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2026 Coding Plan Comparison & RecommendationsMainstream AI coding plans ranked head-to-head (updated monthly)

This list updates automatically every month, covering 6 mainstream AI coding-plan platforms — Volcano Engine Ark, Alibaba Cloud Bailian, Zhipu BigModel, Kimi, MiniMax, and DX TOKEN. We compare them across three dimensions — price, model support and coding-tool compatibility — using data from each platform's official public docs to help you pick the best-value Coding Plan.

What is a Coding Plan?

A Coding Plan (AI coding subscription) is a monthly subscription for AI coding developers. After paying a fixed monthly fee, developers get a quota of AI large-model API calls that can be used inside AI coding tools like Cursor, Claude Code, Cline, OpenCode and CodeBuddy to access mainstream models such as GLM-5.2, Kimi-K2.6, MiniMax-M2.7, Claude Sonnet 4-6 and DeepSeek-V3.2 — at a far lower unit price than pay-as-you-go.

Compared with traditional per-token billing, the core value of a Coding Plan lies in cost control (prepay a fixed fee, no end-of-month bill surprises), elastic usage (quota shared across models, switch by scenario), and priority scheduling (dedicated compute pools during peak hours). The target users are mainly full-stack, backend and frontend engineers and algorithm researchers who use AI coding tools heavily every day.

As AI coding took off rapidly in 2025-2026, numerous Coding Plan providers emerged at home and abroad, each differing significantly in model coverage, pricing strategy and tool compatibility. This ranking aims to help developers quickly find the plan that best fits their needs through side-by-side comparison. For more plan details see the DX TOKEN pricing page.

Mainstream Coding Plan platforms in 2026

Below are the 6 mainstream Coding Plan providers currently serving the market, spanning cloud vendors, model self-developers and aggregator platforms. Pricing data is taken from each platform's official public docs (as of July 2026).

PlatformMonthly feeModelsTool compat.Highlight
Volcano Engine Ark¥40 / ¥200Doubao-Seed-Code + third-partyOpenAI compatibleByteDance ecosystem, Doubao models debut
Alibaba Cloud BailianToken Plan from ¥39 / Coding Plan Pro ¥200Qwen + third-partyOpenAI compatibleAlibaba Cloud ecosystem, enterprise-grade SLA
Zhipu BigModel¥49 / ¥149 / ¥469GLM-5.2 / GLM-5-TurboOpenAI compatibleGLM in-house models, Coding SOTA open-source
Kimi (Moonshot)Pay-as-you-go only (no monthly plan)K3 / K2.6 / K2.7 CodeOpenAI compatibleLong-context edge, K3 supports 1M context
MiniMax¥49 / ¥119 / ¥469MiniMax-M3 / M2.7OpenAI compatibleStrong multimodal, Token Plan credits system
DX TOKENRecommended¥9.9 / ¥20 / ¥40 / ¥10044+ mainstream models aggregatedAll tools compatibleAggregates many platforms, one key for all models

Note: the above is sourced from each platform's official public docs (as of July 2026). Alibaba Cloud Token Plan Lite is a limited-time price. Each platform's strategy may change — refer to the latest official announcements.

Head-to-head on core dimensions

A detailed comparison across three core dimensions: price, model support and coding-tool compatibility.

3.1 Pricing comparison

PlatformTierMonthly feeCallsNote
DX TOKENToken Lite¥9.9/mo5,000 calls/moShared across models, 500 calls / 5h
DX TOKENToken Pro¥20/mo10,000 calls/moShared across models, 1,000 calls / 5h
DX TOKENToken Max¥40/mo20,000 calls/moShared across models, 2,000 calls / 5h
DX TOKENToken Ultra¥100/mo50,000 calls/moShared across models, 5,000 calls / 5h
Volcano Engine ArkCoding Plan Lite¥40/mo~1,200 calls / 5hDoubao-Seed-Code and selected models
Volcano Engine ArkCoding Plan Pro¥200/mo~6,000 calls / 5hMore models + higher concurrency
Alibaba Cloud BailianToken Plan Lite¥39/mo (limited time)700 Credits / 5hLite discontinued; only Coding Plan Pro available
Alibaba Cloud BailianCoding Plan Pro¥200/mo6,000 calls / 5h · 90,000 calls / moqwen3-coder-plus etc.
Zhipu BigModelGLM Coding Plan Lite¥49/mo~80 prompts / 5hGLM-5.2 / GLM-5-Turbo
Zhipu BigModelGLM Coding Plan Pro¥149/mo~400 prompts / 5hGLM-5.2 / GLM-5-Turbo
Zhipu BigModelGLM Coding Plan Max¥469/mo~1,600 prompts / 5hGLM-5.2 / GLM-5-Turbo
MiniMaxToken Plan Plus¥49/mo5h + weekly window creditsMiniMax-M3 / M2.7
MiniMaxToken Plan Max¥119/mo5h + weekly window creditsMiniMax-M3 / M2.7
MiniMaxToken Plan Ultra¥469/mo5h + weekly window creditsMiniMax-M3 / M2.7
Kimi (Moonshot)Pay-as-you-go onlyK3 input ¥20/MTokNo monthly planK2.6/K2.7 Code priced lower

