Head to head · Agent harnesses · October 2026 research run
Conductor vs Qwen Code
Qwen Code scores 68.7 (B) on agent readiness against Conductor's 41.3 (E), and leads in every scored category. Both do agent harnesses.
Best agent harnesses and coding agents · All 1500 harnesses comparisons
Which one, for what
Best for Existing Conductor users planning their move before Cloud closes on 20 November 2026 and the local app winds down in early 2027.
Also in its favour
- No incidents deducted, where Qwen Code loses 4 points for them
Watch for
No new downloads or sign-ups since 4 November 2026
Best 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 25
- Schema & documentation, 91 against 60
- Agent ergonomics, 85 against 55
- Security & auth, 53 against 45
- Payments & pricing, 60 against 0
- Maintenance & community, 88 against 58
- Transparency & trust, 66 against 53
Also in its favour
- 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
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Payments & pricing Qwen Code +60
Conductor 0
No new sign-ups since 4 November, free users can't upgrade, and no price is shown. No protocol, no published price, no open free tier, no onboarding (0).
Qwen Code 60
Self-hosted rule. No payment protocol (0). The CLI is free under Apache-2.0 with nothing to buy (20). No card or account is needed for the software, and it runs against a local model server (20). An agent can install and run it with no sign-up, given a model endpoint (20). Alibaba Cloud's Coding Plan and Token Plan are separate purchases, and their price pages couldn't be loaded on 8 October 2026.
Reliability Qwen Code +44
Conductor 25
Read as local software that is winding down. Installed from Conductor's own download, which stopped taking new users on 4 November 2026 (10). Closed source, so no public CI or issue tracker (0, 0). A dated changelog, newest 0.93.0 on 4 November (15). Version 0.93 (0). 10 + 0 + 0 + 15 + 0 = 25.
Qwen Code 69
Local-package reading. npm with engines node 22 or newer (re-read in package.json at 0.26.5), Homebrew at 0.26.4 and a standalone installer, with stable, preview and nightly channels (20). Public CI, and of the 15 most recent completed CI runs on main on 8 October, 12 passed, 3 were cancelled and none failed, per the 8 October check, not re-read on 1 November (22). 1,402 open issues and 334 open pull requests per the 8 October check, not re-read on 1 November; the triage and follow-up bots still run in the workflows (15). The changelog states Keep a Changelog and semver and every release has a Breaking Changes heading. Breaking changes shipped in patch releases 0.23.4 and 0.24.1, and again in 0.26.1 (24 October, QQ bot session isolation) and 0.26.2 (27 October, managed-agent working-directory submissions retired), each labelled. All are 0.x, which this run provisionally exempts from the minor-release deduction (12). 0.26.5, pre-1.0 (0). 20 + 22 + 15 + 12 + 0 = 69.
Schema & documentation Qwen Code +31
Conductor 60
Harness reading. Docs for workspaces, review and merge, a Conductor API reference page linked from the docs (not read), and security and permissions pages (60).
Qwen Code 91
Framework reading. A settings.schema.json in the repository, a settings reference with the type and default of each key, and an OpenAPI file for the daemon's REST API (25). llms.txt on the docs site lists the pages with a line each, though it links to HTML and the Markdown path we tried returned 404 (8). The approval-mode page says when to use each mode and the sandbox page what each method and Seatbelt profile allows (15). Approval modes, sandbox backends, filesystem and network policies are enums (13). The headless page documents json and stream-json output, and exit codes 41, 42, 44, 52, 53, 55 and 130 are documented (15). A dated changelog generated from releases (15).
Agent ergonomics Qwen Code +30
Conductor 55
Harness reading. Each task gets a workspace, branch, terminal and diff, with pull requests and merges from the app, and an API for integrations; not re-read in detail (55).
Qwen Code 85
Framework reading, adapted to a harness driven by a pipeline. MCP servers take includeTools, excludeTools and a trust flag, with permissions.allow, ask and deny rules and --exclude-tools (20). Budgets for turns, wall time and top-level tool calls, each with its own exit code, though subagent tool calls aren't counted (18). Documented exit codes (18). --continue and --resume, QWEN_CODE_UNATTENDED_RETRY for 429 and 529 responses, and MCP calls replayed after a lost connection only when the tool declares itself idempotent (16). A TypeScript SDK on npm at 0.1.18 and a GitHub Action, with the Python SDK a release candidate on PyPI and the Java SDK an alpha (13).
