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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
Cody
✓ verifiedPaid

Enterprise AI coding assistant that pulls context from an entire codebase to power chat, code edits and debugging.

👁 245K/mo
Ellipsis
✓ verifiedPaid

Cloud platform to run coding agents in isolated sandboxes with scoped permissions, budget caps, and fleet observability.

👁 5.5K/mo4.1K
Pricing

No public pricing

Enterprise: starting at $16K (includes AI feature credits, scales with team size)
Usage-based: ~$0.74 per code review
Usage-based: ~$1.91 per feature build
$100 free credit for new orgs
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)
  • Codebase-aware developer chat
  • AI code completions and inline edits
  • Customizable and shareable prompts
  • Automatic bug identification and debugging help
  • Context filters to exclude sensitive repos
  • Integrates with major code hosts and IDEs
  • Isolated per-session sandboxes
  • Scoped credentials and permissions
  • Hard budget caps per session/day/month
  • Fleetwide observability and audit logs
  • Agents defined in YAML, deployed via git
  • Event, cron, and @mention triggers
Use cases
  • Creating and manipulating datasets
  • Training small machine learning models
  • Implementing advanced training and inference logic
  • Building applications that require tensor computations
  • Engineers asking questions about an unfamiliar large codebase
  • Teams standardizing common coding tasks with shared prompts
  • Developers debugging errors faster with AI-assisted context
  • Enterprises running large-scale code migrations
  • Automated AI code review on PRs
  • Fixing bugs and Sentry alerts
  • Adding tests and bumping dependencies
  • Running many coding agents in parallel
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