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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.

172K visits/mo
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Augment Code
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Agentic coding platform (Cosmos) that runs software-dev agents at org scale, using a codebase context engine to cut token cost.

544K visits/mo
389K visits/mo
Pricing

No public pricing

No public pricing

Business: $100/mo flat (up to 50 seats, $100 usage included)

Free trial available

Pay-as-you-go: 42.8% platform fee for corporate, 33.3% for academic/non-profit (no monthly fee)
Participant payment: minimum $8.00/hr, recommended $12.00/hr
Core features
  • Universal Prompt creation and adaptation
  • Cross-model deployment
  • Built-in TestBed for performance gauging
  • Team collaboration and versioning
  • U-Block support for universal prompts
  • Midjourney AI artistic styles library
  • SREF codes library
  • Midjourney Guides
  • Midjourney Tools (Color Roulette, Style Benchmark)
  • Personal Libraries
  • Style Compilations
  • Context Engine for codebase understanding
  • Agents across the full SDLC
  • Model routing / bring-your-own-keys
  • Automated code review and test coverage
  • CLI, MCP and native tool integrations
  • Enterprise security (SOC 2, ISO 42001, SSO)
  • Access to a verified and engaged participant pool
  • Self-serve platform for easy task setup and launch
  • Tools for AI training and evaluation
  • Fair compensation for participants
  • Audience checker
Use cases
  • Creating prompts that work consistently across different AI models without manual rewriting.
  • Building and deploying prompts for applications requiring integration with multiple LLMs.
  • Collaborating with team members on prompt engineering and management.
  • Testing and optimizing prompt performance across various models.
  • Exploring different artistic styles for Midjourney AI
  • Finding SREF codes for specific styles
  • Learning how to use Midjourney effectively
  • Creating consistent and visually appealing AI art
  • Generating unique and creative images with Midjourney
  • Automating PR code review
  • Raising test coverage
  • Incident investigation and remediation
  • Large-scale migrations and onboarding
  • Academic research
  • AI training and evaluation
  • Market research
  • User research & testing
  • Data annotation
  • Training & alignment
  • Evaluation & safety
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