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Toloka vs Spider Cloud
Side-by-side comparison of features, pricing, and ratings
Pricing
Contact Sales
Freemium
Plans
—
$5
$25
$100
$500
$1,000
$2,000
Popularity
2.8k views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPI
APICLIWeb
Categories
📊 Data & Analytics🔬 Research & Education🤖 Automation & Agents
💻 Code & Development📊 Data & Analytics🔬 Research & Education
Features
Context-rich simulated environments for agent training and evaluation
Agent trajectory demonstrations with step-by-step evaluations
Safety red-teaming for injection vulnerabilities and policy compliance
Expert human evaluation and feedback across modalities
Multi-format content collection (text, image, video, audio)
Professional annotation and quality filtering
Domain-specific demonstrations and preference data
Reinforcement learning tasks with built-in verification
Step-by-step reasoning chains for complex problem-solving
Production-ready code generation examples
Full repository structures and rapid prototyping data
Complete software engineering workflow datasets
Crawl all pages without needing a sitemap
Scrape single pages with markdown, HTML, JSON output
Search the web for specific content
Take screenshots of web pages
Real browser rendering via Browser Cloud
Built-in unblocker with stealth proxies and retries
Structured data extraction formats: JSON, JSONL, CSV, XML
Respects robots.txt (disablable per request)
Free balance on signup, no credit card required
Pay-as-you-go billing: $1/GB bandwidth + $0.001/min compute
Rate limits per URL to avoid blocking
Failed requests are not billed
Self-host option via open-source Rust engine
Integrations
LangChain
LlamaIndex
CrewAI
Flowise
AutoGen
Agno