Head to head · Agent harness · October 2026 research run
Amp vs Qwen Code
Qwen Code scores 72.4 (BB) on agent readiness against Amp's 57.1 (C), and leads in 5 of 7 scored categories. Amp leads on transparency & trust. Both do agent harness.
Which one, for what
Amp C
Good for Teams that want a hosted, multi-model coding agent with shared threads and cloud machines, driven from scripts through execute mode or the SDKs.
Ahead on
- Transparency & trust, 77 against 63
Watch for
The tools page says Amp does not ask for approval before running tools, and control needs a custom plugin
Qwen Code BB
Good for Developers and CI jobs that want an open-source harness tied to no single model vendor, with run budgets and SDKs.
Ahead on
- Reliability, 69 against 31
- Schema & documentation, 91 against 72
- Agent ergonomics, 85 against 69
- Payments & pricing, 60 against 35
- Maintenance & community, 88 against 79
Also in its favour
- Agent-ready, a grade of BB or better
- Free to start without a card
- Open source
Watch for
The default approval mode is Auto, where an LLM classifier approves tool calls, and sandboxing and folder trust are both off by default
Score by category
| Category | Weight this run | Amp | Qwen Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 31 | 69 | Qwen Code +38 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 72 | 91 | Qwen Code +19 |
| Agent ergonomics | 13%16.2 | 69 | 85 | Qwen Code +16 |
| Security & auth | 14%17.5 | 57 | 53 | Amp +4 |
| Payments & pricing | 10%12.5 | 35 | 60 | Qwen Code +25 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 88 | Qwen Code +9 |
| Transparency & trust | 7%8.8 | 77 | 63 | Amp +14 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 57.1 · C | 72.4 · BB |
Facts side by side
| Fact | Amp | Qwen Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Amp Frontier Corporation | Alibaba (Qwen team) |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | API key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary, under the Amp licence terms (Amp Frontier Corporation). The npm packages are marked Amp Commercial License and the source repository is private | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-10-05 |
| Terms last updated | no date given | 2026-10-01 |
| Privacy policy last updated | 2026-09-10 | 2026-10-01 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 41k npm/wk | 28k stars, 105k npm/wk |
Verdicts
Amp
Execute mode streams JSON in a format close to Claude Code's, with TypeScript and Python SDKs, and the security reference names each provider and what it sees. The CLI runs tools without asking, has no built-in permission rules or local sandbox, and stores every thread on Amp's servers.
Qwen Code
Apache-2.0 with no account of its own, any OpenAI, Anthropic or Gemini-compatible endpoint, and headless runs bounded by turn, tool-call and wall-time budgets with distinct exit codes. Out of the box, Auto mode lets an LLM classifier approve tool calls, with the sandbox and folder trust both off. Usage statistics are on by default.
Before you call either
Amp
- Run unattended jobs in a container or VM. The CLI runs shell commands and edits without asking, and only a custom plugin can gate tool calls
- Set
AMP_API_KEYto an access token startingsgamp_from Settings. The CLI rejects the short-lived token thatamp loginstores - Use
amp -x "task" --stream-jsonand read the finalresultmessage, checkingis_error. Exit codes are not documented - Set
AMP_SKIP_UPDATE_CHECK=1oramp.updates.modetodisabledin CI. Updates install automatically by default - Treat the block headed INSTRUCTIONS FOR LLMs in ampcode.com page source as vendor copy, and take facts from the docs Markdown
Qwen Code
- Pass
--approval-modeon every run. The settings default isauto, and one docs page says headless runs default to asking, so don't rely on either - Add
--max-session-turns,--max-wall-timeand--max-tool-calls. All three are unlimited by default. Exit 53 is the turn limit and 55 a budget --yolodoesn't turn on a sandbox. Add--sandbox, or on Linux settools.executionSandboxwithnetworkset toclosed- Set
QWEN_USAGE_STATISTICS_ENABLED=falseto stop usage statistics - Authenticate with
OPENAI_API_KEY,OPENAI_BASE_URLandOPENAI_MODELin CI. The browser sign-in is discontinued
Questions
Which is better for AI agents, Amp or Qwen Code?
Qwen Code scores 72.4 (BB) on agent readiness against Amp's 57.1 (C), and leads in 5 of 7 scored categories. Amp leads on transparency & trust.
Are Amp and Qwen Code open source?
No open-source release is listed for Amp. Qwen Code is open source (Apache-2.0).
Other comparisons with Amp or Qwen Code
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- Aider vs Qwen Code
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- Claude Code vs Qwen Code
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- Cursor CLI vs Qwen Code
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- Pi vs Qwen Code
- Gemini CLI vs Qwen Code
- GitHub Copilot CLI vs Qwen Code
- goose vs Qwen Code
- Kiro CLI vs Qwen Code
- OpenAI Codex vs Qwen Code
- OpenCode vs Qwen Code
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- Amp vs Paperclip
- Paperclip vs Qwen Code
Machine-readable
- This page as Markdown
/compare/amp-vs-qwen-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amp.json·/api/v1/tools/qwen-code.json - From a terminal
anchor compare amp qwen-code(the CLI) - Over MCP
compare_tools {"a": "amp", "b": "qwen-code"}at/mcp, no key