Compare
Fine vs kodwai
Focuses on building software with AI agents rather than scoring agent-driven workflows
Side by side
- What it is
- Fine:Build Software with AI Agents.
- kodwai:Kodwai lets developers solve coding challenges with their own AI coding agents and get scored on how they direct the agent.
- Best for
- Fine:AI-agent coding assistance
- kodwai:Scoring AI-assisted coding workflows
- Who it’s for
- Fine:—
- kodwai:Developers who use AI coding assistants like Claude Code, Cursor or Codex.
- Pricing
- Fine:Free
- kodwai:Freemium
- Open source
- Fine:—
- kodwai:Yes, 0 GitHub stars
- Works with
- Fine:—
- kodwai:Claude Code, Cursor, Codex
- DevHunt upvotes
- Fine:75
- kodwai:1
- Launched on DevHunt
- Fine:Jan 2023
- kodwai:Sep 2029
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.
Based on each tool's website and DevHunt data. Details may change; check the official sites.