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SEAL Leaderboards
✓ verifiedFree
Scale AI provides training data and evaluation platforms; major AI company.
625K visits/mo3.0K saves
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CodeRabbit
✓ verifiedPaid
AI code review tool with huge adoption; ~870K visits and 1.4M saves.
870K visits/mo1.5M saves
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devActivity
✓ verifiedFreemium
GitHub-based engineering analytics that tracks contributions, automates performance reviews and adds gamification for dev teams.
52K visits/mo
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Palmier
✓ verifiedFreemium
macOS video editor built for AI, letting agents like Claude edit your timeline and generating image/video/audio clips inline.
4.5K visits/mo
Pricing
No public pricing
No public pricing
Free: $0
Lite: $12
Pro: $24
Enterprise: Talk to us
Free: $0/contributor (up to 7 contributors, 90-day retention)
Premium: $10/contributor (unlimited contributors, AI insights)
Free: $0 (editor + MCP)
Pro: $29/mo (5,000 credits)
Max: $69/mo (12,000 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)
- ✦High-quality training data for AI models
- ✦Scale Data Engine for data management and labeling
- ✦Scale GenAI Platform for full-stack Generative AI
- ✦Scale Donovan for AI-powered decision-making
- ✦AI model evaluation and red teaming
- ✦RLHF (Reinforcement Learning from Human Feedback)
- ✦AI-powered code reviews
- ✦Contextual line-by-line feedback
- ✦Critical change flagging
- ✦Bot interaction
- ✦Direct commit from GitHub
- ✦Integration with Jira & Linear
- ✦Agentic Chat with CodeRabbit
- ✦Product analytics dashboards
- ✦Customizable reports
- ✦Docstrings generation
- ✦Contribution and work-quality analytics
- ✦Automated, AI-powered performance reviews
- ✦Retrospective insights
- ✦Operational bottleneck alerts
- ✦Gamification with XP, levels and leaderboards
- ✦Uses Git metadata without accessing source code
- ✦Multi-track video/audio/image/text timeline
- ✦Inline AI image, video and audio generation
- ✦MCP server for Claude, Cursor, Codex to edit timeline
- ✦Integrations with Kling, Seedance, Veo and more
- ✦Export to Premiere and DaVinci (XML)
- ✦Free editor, credit-based AI
Use cases
- →Creating and manipulating datasets
- →Training small machine learning models
- →Implementing advanced training and inference logic
- →Building applications that require tensor computations
- →Developing self-driving car AI with high-quality training data.
- →Building Generative AI applications using the Scale GenAI Platform.
- →Improving AI model performance through supervised fine-tuning and RLHF.
- →Evaluating the safety and robustness of AI models using SEAL Leaderboards.
- →Integrating enterprise data into foundation models for strategic differentiation.
- →Automated code review for pull requests
- →Identifying potential bugs and vulnerabilities
- →Improving code quality and consistency
- →Onboarding new developers with AI-driven guidance
- →Automating developer performance reviews
- →Spotting delivery bottlenecks
- →Generating retrospective insights
- →Motivating teams via gamification
- →Editing video with AI assistance
- →Generating B-roll without leaving the editor
- →Mixing own footage with AI clips
- →Driving edits from AI agents via MCP
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