos, raising suspicion.
  • • Usage-based pricing can get expensive for smaller projects.
  • • Not suitable for casual users; enterprise-first focus.

Researched Sep 1, 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

  • RAG pipeline builder
    Pick: Spider Cloud

    Spider Cloud provides structured web data (markdown, JSON) at $0.03/1k pages, plus Browser AI to extract and format content for LLMs. Integrates with LangChain and LlamaIndex.

  • Media archive manager
    Pick: Twelve Labs

    Twelve Labs indexes thousands of hours of video at 60x real-time, enabling search via natural language. Ideal for news organizations or studios.

  • AI agent developer
    Pick: Spider Cloud

    Supports Act, Extract, Observe commands via WebSocket, plus a scraper catalog of 1,000+ examples. Open-source core reduces costs.

  • Video compliance analyst
    Pick: Twelve Labs

    Twelve Labs offers explainable AI for brand safety and compliance detection, with scene segmentation and multi-source evidence reporting.

  • Data-driven startup (bootstrapped)
    Pick: Spider Cloud

    Freemium, cheap $0.03/1k pages, free self-host option. No video processing overhead. Use Web scraping to build datasets cheaply.

Frequently Asked Questions

Twelve Labs vs Spider Cloud: which should you choose?

Choose Spider Cloud if your AI pipeline needs structured data from the web (especially for RAG) at scale with a cost of $0.03 per 1k pages and features like Browser AI commands, 1,000+ scraper examples, and data connectors. Choose Twelve Labs only if your primary data is video — it excels at search and analysis over thousands of hours of footage. For most AI agent use cases, Spider Cloud is the clear winner due to its lower cost, broader output formats, and more developer-friendly integrations.

Can Spider Cloud scrape dynamic JavaScript-heavy websites?

Yes, its Browser Cloud (headless browser) with stealth anti-detection can handle SPAs and JS-rendered content. The Browser AI commands (Act/Extract/Observe) directly interact with the browser via WebSocket.

Does Twelve Labs support image search within videos?

Yes, the Marengo model enables image-to-video search (any-to-any retrieval). You can search an image against indexed video content.

What is the cost difference between the two?

Spider Cloud averages $0.03 per 1,000 pages, with AI Studio add-on $6/mo. Twelve Labs uses credit-based pricing; typical large-scale plans are custom. For web-scale data, Spider Cloud is far cheaper.

Can Spider Cloud output PDF or tables?

Yes, structured output includes HTML, JSON, CSV, XML, plain text, and markdown. PDF parsing is possible via markdown extraction. CSV/JSON handles tabular data.

Which tool is better for real-time data scraping?

Spider Cloud is built for real-time web data. It supports streaming via WebSocket (Browser AI commands) and near-instant indexing. Twelve Labs indexes video at ~60x real-time, but is not designed for web scraping.

Does Twelve Labs offer on-premise deployment?

Yes, for air-gapped government or enterprise use, Twelve Labs can be deployed on-premise (custom). Spider Cloud has an open-source core for self-hosting.

Which has better integrations for AI agents?

Spider Cloud integrates with LangChain, LlamaIndex, CrewAI, FlowiseAI, AutoGen, Agno, Dify, plus data connectors (S3, GCS, etc.). Twelve Labs integrates with AWS Bedrock, Snowflake, and MCP — aimed at enterprise video workflows.

Can I try both for free?

Both offer freemium tiers. Spider Cloud provides free credits; Twelve Labs provides a trial with limited hours. Check their official pages for current free limits.

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Explore each tool further

Twelve Labs
View Twelve Labs reviewTwelve Labs alternatives
Spider Cloud
View Spider Cloud reviewSpider Cloud alternatives

Browse these categories

Best AI Computer Vision toolsBest AI Web Scraping & Search APIs toolsBest AI AI Video Generation toolsBest AI Browser & Computer-Use Agents tools
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Last reviewed: July 3, 2026