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Dify.AI vs kodwai

Open-source LLMOps platform for building AI-native apps, not a coding-challenge scoring service
Dify.AIOpen-source platform for LLMOps, define your AI-native appskodwaiGet scored on how well you use your AI coding agent

Side by side

What it is
Dify.AI:Dify.AI is an open-source LLMOps platform for building, deploying and managing AI-native apps with visual workflow, agent and knowledge-base tools.
kodwai:Kodwai lets developers solve coding challenges with their own AI coding agents and get scored on how they direct the agent.
Best for
Dify.AI:No-code visual AI app development
kodwai:Scoring AI-assisted coding workflows
Who it’s for
Dify.AI:Developers and teams building AI applications, from hobbyists to enterprises
kodwai:Developers who use AI coding assistants like Claude Code, Cursor or Codex.
Pricing
Dify.AI:Freemium
kodwai:Freemium
Plans
Dify.AI:Sandbox Free · Community Free
kodwai:—
Open source
Dify.AI:Yes, 157,311 GitHub stars
kodwai:Yes, 0 GitHub stars
Works with
Dify.AI:—
kodwai:Claude Code, Cursor, Codex
DevHunt upvotes
Dify.AI:30
kodwai:1
Launched on DevHunt
Dify.AI:Jan 2023
kodwai:Oct 2026

Dify.AI features

  • Workflow Studio. Drag-and-drop visual builder for agentic workflows with visible execution paths.
  • Agent Builder. Create AI agents with skills, tools and knowledge, usable as apps or workflow nodes.
  • Knowledge Pipeline. Prepare searchable knowledge bases by extracting, cleaning, chunking and indexing data sources.
  • Marketplace Plugins. Install model providers, tools and data source integrations from a shared marketplace.
  • Publish & Monitor. Deploy apps as web experiences, APIs or embeds and track logs, feedback and usage.
Dify.AI on DevHunt →Alternatives

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.
kodwai on DevHunt →Alternatives

Based on each tool's website and DevHunt data. Details may change; check the official sites.