AtomCode vs ZenMux
Compare AtomCode and ZenMux: free credits, features, and ratings. Which one is right for you?
Category
Coding Assistant
LLM
Rating
β 4.5
β 3
Free Credits
30 days
5 USD credits on signup
Refresh Period
one-time
one-time
Resolution
N/A
N/A
Watermark
No
No
Commercial Use
No
Yes
Paid From
CodingPlan free, API separate
$0.001/1K tokens
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
ZenMux
Enterprise LLM aggregation platform with unified API for 200+ models (GPT-4o, Claude, Gemini, Qwen, etc.). Intelligent routing automatically selects the best model, with unique AI Model Insurance to eliminate hallucination risk. Compatible with OpenAI/Anthropic/Google protocols.
Pros
- βSingle API for 200+ models
- βIntelligent routing auto-selects optimal model
- βUnique AI Model Insurance eliminates hallucination risk
- βCompatible with OpenAI/Anthropic/Google protocols
- βFree credits on signup
Cons
- βFewer Chinese docs
- βSome niche model routing unstable
- βRequires technical knowledge
Key Features
Unified API for 200+ modelsIntelligent provider routingIntelligent model routingAI Model InsuranceMulti-protocol compatiblePay-as-you-go + SubscriptionRequest logs & analyticsVideo generation support