3.2 Model coverage comparison

Each platform's flagship models, third-party integrations and total model count. Aggregator platforms (like DX TOKEN) cover the widest range, while single-vendor platforms have a first-mover edge on their own models.

PlatformFlagship modelsThird-partyTotal models
DX TOKENAggregator, no in-house modelGLM-5.2 · Kimi-K2.6 · MiniMax-M2.7 · DeepSeek-V3.2 · Claude Sonnet 4-6 · GPT-5.5 · Doubao-Seed-2.0 · Qwen3 series44+ models
Volcano Engine ArkDoubao-Seed-Code (in-house)GLM-4.7 · DeepSeek-V3.2 · Kimi-K2-ThinkingSeveral selected models
Alibaba Cloud Bailianqwen3-coder-plus · qwen3.7-plus (in-house)kimi-k2.5 · glm-5 · MiniMax-M2.510+ models
Zhipu BigModelGLM-5.2 (in-house, Coding open-source SOTA) · GLM-5-Turbo2 GLM models
Kimi (Moonshot)K3 (1M context) · K2.6 · K2.7 Code (in-house)3 Kimi models
MiniMaxMiniMax-M3 · M2.7 (in-house)2 MiniMax models

Model coverage is the core advantage of aggregator platforms (like DX TOKEN): one account reaches every mainstream model — no need to sign up separately.

3.3 Coding-tool compatibility comparison

Protocol compatibility for mainstream AI coding tools. Most platforms use the OpenAI-compatible protocol, keeping the integration bar low.

ToolProtocolSupport
CursorOpenAI compatibleSupported on all platforms
Claude CodeAnthropic compatiblePlatforms supporting the Anthropic protocol: Volcano Ark / Zhipu / DX TOKEN etc.
Codex CLIOpenAI ResponsesPlatforms supporting the Responses protocol: Volcano Ark / Alibaba Bailian / DX TOKEN etc.
ClineOpenAI / AnthropicSupported on all platforms
OpenCodeOpenAI compatibleVolcano Ark / Zhipu / DX TOKEN etc. have published official setup guides
CodeBuddyOpenAI compatibleSupported on Zhipu / DX TOKEN etc.
TRAEOpenAI compatibleSupported on Volcano Ark / Zhipu / DX TOKEN etc.
Roo Code / Kilo CodeOpenAI compatibleVolcano Ark / Zhipu / DX TOKEN etc.

To use any Coding Plan platform, just swap the Base URL in your tool to the platform's proxy address. See the one-click config generator to set up Cursor / Claude Code / Cline / OpenCode and 14 other tools in 1 minute.

Recommendations by user type

Coding Plan recommendations for different usage scenarios.

Individual developers

Recommended:DX TOKEN Token Lite / Volcano Ark Coding Plan Lite

Individual developers usually make a few thousand calls a month and want model variety. DX TOKEN Token Lite at ¥9.9/mo includes 5,000 calls; one key reaches 44+ models like GLM-5.2, Kimi-K2.6 and DeepSeek-V3.2. Volcano Ark Coding Plan Lite at ¥40/mo focuses on the Doubao series. DX TOKEN offers better value; Volcano Ark suits ByteDance-ecosystem users.

