The Complete Programmer's Coding Plan Guide (2026 Edition)

Comprehensive Overview: China's Seven Major Coding Plan Platforms

This guide presents a complete comparison of China's seven major Coding Plan platforms—Volcano Engine, Alibaba, Tencent, Baidu, Kimi, Zhipu, and MiniMax—detailing each platform's supported models, pricing structures, quota allocations, and distinctive characteristics. This represents essentially the complete landscape of China's domestic AI coding ecosystem.

Understanding Coding Plans:

Coding Plans are subscription packages for AI programming models offered by cloud providers. The core characteristics include:

• Fixed monthly fees replacing traditional token-based billing
• Substantial AI request quotas included in each tier
• Compatibility with tools like Cursor, Claude Code, Cline, and OpenClaw

In essence: Coding Plan = AI Programming Model Subscription Service.

1. Volcano Engine Ark Coding Plan

Platform: Volcengine (ByteDance)

Subscription Portal: Available through official Volcano Engine console

Supported Models

• Doubao-Seed-Code
• DeepSeek-V3.2
• GLM-4.7
• Kimi-K2

Users can freely switch between models or utilize Auto mode for automatic selection based on task requirements.

Subscription Tiers

Distinctive Features

• Multi-model aggregation enabling flexible model selection
• Auto mode for intelligent automatic model selection
• Compatible with Cursor, Claude Code, and Cline
• Primarily focused on ByteDance ecosystem models

2. Alibaba Cloud Coding Plan

Platform: Alibaba Cloud

Subscription Portal: Available through Bailian console

Supported Models

• Qwen3.5-Plus
• Qwen3-Coder
• GLM-5
• MiniMax-M2.5
• Kimi-K2.5

Users can freely switch between multiple models based on specific requirements.

Subscription Tiers

Distinctive Features

• Qwen programming models demonstrate exceptional strength
• Extensive model variety providing broad capabilities
• Strong Agent ecosystem integration
• Usage restrictions apply (only AI Coding tool calls permitted per Alibaba Cloud help documentation)

3. Tencent Cloud Coding Plan

Platform: Tencent Cloud

Documentation: Available through Tencent Cloud product documentation

Supported Models

• Tencent HY 2.0 (Hunyuan)
• GLM-5
• Kimi-K2.5
• MiniMax-M2.5

Subscription Tiers

Distinctive Features

Advantages:

• Tencent Hunyuan model integration
• Strong enterprise ecosystem support

Disadvantages:

• Programming model maturity slightly weaker compared to Qwen

4. Baidu Qianfan Coding Plan

Platform: Baidu

Portal: Available through Baidu Intelligent Cloud

Supported Models

• GLM-5
• MiniMax-M2.5
• Kimi-K2.5
• Wenxin series models

Distinctive Features

• Qianfan ecosystem integration
• Large enterprise user base
• Relatively smaller developer community

5. Kimi Code

Platform: Moonshot AI

Portal: Available through Kimi official website

Core Models

• Kimi K2
• Kimi K2.5

Distinctive Features

• Exceptional long-context processing capabilities
• Strong reasoning abilities

Ideal Use Cases

• Complex project analysis
• AI Agent development requiring extended context understanding

6. Zhipu GLM Coding Plan

Platform: Zhipu AI

Portal: Available through Zhipu AI open platform

Supported Models

• GLM-4.7
• GLM-5

Distinctive Features

• Powerful reasoning capabilities
• Comprehensive Agent ecosystem

7. MiniMax Token Plan (Supplement dated 2026-03-26)

MiniMax has recently emerged as a strong programming alternative, effectively replacing ChatGPT for many users' programming workflows.

Portal

Available through MiniMax platform subscription page

Supported Models

• MiniMax 2.7
• Speech-2.8-HD (voice model)
• MiniMax Hailuo 2.3 (video model)
• image-01 (image model)
• music-2.5+ (music model)

Distinctive Features

• M2.7 serves as programming flagship model
• Exceptional cost-performance ratio
• Comprehensive multimodal one-stop solution

Pricing

Monthly subscription packages available, with annual packages offering additional savings. Minimum price point is 29 CNY monthly. Users should note call frequency limitations.

Comprehensive Six-Platform Coding Plan Comparison

Programming Capability Rankings

For programming capability assessment, SWEBench provides reliable benchmarking. GLM-5, MiniMax-M2.5, Kimi-K2.5, and DeepSeek-V3.2 have all demonstrated strong performance on this benchmark.

Personal Migration Experience

The author previously relied exclusively on ChatGPT for programming tasks, progressing from ChatGPT 5.0 through ChatGPT 5.3. Currently, the workflow has completely transitioned to domestic large models, primarily utilizing GLM and MiniMax, which have proven to be perfect replacements for ChatGPT capabilities.

Additional Note on DeepSeek: DeepSeek currently doesn't demonstrate particular standout advantages in this specific comparison; further supplementation will be provided in future updates as the platform evolves.

Selection Recommendations by User Profile

For New Users and Trial Seekers

Alibaba Cloud and Tencent Cloud offer the most attractive first-month pricing at approximately 8 CNY, providing excellent opportunities to evaluate platform capabilities with minimal financial commitment.

For Budget-Conscious Developers

MiniMax at 29 CNY monthly offers the best long-term value proposition, delivering SOTA-level performance at the lowest price point among all major providers.

For Enterprise Users

Baidu Qianfan and Tencent Cloud provide stronger enterprise ecosystem integration, making them suitable choices for organizational deployments requiring enterprise-grade support and compliance features.

For Long-Context Requirements

Kimi remains the undisputed leader for scenarios requiring exceptional context window capabilities, particularly valuable for large codebase analysis and complex multi-file project understanding.

For Maximum Flexibility

Alibaba Cloud and Volcano Engine offer the most extensive model variety, enabling users to switch between different models based on specific task requirements without maintaining multiple subscriptions.

Important Considerations

Content Accuracy: Readers are encouraged to report any inaccuracies discovered in this comparison. The author commits to ongoing updates as platform offerings evolve.

Cross-Platform Availability: This content is simultaneously published on Zhihu platform for broader community access and discussion.

Update Frequency: The AI coding landscape evolves rapidly. This guide reflects information current as of March 26, 2026. Users should verify latest pricing and feature details directly with platform providers before making subscription decisions.

Final Thoughts

The emergence of domestic Coding Plan options represents a significant maturation of China's AI development ecosystem. Developers now have access to multiple competitive alternatives to international services, often at substantially lower price points while maintaining comparable or superior performance for Chinese language contexts and region-specific requirements.

The key to maximizing value lies in understanding your specific usage patterns—whether you prioritize raw programming capability, context window size, model variety, or cost efficiency—and selecting the platform that best aligns with your primary needs. Many developers find value in maintaining subscriptions to multiple platforms, leveraging each for their distinctive strengths.

This guide represents independent analysis based on publicly available information. Pricing and feature details subject to change by platform providers. Last updated: March 26, 2026.