Agentic harness comparison
Claude Code vs Qwen Code
Compared on where each one runs, which editors it supports, how autonomous it is, and how it bills — the four things that actually decide Claude Code vs Qwen Code. Rankings reflect fit and trade-offs, not a single universal winner; partner links, when present, do not replace that methodology.
Details last verified October 25, 2026
Anthropic
Claude Code
Terminal, IDE plugins, desktop, and browser · Agentic
Alibaba
Qwen Code
Terminal, IDE plugins, desktop, daemon · Agentic
| Specification | Claude Code | Qwen Code |
|---|---|---|
| Vendor | ||
| Vendor | Anthropic | Alibaba |
| Runs in | ||
| Runs in | Terminal, IDE plugins, desktop, and browser | Terminal, IDE plugins, desktop, daemon |
| Editor support | ||
| Editor support | Terminal CLI, VS Code / Cursor, JetBrains, Desktop app, claude.ai/code | Any (editor-agnostic), VS Code / JetBrains / Zed extensions, Qwen Code Desktop, Daemon (qwen serve) |
| Autonomy | ||
| Autonomy | Agentic | Agentic |
| Pricing model | ||
| Pricing model | Hybrid | Usage-based |
| Requires changing editor | ||
| Requires changing editor | No | No |
Dates refer to the linked source’s publication or capture unless it explicitly states when the benchmark was measured. Values we could not confirm are shown as “Not verified” rather than estimated.
Claude Code
Anthropic's agentic coding tool runs in the terminal, supported IDEs, a desktop app and the browser. Configuration and permissions vary by surface and organisation. Subscription sign-in shares eligible Claude plan usage; Anthropic Console/API and third-party provider billing are separate paths.
Best for
- Multi-file refactors
- Migrations
- Delegated engineering tasks
Watch out
Claude Code is included with Pro, Max, Team and Enterprise; Free does not include it. Web prices: Pro $20/month or $200 billed yearly; Max 5x $100/month and Max 20x $200/month; Team Standard $25/seat/month or $20 with annual billing, Premium $125 or $100 respectively; Enterprise $20/seat/month with annual billing, a 20-seat minimum, plus API-rate usage (https://claude.com/pricing). API credentials use a separate Platform balance. The current page advertises $100/$200 monthly API credits on Max 5x/20x and up to $500 pooled Team API credits, subject to the linked conditions; these are not extra Claude Code message allowances. Model selection depends on account, user/org settings, provider and client version: Default is a recommended/account-configured choice, not a fixed model alias. Enterprise accounts can record a saved /model choice from v2.1.280; without an organisation default, Default can resolve to that choice and selecting Default does not erase it. Anthropic API opus and sonnet resolve to Opus 5.5 and Sonnet 5.5. Sonnet 5.5 requires v2.1.284+, Opus 5.5 v2.1.280+. Third-party provider aliases can resolve to older versions. Fable normally resolves to Fable 5.1, except Claude apps gateway sessions use Fable 5; neither is an account-type default. Fable can bill to usage credits depending on plan and seat; the current model picker marks that requirement. The current referenced model documentation does not establish a universal 50% Max weekly entitlement, so check account eligibility instead of relying on an older quota claim. Interactive credit consent is not a guarantee for automation: non-interactive -p requests can bill credits without asking. Five-hour and weekly limits depend on plan/model; check the account usage page (https://code.claude.com/docs/en/model-config; https://support.claude.com/en/articles/11049741-what-is-the-max-plan). Native Windows supports shell tools, but Claude's sandbox is available on macOS, Linux and WSL2, not native Windows or WSL1. It is off by default and covers shell execution, not every file tool, MCP server or hook (https://code.claude.com/docs/en/sandboxing).
Qwen Code
Alibaba's Apache 2.0 coding-agent framework supports terminal, IDE plugins, desktop, daemon and SDK workflows with configurable hosted or local model providers. It began from Gemini CLI and now develops independently.
Best for
- Teams wanting a model-flexible open-source agent
- Qwen-Coder / open-weight model users
- Multi-protocol (OpenAI / Anthropic / Gemini / Qwen + local) workflows
Watch out
The Qwen OAuth free tier ended April 15, 2026 and is no longer an /auth choice; briefly working cached tokens do not establish a free offer. Current setup offers ModelStudio Coding Plan, Token Plan or standard API key, third-party providers and custom endpoints, with distinct regions/billing. Client licensing does not make self-hosted compute or hosted inference free. npm fallback requires Node 22+. Interactive Auto mode uses a classifier; Ask Permissions and headless defaults differ, and the quickstart's universal manual-approval sentence conflicts with mode docs. Linux executionSandbox is operator-configured, keeps model transport/auth on the host, permits broad reads and rejects ACP/daemon use; it is not a universal sandbox. Browser data can reach the chosen AI provider and remain in local records. Provider privacy/retention and optional client telemetry are separate. Current vendor harness comparisons have specific model/configuration premises, not an independent product-wide ranking.
Common questions
Claude Code vs Qwen Code
Answered from the verified figures on this page rather than general guidance.
Do I have to change editor to use Claude Code or Qwen Code?
How are Claude Code and Qwen Code priced?
Is Claude Code or Qwen Code better for large refactors?
Will my project rules transfer between Claude Code and Qwen Code?
Does Claude Code require a Max plan?
Do coding agents replace code review?
Should we harden MCP before rolling out a coding agent?
Next step
Which one fits
Autonomy and editor constraints decide this far more reliably than a benchmark score.
If most of your week is small, frequent edits, an assistive workflow beats delegation and an agentic harness sits idle while billing. If you regularly hand over work spanning many files, the reverse is true.
Where one tool requires changing editor and the other does not, that difference usually outweighs any capability gap across a team — rollouts fail on adoption, not capability.
“Open vendor” links use a first-party redirect for click counting. They are not commissionable partner placements unless a programme is active for that vendor. Affiliate disclosure.