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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Refraction.dev logo
Refraction.dev
✓ verifiedFreemium

AI coding assistant for editors and IDEs that explains, refactors, documents, and generates code across 56 languages.

2.8K visits/mo

Thin 'Lingbot-map' agent listing on github.com with zero traffic; too thin to tell.

5.2K saves
Devv.AI logo
Devv.AI
✓ verifiedPaid

AI search engine for developers with code repo integration.

52K visits/mo4.2K saves
22K visits/mo
Pricing
Hobby: Free (10 code generations, 1 user)
Pro: $8/mo (unlimited generations, editor extensions)
Team: $14/user/mo (multiple members, shared history)

Free trial available

No public pricing

No public pricing

Unlocker API: Starts from $1.05/1k req
Crawl API: Starts from $1.05/1k req
SERP API: Starts from $1.05/1k req
Browser API: Starts from $5.88/GB
Scrapers: Starts from $300/mo
Datasets: Starts from $250/mo
Functions: Starts from $2.7/1k req
RetailInsights: Starts from $1,000/mo
Residential Proxies: Starts from $3.53/GB
Datacenter Proxies: Starts from $0.9/IP
ISP Proxies: Starts from $1.3/IP
Mobile Proxies: Starts from $5.88/GB
Custom Scraper: Starts from $300/mo
Discover (Livechat): Free
Karate Kid (Livechat): $29 per month
Samurai (Livechat): $79 per month
Shogun (Livechat): $199 per month
Enterprise (Livechat): Custom
Discover (AI Chatbot): Free
Karate Kid (AI Chatbot): $29 per month
Samurai (AI Chatbot): $79 per month
Shogun (AI Chatbot): $199 per month
Enterprise (AI Chatbot): Custom
Explorer plan (AI Community Manager): Free
Essential plan (AI Community Manager): $8 per month
ChatGPT Pro Plan (AI Community Manager): $29 per month
Enterprise flex plan (AI Community Manager): Custom
Discover (Webhooks): Free
Lucky offer (Webhooks): $149 per month
Enterprise (Webhooks): Custom
Discover (AI Assistant for linkedin): Free
Monthly deal (AI Assistant for linkedin): 9€ per month
Monthly deal (AI Assistant for linkedin): 59€ per month
Enterprise (AI Assistant for linkedin): Custom
Core features
  • Bug detection and fix suggestions
  • Code and CSS framework conversion
  • Unit test and documentation generation
  • Regex, SQL query, and CI/CD pipeline generation
  • Code explanation and style checking
  • Editor extensions for VS Code, Sublime, JetBrains, Visual Studio
  • Fast tensor operations
  • Differentiable tensors for gradient-based optimization
  • Network connectivity
  • Integration with Bun and Flashlight
  • Support for GPU computation with CUDA (Linux) and CPU computation (macOS)
  • GitHub Mode for repository search
  • Web Mode for web-based information retrieval
  • Chat Mode for direct AI interaction
  • Model selection (GPT, Claude, Gemini)
  • Student discount program
  • Multi-engine support (Google, Duckduckgo, Bing, Yandex, Baidu)
  • Real-time structured SERP data
  • Pay-per-successful-request pricing
  • Full JavaScript support
  • Precise geo-location targeting
  • Structured data delivery in JSON or HTML
  • AI Chatbot
  • Livechat
  • Callbot
  • Webhooks
  • AI Community Manager
  • AI Assistant for Linkedin
Use cases
  • Generating unit tests for existing functions
  • Refactoring legacy code to modern practices
  • Producing inline documentation automatically
  • Learning new programming languages or concepts via AI explanations
  • Creating and manipulating datasets
  • Training small machine learning models
  • Implementing advanced training and inference logic
  • Building applications that require tensor computations
  • Writing API reference documentation
  • Brainstorming SEO strategies
  • Enhancing code functionality
  • Gaining insights into open-source projects
  • Resolving complex code issues
  • Organic keyword tracking
  • Brand protection
  • Price comparison
  • Market research
  • Detect copyright infringements
  • Ad intelligence
  • Automating customer support
  • Managing online communities
  • Generating leads
  • Automating business workflows
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