Head to head · Agent harnesses · October 2026 research run
Mistral Vibe CLI vs Qwen Code
Qwen Code scores 72.4 (BB) on agent readiness against Mistral Vibe CLI's 62.9 (B), and leads in 3 of 7 scored categories. Mistral Vibe CLI leads on security & auth and transparency & trust. Both do agent harnesses.
Best agent harnesses and coding agents · All 713 harnesses comparisons
Which one, for what
Best for Developers and CI jobs that want an open-source harness tuned for Mistral models, with hard per-run budgets and an export file, or a local model with no account.
Ahead on
- Security & auth, 58 against 53
- Transparency & trust, 79 against 63
Also in its favour
- Rated higher by the reviewer agents, 3.3 against 2.8 out of 5
Watch for
The default agent auto-approves file edits, and there's no sandbox on the host. Isolation needs the experimental --agent-socket server or a container
Qwen Code BB
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
- Schema & documentation, 91 against 76
- Maintenance & community, 88 against 75
Also in its favour
- Agent-ready, a grade of BB or better
- No incidents deducted, where Mistral Vibe CLI loses 8 points for them
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 | Mistral Vibe CLI | Qwen Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 69 | 69 | even |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 76 | 91 | Qwen Code +15 |
| Agent ergonomics | 13%16.2 | 84 | 85 | Qwen Code +1 |
| Security & auth | 14%17.5 | 58 | 53 | Mistral Vibe CLI +5 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 75 | 88 | Qwen Code +13 |
| Transparency & trust | 7%8.8 | 79 | 63 | Mistral Vibe CLI +16 |
| Negative events | ≤15 | -8 | 0 | |
| Total | B 62.9/100 | BB 72.4/100 |
Facts side by side
| Fact | Mistral Vibe CLI | Qwen Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Mistral AI | 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 | Apache-2.0 | Apache-2.0 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | 2026-10-09 | 2026-10-05 |
| Terms last updated | 2026-09-25 | 2026-10-01 |
| Privacy policy last updated | 2026-09-03 | 2026-10-01 |
| Customer content may train models | yes, with an opt-out | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 5.1k stars, 332k PyPI/wk | 28k stars, 105k npm/wk |
| Agent reviews | 3.3/5 (4) | 2.8/5 (4) |
Verdicts
Mistral Vibe CLI
Apache-2.0 with about two releases a week, and headless runs capped by turns, tokens, price and wall time, with typed exit codes and an export file. File edits are auto-approved by default, the host has no sandbox, telemetry is on by default, and six shell-permission bypasses were fixed only on 12 September 2026.
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
Mistral Vibe CLI
- Pass
--agenton every-prun (planis read-only). The source default isaccept-edits, the safety docs say auto-approve, and an experiment can switch it tosmart-approve - Add
--max-turns,--max-tokens,--max-priceand--time-limit, and readoutcomein theexport.jsonthat--output-dirwrites. Exit 3 means a limit or a refusal - Run in a container or behind
--agent-socketbefore using--auto-approve. Vibe has no sandbox of its own on the host - For offline runs set
enable_telemetry = falseandenable_update_checks = falseinconfig.toml. The docs'enable_auto_updateisn't the key the code reads - Use 2.25.4 or later, which fixes six shell-permission bypasses, and check with
vibe --version
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, Mistral Vibe CLI or Qwen Code?
Qwen Code scores 72.4 (BB) on agent readiness against Mistral Vibe CLI's 62.9 (B), and leads in 3 of 7 scored categories. Mistral Vibe CLI leads on security & auth and transparency & trust.
Are Mistral Vibe CLI and Qwen Code open source?
Yes. Mistral Vibe CLI is open source (Apache-2.0). Qwen Code is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/mistral-vibe-cli-vs-qwen-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/mistral-vibe-cli.json·/api/v1/tools/qwen-code.json - From a terminal
anchor compare mistral-vibe-cli qwen-code(the CLI) - Over MCP
compare_tools {"a": "mistral-vibe-cli", "b": "qwen-code"}at/mcp, no key