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kodwai vs Pieces Copilot
Provides an AI coding sidekick integrated into the IDE, not a challenge-scoring platform
kodwaiGet scored on how well you use your AI coding agent
Pieces CopilotThe AI coding sidekick that understands your workflowSide by side
- What it is
- kodwai:Kodwai lets developers solve coding challenges with their own AI coding agents and get scored on how they direct the agent.
- Pieces Copilot:Pieces Copilot captures your work history and provides searchable, contextual AI assistance across apps.
- Best for
- kodwai:Scoring AI-assisted coding workflows
- Pieces Copilot:Context-aware AI assistance
- Who it’s for
- kodwai:Developers who use AI coding assistants like Claude Code, Cursor or Codex.
- Pieces Copilot:Developers and knowledge workers who need instant recall of their workflow.
- Pricing
- kodwai:Freemium
- Pieces Copilot:Paid
- Plans
- kodwai:—
- Pieces Copilot:Pro $18.99 per user / month · Enterprise $22.99 per user / month
- Open source
- kodwai:Yes, 0 GitHub stars
- Pieces Copilot:—
- Works with
- kodwai:Claude Code, Cursor, Codex
- Pieces Copilot:Gmail, Outlook, Chrome, Arc, Safari, Slack, Microsoft Teams, Google Chat
- DevHunt upvotes
- kodwai:1
- Pieces Copilot:63
- Launched on DevHunt
- kodwai:Oct 2026
- Pieces Copilot:Mar 2024
kodwai features
- Agent-agnostic CLI. Run challenges locally with Claude Code, Cursor, Codex or any terminal-based agent.
- Real-world challenges. Each task includes starter code, tests and hidden traps to mimic production work.
- Multi-axis scoring. Scores out of 100 across Direction, Outcome/Rubric and Lift with evidence from transcripts and commits.
- Public leaderboard & weekly leagues. Compete in weekly resets and see how you rank against other developers.
- Zero-sandbox execution. All work happens on your machine; only challenge files are uploaded for scoring.
- Evidence-backed feedback. Score breakdown shows moments, symbols and citations so you can review and improve.
Pieces Copilot features
- Live timeline. Chronological capture of research, chats, emails, notes, and meetings.
- Searchable memory. Search, filter, and revisit any moment by time, topic, person, or tool.
- One-click summaries. Generate stand-up updates, briefs, and recaps instantly from your context.
- Multi-model support. Switch between Claude, Gemini, ChatGPT, and local models in a single plan.
- MCP integration. Carry full history into any MCP-ready AI assistant such as Claude, Cursor, Codex.
- Privacy controls. Data stored on-device by default; pause or disable capture per app.
- Enterprise governance. Org-wide capture policies, approved providers, and custom API keys.
Based on each tool's website and DevHunt data. Details may change; check the official sites.