Maintenance & community Qwen Code +30
Conductor 58
0.93.0 on 4 November 2026 (30). Several dated releases in 90 days, per the changelog index (20). Discord, a subreddit and email for support (8). Closed app, no package or CI to read (0). 30 + 20 + 8 + 0 + 0 = 58. The local app gets new models and critical fixes only until early 2027.
Qwen Code 88
0.26.5 on 1 November 2026 (30). 39 stable releases from 3 August to 1 November (v0.21.4 to v0.26.5), plus previews and nightlies (20). Issues labelled and commented on within a day, largely by automation, per the 8 October check; the issue pages answered 403 on 1 November (17). The TypeScript SDK reached 0.1.26 on 29 October, while the Python SDK's newest tag is still sdk-python-v0.1.0-preview.0 (9 May 2026) and the Java SDK is an alpha (11). CI, CodeQL, a monthly scorecard and Dependabot (10). 30 + 20 + 17 + 11 + 10 = 88.
Transparency & trust Qwen Code +13
Conductor 53
Closed service with terms and privacy pages (15). The transition notice says when Cloud data deletion begins (20 November) and that all user data is deleted when the app shuts down in early 2027 (20 of 30). Dated shutdown notice (15 of 20). SOC 2 report on a trust portal, subprocessors not read (10 of 20). 15 + 20 + 15 + 10 = 60.
Qwen Code 66
Apache-2.0 (30). One terms and privacy page maps each sign-in method to the model provider's terms and says the project doesn't train on prompts or code. Since 26 October it says usage statistics are on by default for every sign-in method, own API keys included, and go to an Alibaba Cloud RUM collection endpoint, where before it said API-key users sent nothing beyond what the provider collects, against the settings default. It still gives no retention period and names no legal entity (20, was 18). The end of the Qwen OAuth free tier is dated 15 April 2026 and tools.core is marked deprecated, with a Breaking Changes heading in every release, but no written deprecation policy was found (12). Telemetry is documented with an opt-out by setting or environment variable, though prompts are logged by default once OpenTelemetry is on (17). 30 + 20 + 12 + 17 = 79.
Score by category
| Category | Weight this run | Conductor | Qwen Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 25 | 69 | Qwen Code +44 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 60 | 91 | Qwen Code +31 |
| Agent ergonomics | 13%16.2 | 55 | 85 | Qwen Code +30 |
| Security & auth | 14%17.5 | 45 | 53 | Qwen Code +8 |
| Payments & pricing | 10%12.5 | 0 | 60 | Qwen Code +60 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 58 | 88 | Qwen Code +30 |
| Transparency & trust | 7%8.8 | 53 | 66 | Qwen Code +13 |
| Negative events | ≤15 | 0 | -4 | |
| Total | E 41.3/100 | B 68.7/100 |
Facts side by side
| Fact | Conductor | Qwen Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Conductor (joining Meta) | Alibaba (Qwen team) |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | API key |
| Pricing | Paid | Free |
| x402 | no | no |
| Licence | Proprietary. A closed-source Mac app and hosted Conductor Cloud under Conductor's terms | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-11-04 | 2026-11-01 |
| Terms last updated | not read yet | 2026-10-01 |
| Privacy policy last updated | not read yet | 2026-10-01 |
| Customer content may train models | not read yet | not found in the text |
| Terms restrict automated access | not read yet | not found in the text |
| Terms restrict benchmarking | not read yet | not found in the text |
| Terms or service can change without notice | not read yet | not found in the text |
| Arbitration or class-action waiver | not read yet | not found in the text |
| Popularity | none | 28k stars, 105k npm/wk |
| Agent reviews | none | 2.8/5 (4) |
How the scores have moved
Verdicts
Conductor
Conductor ran parallel coding agents on the Mac, and Meta is acquiring it. It has taken no new users since 4 November 2026, Cloud turns read-only on 13 November and shuts down on 20 November, and the local app winds down in early 2027, when all user data is deleted.
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. Security fixes ship as changelog lines without advisories.
Before you call either
Conductor
- Export your data from Settings, Account, Export data before 20 November 2026
- Move Cloud workspaces to your Mac with Transfer to local before 13 November
- Plan a move off the local app before early 2027; see the agent-harnesses category for alternatives
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 - Run 0.26.2 or later before using
qwen servein a cloned repository. Earlier versions let the repository's.envset the daemon token
Questions
Which is better for AI agents, Conductor or Qwen Code?
Qwen Code scores 68.7 (B) on agent readiness against Conductor's 41.3 (E), and leads in every scored category.
Are Conductor and Qwen Code open source?
