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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.

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

5.2K saves
1.5M visits/mo
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
Gemini Code Assist logo
Gemini Code Assist
✓ verifiedFreemium

Google's AI coding assistant for code completion, generation, chat and review across IDEs and GitHub.

559K visits/mo
Quadratic Multiplayer logo
Quadratic Multiplayer
✓ verifiedFreemium

AI-native spreadsheet connecting live databases and files, letting teams query and chart data with AI, Python, or SQL.

119K visits/mo
Pricing

No public pricing

Free Plan: $0 one-time
Hobby: $16/month
Standard: $83/month
Growth: $333/month
Auto Recharge Credits: $11/mo for 1000 credits
Credit Pack: $9/mo for 1000 credits
Enterprise Plan: Contact for 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

Pro: $18/user/month billed annually ($20 AI credits/mo)
Business: $36/user/month billed annually (2x AI credits)
Core features
  • 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)
  • Web scraping
  • Web crawling
  • Data extraction in Markdown, JSON, and screenshot formats
  • Dynamic content handling
  • Rotating proxies
  • Rate limits management
  • Open-source availability
  • Media Parsing
  • 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
  • AI code completion and suggestions
  • Natural-language code generation
  • In-IDE chat assistance
  • AI code review
  • IDE integrations (VS Code, JetBrains, etc.)
  • GitHub integration
  • Connects to Postgres, MySQL, Snowflake, BigQuery and other live databases
  • Imports CSV, Excel and PDF files alongside database connections
  • AI agent writes formulas, code and charts from plain-English prompts
  • Supports Python, SQL, formulas and JavaScript in the same sheet
  • Built-in connectors for QuickBooks, Google Analytics, Mixpanel and Plaid
  • MCP support so external AI agents can read/write spreadsheet cells
  • REST API for triggering AI runs and manipulating cells programmatically
  • Scheduled tasks and PDF data extraction
Use cases
  • Creating and manipulating datasets
  • Training small machine learning models
  • Implementing advanced training and inference logic
  • Building applications that require tensor computations
  • Powering AI assistants with real-time web content
  • Enhancing sales data with web information
  • Adding scraping capabilities to code editors
  • Enabling customers to build AI apps with web data
  • Extracting comprehensive information for in-depth research
  • 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
  • Speeding up coding with AI completions
  • Generating code from plain-language prompts
  • Getting in-editor help and explanations
  • Reviewing pull requests with AI
  • Understanding unfamiliar codebases
  • Finance teams building recurring, auditable financial reports
  • Analysts combining multiple data sources into one live dashboard
  • Traders and investors tracking market and portfolio data
  • Product and sales teams generating forecasts and charts without formulas
  • Teams wanting an AI agent to verify and edit spreadsheet work directly
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