AtomCode vs Dify
Compare AtomCode and Dify: free credits, features, and ratings. Which one is right for you?
Category
Coding Assistant
AI Assistant
Rating
β 4.5
β 3.5
Free Credits
30 days
200 API calls/month
Refresh Period
one-time
one-time
Resolution
N/A
N/A
Watermark
No
No
Commercial Use
No
Yes
Paid From
CodingPlan free, API separate
$59/month
AtomCode
Huawei-backed open-source terminal AI coding assistant, competing with Claude Code. CodingPlan offers free 30-day access to GLM-5.1, DeepSeek-V4-Flash, Qwen3 series and more, running on Ascend chips with 5-hour rolling window metering.
Pros
- βPro tier free with GLM-5.1 top-tier model
- βRich model lineup covering top Chinese open-source LLMs
- βStrong Agent capabilities, not just API wrapper
- βNo VPN needed, WeChat login
- βAscend chip deployment, low compute cost
Cons
- βLimited daily free quotas, need to grab early
- βClient-only, no third-party API access
- β30-day validity, no renewal mechanism
- βWeChat login only, no other login options
Key Features
GLM-5.1 #1 open-source coding model (Artificial Analysis benchmark)Pro tier: GLM-5.1, DeepSeek-V4-Flash, Qwen3 seriesLite tier: DeepSeek-V4-Flash, Qwen3.6-35B-A3B, MiniMax-M2.7Smart Agent loop: auto read, edit, run, search, verify8 built-in code tools: symbol indexing, call chain trackingSafe rollback: /undo one-click revert5-hour rolling window meteringRuns on Huawei Ascend chips, no VPN needed
Dify
Open-source AI app development platform. Visual workflow orchestration, RAG engine, 100+ model integration. Community edition free and self-hostable, cloud free tier: 200 API calls/month.
Pros
- βOpen-source and self-hostable
- βVisual workflow orchestration
- βSupports 100+ models
- βMIT license, commercial use allowed
Cons
- βRequires technical background
- βCloud free tier is limited
- βPaid plans are not cheap
Key Features
Visual AI WorkflowRAG EngineModel ManagementApp Publishing & APITeam CollaborationMonitoring & Analytics