AtomCode vs Tencent Marvis

Compare AtomCode and Tencent Marvis: free credits, features, and ratings. Which one is right for you?

Category
Coding Assistant
AI Assistant
Rating
⭐ 4.5
⭐ 3.5
Free Credits
30 days
1000 undefined
Refresh Period
one-time
daily
Resolution
N/A
N/A
Watermark
No
No
Commercial Use
No
No
Paid From
CodingPlan free, API separate
Completely free

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

  • βœ“Pro tier free with GLM-5.1 top-tier model
  • βœ“Rich model lineup covering top Chinese open-source LLMs
  • βœ“Strong Agent capabilities, not just API wrapper
  • βœ“No VPN needed, WeChat login
  • βœ“Ascend chip deployment, low compute cost

Cons

  • βœ—Limited daily free quotas, need to grab early
  • βœ—Client-only, no third-party API access
  • βœ—30-day validity, no renewal mechanism
  • βœ—WeChat 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
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Tencent Marvis

Operating system-level AI assistant by Tencent's App Store team. Fully launched May 21. 10M free tokens daily, powered by DeepSeek V4 and Hunyuan models. Windows, Mac, Android. Privacy mode (local model, zero upload) and efficiency mode (cloud-edge). 8 built-in agents for file search, system settings, remote control, document processing.

Pros

  • βœ“Completely free, 10M tokens daily
  • βœ“OS-level agent, truly controls PC
  • βœ“Privacy mode, zero file upload
  • βœ“Phone remote control of PC
  • βœ“8 built-in agents, ready to use
  • βœ“DeepSeek V4 + Hunyuan dual models

Cons

  • βœ—Requires 16GB RAM minimum
  • βœ—Mac needs M1 or newer
  • βœ—iOS not yet available (mid-June)
  • βœ—Tencent ecosystem lock-in risk

Key Features

OS-level AI AgentLocal file smart searchOne-sentence PC settingsPhone remote control PCDeep file understandingPrivacy mode (local model)8 built-in specialized agentsWindows/Mac/Android
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