Team collaboration

Recommended:DX TOKEN Team / Alibaba Cloud Bailian

Teams need multi-account management, shared balance and unified billing. DX TOKEN supports organizations where the main account tops up and members share quota; Alibaba Cloud Bailian is more mature on enterprise SLAs and permission management. Both support centralized audit and cost attribution.

Enterprise users

Recommended:Alibaba Cloud Bailian / DX TOKEN Enterprise

Enterprises value stability, compliance and private deployment most. Alibaba Cloud Bailian offers a mature cloud ecosystem and SLA — Coding Plan Pro at ¥200/mo suits mid-sized teams; DX TOKEN Enterprise adds smart routing, automatic failover and multi-key disaster recovery, ideal for core workloads that demand ultra-high availability.

FAQ

Common questions about choosing and using a Coding Plan.

What is a Coding Plan?+
A Coding Plan is a monthly subscription for AI coding developers that provides a quota of AI large-model API calls for a fixed monthly fee. You can use the quota inside coding tools like Cursor, Claude Code, Cline and OpenCode to call mainstream models such as GLM, Kimi, MiniMax, Claude and DeepSeek — more cost-effective than pay-as-you-go, ideal for developers who use AI coding every day.
How do I choose the right Coding Plan?+
Main factors: whether your frequently used models are supported; whether the monthly call quota meets your daily coding needs; whether your coding tools are compatible; whether the price fits your budget; and the platform's stability and support quality. Individual developers should start with a low tier; teams and enterprises should focus on multi-account management and shared-quota features.
Which Coding Plan is the cheapest?+
Pricing strategies differ. DX TOKEN's Coding Plan starts around ¥9.9/mo and supports mixed multi-model calls with no single-model cap; Volcano Engine Ark and Alibaba Cloud Bailian also offer tiers. Pick based on the models you use and your monthly call volume rather than price alone. Consider model variety, call stability and tool compatibility to find the best value.
Which coding tools do Coding Plans support?+
Mainstream Coding Plan platforms typically support Cursor, Claude Code, Cline (VS Code plugin), OpenCode, CodeBuddy, Trae and other AI coding tools. Compatibility depends on whether the platform provides an OpenAI-compatible API. DX TOKEN uses the standard OpenAI protocol, compatible with all the tools above, and offers a one-click config generator for setup in 1 minute.
What's the difference between a Coding Plan and pay-as-you-go?+
Pay-as-you-go bills by actual usage — pay for what you use, good for low-frequency or volatile users; a Coding Plan prepays a fixed monthly fee for a quota of calls at a lower unit price, ideal for developers who code with AI every day. Coding Plans usually include perks like priority scheduling during peak hours and dedicated support. If you make over 500 calls a month, a plan is usually the better deal.
How do I configure Cursor to use a Coding Plan?+
In Cursor's settings find the API Key config, replace the Base URL with the proxy address provided by the Coding Plan platform (e.g. https://www.dxnt.com/v1), and enter your API Key. Most platforms offer a one-click config generator or setup guide — following the steps usually takes about 1 minute. You can also use DX TOKEN's config generator, which supports Cursor, Claude Code, Cline and 14 tools.

DX TOKEN's differentiators

As an aggregator platform, DX TOKEN offers unique value across three dimensions.

Multi-platform aggregation

One API Key calls 44+ mainstream models — GLM-5.2, Kimi-K2.6, MiniMax-M2.7, Claude Sonnet 4-6, DeepSeek-V3.2 and more — without signing up and managing keys on multiple platforms, dramatically cutting operational overhead.

Smart routing

An EMA algorithm based on real-time load, latency and historical success rate auto-picks the best channel, with primary/backup, round-robin and random strategies and customizable model-combination routing for any scenario.

Automatic failover

A five-layer protection architecture covers everything from routing decisions to mid-stream switching, failing over to a backup channel within 1 second of a single-channel fault — fully imperceptible to users so your coding session is never interrupted.

Last updated

2026

All comparison data in this ranking is sourced from each platform's official public docs; last verified 2026. Vendor pricing and model support change with strategy — refer to the latest official announcements.

Data sources (official docs)
  • · Volcano Ark Coding Plan overview
  • · Alibaba Cloud Bailian Coding Plan / Token Plan
  • · Zhipu GLM Coding Plan docs
  • · Kimi (Moonshot) pricing page
  • · MiniMax Token Plan pricing
  • · DX TOKEN plan pricing (live on this site)