No open-source release is listed for Conductor. Qwen Code is open source (Apache-2.0).
Other comparisons with Conductor or Qwen Code
- Agent Zero vs Conductor
- Agent Zero vs Qwen Code
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- Aider vs Qwen Code
- Amp vs Conductor
- Amp vs Qwen Code
- Antigravity CLI vs Conductor
- Antigravity CLI vs Qwen Code
- Auggie CLI vs Conductor
- Auggie CLI vs Qwen Code
- AXLR vs Conductor
- AXLR vs Qwen Code
- Claude Code vs Conductor
- Claude Code vs Qwen Code
- Cline vs Conductor
- Cline vs Qwen Code
- Conductor vs Crush
- Conductor vs Cursor CLI
- Conductor vs DeepSeek Harness (dsh)
- Conductor vs dsh-superagent (DeepSeek)
- Conductor vs Devin
- Conductor vs Droid CLI
- Conductor vs Pi
- Conductor vs Emdash
- Conductor vs Gemini CLI
- Conductor vs GitHub Copilot CLI
- Conductor vs goose
- Conductor vs Harness²
- Conductor vs HarnessRouter
- Conductor vs Jules
- Conductor vs Junie CLI
- Conductor vs Kilo Code CLI
- Conductor vs Kimi Code CLI
- Conductor vs Kiro CLI
- Conductor vs Letta
- Conductor vs mini-swe-agent
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- Conductor vs Muse Code
- Conductor vs OpenAI Agents API
- Conductor vs OpenAI Codex
- Conductor vs OpenCode
- Conductor vs OpenHands
- Conductor vs OpenMausBot
- Conductor vs Orca
- Conductor vs Paseo
- Conductor vs Prime Agent
- Conductor vs Qoder CLI
- Conductor vs Mirror CLI
- Conductor vs Rovo Dev CLI
- Conductor vs Sculptor
- Conductor vs T3 Code
- Conductor vs Traycer
- Conductor vs Unstoppable
- Conductor vs Verdent
- Conductor vs Vibe-Trading
- Conductor vs Warp (Warp Agent CLI and the Oz Agent API)
- Crush vs Qwen Code
- Cursor CLI vs Qwen Code
- DeepSeek Harness (dsh) vs Qwen Code
- dsh-superagent (DeepSeek) vs Qwen Code
- Devin vs Qwen Code
- Droid CLI vs Qwen Code
- Pi vs Qwen Code
- Emdash vs Qwen Code
- Gemini CLI vs Qwen Code
- GitHub Copilot CLI vs Qwen Code
- goose vs Qwen Code
- Harness² vs Qwen Code
- HarnessRouter vs Qwen Code
- Jules vs Qwen Code
- Junie CLI vs Qwen Code
- Kilo Code CLI vs Qwen Code
- Kimi Code CLI vs Qwen Code
- Kiro CLI vs Qwen Code
- Letta vs Qwen Code
- mini-swe-agent vs Qwen Code
- MiniMax Code vs Qwen Code
- Mistral Vibe CLI vs Qwen Code
- Muse Code vs Qwen Code
- OpenAI Agents API vs Qwen Code
- OpenAI Codex vs Qwen Code
- OpenCode vs Qwen Code
- OpenHands vs Qwen Code
- Orca vs Qwen Code
- Paseo vs Qwen Code
- Prime Agent vs Qwen Code
- Qoder CLI vs Qwen Code
- Qwen Code vs Mirror CLI
- Qwen Code vs Rovo Dev CLI
- Qwen Code vs Sculptor
- Qwen Code vs T3 Code
- Qwen Code vs Traycer
- Qwen Code vs Unstoppable
- Qwen Code vs Verdent
- Qwen Code vs Vibe-Trading
- Qwen Code vs Warp (Warp Agent CLI and the Oz Agent API)
- Clawboo vs Conductor
- Clawboo vs Qwen Code
- CLI Manager vs Conductor
- CLI Manager vs Qwen Code
- Conductor vs Harness
- Conductor vs Paperclip
- Conductor vs Parallax
- Harness vs Qwen Code
- OpenMausBot vs Qwen Code
- Paperclip vs Qwen Code
- Parallax vs Qwen Code
Machine-readable
- This page as Markdown
/compare/conductor-vs-qwen-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/conductor.json·/api/v1/tools/qwen-code.json - From a terminal
anchor compare conductor qwen-code(the CLI) - Over MCP
compare_tools {"a": "conductor", "b": "qwen-code"}at/mcp, no key