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Fine vs kodwai
Focuses on building software with AI agents rather than scoring agent-driven workflows
Which to pick
Pick Fine if you want…
- AI-agent coding assistance
Pick kodwai if you want…
- Scoring AI-assisted coding 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:Yes
- kodwai:Yes, 0 GitHub stars
- Works with
- Fine:—
- kodwai:Claude Code, Cursor, Codex
Fine features
Build Software with AI Agents.
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.
Fine vs kodwai FAQ
Is Fine or kodwai free?+
Fine is listed as free on DevHunt. kodwai has a free plan and paid plans.
Is Fine or kodwai open source?+
Yes, both are open source: Fine (finehq/fine on GitHub) and kodwai (kodwai/cli on GitHub).
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.